Electronics & Instrumentation Engineering

About the Department

 

The Department of Electronics & Instrumentation Engineering (formerly known as Instrumentation Technology) came in to existence in the year 1984 by then visionaries in the management and authorities of the college. It was started as an offshoot of Electronics and Communication Engineering. The Department of Electronics & Instrumentation Engineering has been accredited by NBA under tier-1 from 2017-2020. The department has conducted many AICTE/TEQIP sponsored workshops. Our Staff members are specialized in thrust areas of technology and updating their knowledge by attending conferences, workshops and short-term courses. 

The Department has been renamed as Electronics & Instrumentation Engineering from 2014 by VTU. Degree will be awarded to all successful students admitted from the year 2014 as    Electronics & Instrumentation Engineering.

Programmes Offered: Bachelor Degree in Electronics & Instrumentation Engineering with intake of 60, plus 10% lateral entry students. The Department attained autonomous status in year 2007-08. 

Facilities in the Department: The Department has a dedicated computer center with all systems networked through LAN. Our Department Lab facility includes Instrumentation, Process Control, Control System, Digital IC’s, Data conversion, Electronics Circuits, Analog IC’s, VHDL, Microprocessor, Micro-controller and DSP Labs. The students of some departments are carrying out their laboratories in our department. The department is running its own library, having more than 1200 volumes to cater the needs of staff and students of the department. Currently department is headed by Dr. H. S. Mohana, Professor & Dean (Humanities).

Consultancy Service Offered in the Department: ICT-Phase-II (a dream project of the Government of Karnataka) inspection program, headed by the HOD and Staff of the department are actively participating to proliferate computer literacy among rural students. 

The results of the department are extremely good and have won a gold medal hatrick in the University examinations. A  Many projects sponsored by KSCST are taken up every year. The department has organized many AICTE and TEQIP programmes for the faculty and students periodically.

DEPARTMENT OF ELECTRONICS & INSTRUMENTATION ENGINEERING

VISION

The department will be a centre of excellence for Electronics and Instrumentation studies driven by research, in association with industry and society.

 

MISSION

To augment infrastructure in emerging technologies.

To provide student centered environment for effective learning by giving hands-on experience.

To develop research culture and create facilities for transforming idea into products to cater to society and industrial needs.

To collaborate with industry, academia and research organizations for contribution to the higher order learning and research.

To prepare students to meet the challenges of dynamic industrial requirements and higher education.

PROGRAM OUTCOMES (POs)

EngineeringGraduateswillbeableto:

Engineering knowledge: Apply the knowledge of mathematics, science,    engineering fundamentals, and an engineering specialization to the solution of complex engineering problems.

Problem analysis: Identify, formulate, review research literature, and analyze complex engineering problems reaching substantiated conclusions using first principles of mathematics, natural sciences, and engineering sciences.

Design/development of solutions: Design solutions for complex engineering problems and design system components or processes that meet the specified needs with appropriate consideration for the public health and safety, and the cultural, societal, and environmental considerations.

Conduct investigations of complex problems: Use research-based knowledge and research methods including design of experiments, analysis and interpretation of data, and synthesis of the information to provide valid conclusions.

Modern tool usage: Create, select, and apply appropriate techniques, resources, and modern engineering and IT tools including prediction and modeling to complex engineering activities with an understanding of the limitations.

The engineer and society: Apply reasoning informed by the contextual knowledge to assess societal, health, safety, legal and cultural issues and the consequent responsibilities relevant to the professional engineering practice.

Environment and sustainability: Understand the impact of the professional engineering solutions in societal and environmental contexts, and demonstrate the knowledge of, and need for sustainable development.

Ethics: Apply ethical principles and commit to professional ethics and responsibilities and norms of the engineering practice.

Individual and team work: Function effectively as an individual, and as a member or leader in diverse teams, and in multidisciplinary settings.

Communication: Communicate effectively on complex engineering activities with the engineering community and with society at large, such as, being able to comprehend and write effective reports and design documentation, make effective presentations, and give and receive clear instructions.

Project management and finance: Demonstrate knowledge and understanding of the engineering and management principles and apply these to one’s own work, as a member and leader in a team, to manage projects and in multidisciplinary environments.

Life-long learning: Recognize the need for, and have the preparation and ability to engage in independent and life-long learning in the broadest context of technological change.

PROGRAM SPECIFIC OUTCOMES

PSO1:Adopt concepts of measurement and transduction for instrumentation.

PSO2:Employ knowledge of instrumentation for process automation.

PROGRAM EDUCATIONAL OBJECTIVES (PEOs)

The Students are Expected to Possess:

Capacity to undertake automation jobs having competency in design of controllers, installation, commissioning, operation and maintenance of process plants in coordination with interrelated domain team. 

Inculcate social responsibility, leadership capability and integrity in their professional career.

Acumen to pursue higher education in interrelated domains of instrumentation.

Ability to Design and Implement projects relevant to industry and community taking into account social, ethical and environmental considerations.

Knowledge of computational platforms and software applications related to domain

Sl No Name & Designation Members
1 Prof. K Narasimhan
Associate Professor & Former Head
B.E.,M.Tech.,MISTE.,
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2 Dr. G. Shivakumar
Professor & Head, Dean(Research)
B.E.(UoM), M.Tech.(IIT, Kharagpur), PGD(HRM), Ph.D.(VTU)
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3 Dr. C. S. Suresh Babu
Associate Professor
B.E.,M.Tech.,Ph.D.,MISTE.,LMISSS.,
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4 Prof. N.E Ramesh
Associate Professor
B.E.,M.Tech
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5 Prof. H S Murali
Assistant Professor
B.E.,M.Sc(Engg).,
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6 Prof. Vanitha A
Assistant Professor
B.E.,M.Tech.,
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7 Prof. Chaithra Chandrashekar
Assistant Professor
B.E.,M.Tech.,
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8 Prof. C M Naveen Kumar
Assistant Professor
B.E.,M.Tech.,(Ph.D).,
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9 MRS. MEGHASHREE B. S.
ASSISTANT PROFESSOR
B.E.,M.Tech.,
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Sl No Name & Designation Members
1 Mr. Nadeem Ahmed
Mechanic

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2 Mr. Ravi H
Mechanic

image.jpg
3 Mrs. Padmapriya H
Typist

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4 Mrs. Nagapriya A N
Technical Assistant

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5 Mr. Thilak A P
Technical Helper

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Placement

 

Company Name

Number of Students Placed

1

TCS

09

2

Global logic

01

3

QSpiders

02

4

Yokogawa India Ltd

01

5

BOSCH`

02

Total

15

Sl.No

Company Name

Number of Students Placed

1

TCS,Bangalore

04

2

ETHNUS 

01

3

Qspiders

01

 

Total

06

Sl.No

Company Name

Number of Students Placed

1

SHRIRAM TRANSPORT FINANCE LTD

01

2

Cognizant 

01

3

Pinclick

01

4

Infosys

03

5

Sloki Technologies  

01

6

Wipro

01

7

Turbosteel

01

                                                                              Total

09

 

Achievements

·        Accredited by NBA thrice during 2004, 2008 and 2017 (OBE format under tier-I category).

·        Department is a VTU recognised Research Centre where 10 candidates are pursuing Ph.D and one candidate is pursuing M.Sc (Engg) by Research.

·        The results of the department are extremely good and have won hatrick gold medal in the University examinations.

·        The results of the department are extremely good and have won hatrick gold medal in the University examinations.

·        Alumni of 1999 batch have established a Lab, "Project & Innovation Lab" in the department. It is open to students and faculty round the clock.

·        AICTE-MODROBS for modernization of Embedded Systems Laboratory has been sanctioned with an amount of 14 Lakhs.

·        Many projects sponsored by KSCST are taken up every year.

·        The department has organized many AICTE and TEQIP programmes for the faculty and students periodically.

Lab Facilities

Department of Electronics & Instrumentation Engineering

Laboratory Facilities available in the Department

 

Sr. No.

 

Name of the Laboratory

 

Name of the Important equipment

 

Sr. No.

 

Name of the Laboratory

 

Name of the Important equipment

1.       

Analog Electronics Lab

 

1. Analog MultiMeter.

2. Function Generator.   

3. Variable Power Supply.

4. Auto Transformer

5. power supply 0 to 300v

6. Dual Trace oscilloscope 

7. Mill Ammeters Different Ranges. 

 

2.       

Instrumentation Lab

 

 

 

 

 

 

 

 

 

 

 

 

1. Analog MultiMeter

2. Function Generator.

3. Auto Transformer.

4. Dual Trace oscilloscope

5. Decade Resistor Box.

6. Decade Inductor Box.

7. Decade Condenser Box.

8. Rheostats Different Ranges.

9. Digital L C R Meter Handheld

10. Isolation Transformers

11. Mill Ammeters Different Ranges. 

12. Micro Ammeters Different Ranges.

13.LDR Module.

14.Maxwell Bridge.

15.Anderson Bridge.

16.Kelvins double Bridge.

17.Strain gauge Module.

18.LVDT Module.

19.RTD Module.

20.Thermister Module.

21.Thermocouple Module.                                   

3.       

Linear Integrated circuits lab

1. Digital MultiMeter.

2. Function Generator.   

3.variable Power Supply

4. Dual Trace oscilloscope 

5. Linear IC Tester

6.Fixed Power Supply

 

4.       

Digital circuits and VHDL lab

1. Digital MultiMeter.

2. Function Generator.  

3. Digital IC Tester

4. Digital IC Trainer kit

5.VHDL kits.& ladview Softwere.

5.       

Data Acquisition and Virtual Instrumentation lab

1. Digital MultiMeter.

2. Function Generator.   

3.variable Power Supply

4. Dual Trace oscilloscope 

5. Storage oscilloscope.

6. Digital IC Trainer kit

7. Micro Ammeters Different Ranges. 

8.Fixed Power Supply

 

 

6.       

Microprocessor lab

1. Digital MultiMeter.

2. Dual Trace oscilloscope 

3.Fixed Power Supply

4. LCD Projector .

5. Mp Kits 8085

6. Mp Kits 8086

7. Stepper Motor interface.

8.Key  board & Display interface.

9.Logic controller interface.

10.ADC interface.

11.Printer interface.

12.Dual scope ADC interface

13DAC for ADC interface

14.Temperature interface

15 Traffic Controller interface.

16.Elevater interface

17.Relay interface.

7.       

Control systems lab

1. Digital MultiMeter.

2. Function Generator.   

3.variable Power Supply

4. Dual Trace oscilloscope

5. Decade Resistor Box.

6. Decade Inductor Box.

7. Decade Condenser Box

8. Mill Ammeters Different Ranges

9. Micro Ammeters Different Ranges.

10.Fixed Power Supply

11. LDR & Relay Module.

 

 

 

8.       

DSP Lab

1. DSP Trainer kit

2. Digital MultiMeter.

3. Dual Trace oscilloscope 

4.Fixed Power Supply

5. LCD Projector .

6.ARM processer Kit.

7.ladview Softwere.

8. Debugger Softwere.

9. Stepper Motor (ARM processer)

10. DC Motor. (ARM processer)

 

9.       

Process Control Instrumentation Lab

1. Digital MultiMeter.

2. Function Generator.   

3.variable Power Supply

4. Auto Transformer

5. PLC Trainer kit & Accessories

6. Dual Trace oscilloscope 

7. Isolation Transformers

8. Mill Ammeters Different Ranges

9. Micro Ammeters Different Ranges.

10.Fixed Power Supply

17.Strain gauge Module.

18.LVDT Module.

19.RTD Module.

20.Thermister Module.

21.Thermocouple Module.

22.AD-590 Temperature Module.

 

 

 

10.   

Microcontroller Lab

1. Digital MultiMeter.

2. Dual Trace oscilloscope 

3.Fixed Power Supply

4. LCD Projector .

5. Microcontrollers Kit

6.DC Motor speed control interface.

7. Stepper Motor interface.

8.Key  board & Display interface.

9.Logic controller interface.

10.ADC interface.

11.Printer interface.

12.Dual scope ADC interface

13DAC for ADC interface

14.Temperature interface

15 Traffic Controller interface.

16.Elevater interface

 

 

 

 

Research & Development Activity

Department of Electronics & Instrumentation Engineering is a recognized research center of Visvesvaraya Technological University, Belagavi since 2016-17. Currently there are two VTU recognized Research Supervisors supervising 11 research scholars in the research center.

 

The following facilities are available in the Department:

·        MEMS Simulation Lab with licensed 5 users “Intellisuite” Software.

·        TEQIP III Sponsored "Process Automation Lab"

·        Project & Innovation Lab

·        Computer Center with 15 PCs.

·        IoT Project Kits

·        FLUKE TiS20 Thermal Imager.

·        MATLAB 2018 licensed version.

·        LabVIEW with Data Acquisition Cards.

Book Chapters:

1.       G. Shivakumar and P.A. Vijaya, Book Title: Synthesizing Human Emotion in Intelligent Systems and Robotics, Chapter Title: Investigation of Individual Emotions with GSR and FTT by employing LabVIEW, Editor: Dr. JordiVallverdúPublisher: IGI Global, USA, 2014 edition.

2.       Manjunatha, K. C., H. S. Mohana, and P. A. Vijaya.  "Computer Vision-Based Non-Magnetic Object Detection on Moving Conveyors in Steel Industry Through Differential Techniques and Performance Evaluation."  Computer Vision: Concepts, Methodologies, Tools, and Applications. IGI Global, 2018. 1820-1837.

3.       RajithKumar B.K., Mohana H.S., Uday J., Uma B.V. (2018) Edge Detection of Degraded Stone Inscription Kannada Characters Using Fuzzy Logic Algorithm. In: Satapathy S., Bhateja V., Raju K., Janakiramaiah B. (eds) Data Engineering and Intelligent Computing. Advances in Intelligent Systems and Computing, vol 542. Springer, Singapore.

  1. C M Naveen Kumar., G Shivakumar  “A Thermal Imaging Based Classification of Affective States Using Multiclass SVM.” Advances in Intelligent Systems and Computing, pp 53-63, vol 940. April 2019, Springer, Cham.
  2. C M Naveen Kumar, and G. Shivakumar. "A Real Time Human Emotion Recognition System Using Respiration Parameters and ECG." International Conference on Intelligent Human Computer InteractionLecture Notes in Computer Science, pp 36-45 vol 11278, November 2018,  Springer, Cham.
  3. C M Naveen Kumar, G Shivakumar, “A Real Time Human Emotion Recognition System using Respiration Inhale-Exhale Temperature Patterns and ECG”Lecture Notes on Data Engineering and Communications Technologies, pp 822-833 ,vol 26, December 2018, Springer, Cham.

 

Scopus Journals/Publications:

1.       G. Shivakumar and P.A. Vijaya, Book Title: Synthesizing Human Emotion in Intelligent Systems and Robotics, Chapter Title: Investigation of Individual Emotions with GSR and FTT by employing LabVIEW, Editor: Dr. JordiVallverdúPublisher: IGI Global, USA, 2014 edition.

2.       G. Shivakumar and P.A. Vijaya, “An Improved Artificial Neural Network Based Emotion Classification System for Expressive Facial Images”, Springer’s Lecture Notes in Electrical Engineering,ISBN 978-81-322-1523-3,No. 258, Chapter 31, 2013.

3.       Dr.H.S.Mohana, Rajithkumar B. K., G. Shivakumar, and C.M.Naveen Kumar, “Era Identification and Recognition of Stone In-scripted Kannada Characters Using Artificial Neural Networks”, International Journal of Engineering Research & Technology (IJERT) ISSN: 2278-0181, Volume 2, Issue 05, pp.178-185, 2014.

4.       Manjunatha, K. C., H. S. Mohana, and P. A. Vijaya.  "Computer Vision-Based Non-Magnetic Object Detection on Moving Conveyors in Steel Industry Through Differential Techniques and Performance Evaluation."  Computer Vision: Concepts, Methodologies, Tools, and Applications. IGI Global, 2018. 1820-1837.

5.       RajithKumar B.K., Mohana H.S., Uday J., Uma B.V. (2018) Edge Detection of Degraded Stone Inscription Kannada Characters Using Fuzzy Logic Algorithm. In: Satapathy S., Bhateja V., Raju K., Janakiramaiah B. (eds) Data Engineering and Intelligent Computing. Advances in Intelligent Systems and Computing, vol 542. Springer, Singapore.

6.       Prathibha G , H S Mohana, Quantitative and Qualitative Measurement of K-Means and Fuzzy C Means, the Detection and Extraction of MRI Cerebellum lesions, IJRTE, Volume-8 Issue-3, September 2019, ISSN: 2277-3878.

7.       C M Naveen Kumar., G Shivakumar, “Sensor and Feature Level Fusion of Thermal Image and ECG Signals in Recognizing Human Emotions”, International Journal of Innovative Technology and Exploring Engineering (IJITEE) ISSN: 2278-3075, Volume-9 Issue-2S, December 2019.

8.       C M Naveen Kumar., G Shivakumar  “A Thermal Imaging Based Classification of Affective States Using Multiclass SVM.” Advances in Intelligent Systems and Computing, pp 53-63, vol 940. April 2019, Springer, Cham.

9.       C M Naveen Kumar, and G. Shivakumar. "A Real Time Human Emotion Recognition System Using Respiration Parameters and ECG." International Conference on Intelligent Human Computer Interaction, Lecture Notes in Computer Science, pp 36-45 vol 11278, November 2018,  Springer, Cham.

10.   C M Naveen Kumar, G Shivakumar, “A Real Time Human Emotion Recognition System using Respiration Inhale-Exhale Temperature Patterns and ECG”, Lecture Notes on Data Engineering and Communications Technologies, pp 822-833 ,vol 26, December 2018, Springer, Cham.

11.   Babu, CS Suresh, and Premila Manohar , “Self-calibrated Non-Contact Capacitive Type Level Sensor for Liquid at Different Temperatures”, International Journal of Mechanical Engineering and Technology (IJMET) Volume 10, Issue 01, January 2019, pp. 296–305.

12.   Babu, CS Suresh, and Premila Manohar , “Studies on Effect of Corrosion for the Selection of Material of Self-Compensated Capacitive Type Liquid Level Sensor”, Applied Mechanics and Materials (Volume 895), pp- 230-236, November 2019.

 

International Journal (Non SCI) Publications:

1.       Mr. Mahanthesh U and Dr. H S Mohana,   “Identification of Human Facial Expression signal classification using Spatial Temporal Algorithm” International Journal of Engineering Research in Electrical and Electronic Engineering (IJEREEE) Vol 2, Issue 5, May 2016.

2.       “Detection and classification of moving objects by using real time traffic flux through differential analysis”,H.S. Mohana, M. Ashwathakumar, G. Shivakumar, K.C. Manjunath,International journal of computer, Mathematical sciences and applications, Serial Publications, New Delhi, Jan-June 2009

3.       “Computer Aided Diagnosis For the Detection of Lung Nodules”, B S Yogananda, H.S. Mohana, G. Shivakumar, IOSR Journal of Engineering, ISSN:2250-3021, Vol 2, Issue 7(July 2012), PP 134-136

4.       “Machine Vision based Non-Magnetic Object Detection and Removal on Moving Conveyors in Steel Industry through Differential Techniques”, K C Manjunatha, H.S. Mohana, P A Vijaya, International Journal of Computer Vision and Image Processing, 2(3), 66-77, July-September 2012.

5.       “Object Classification from Estimated Traffic Flux Density Using Discrete Fourier Transform”, H.S. Mohana, M. Ashwathakumar, K C Manjunatha, International Journal of Computer Science and Artificial Intelligence, March 2013, Vol 3, Issue 1.

6.       G. Shivakumar and P.A. Vijaya, “Face Recognition System using Back-propagation Artificial Neural Network”, International Journal of Computer Engineering and Information Technology, Vol. 7, No. 12, 2009, pp. 10-18.

7.       “Development and Simulation of Poly View Fusion for Enhance Video Denoising Algorithms”, H S Mohana, Nandini S, IJRIT International Journal of Research in Information Technology, Vol 1, Issue 5, May 2013, Page.165-174

8.        Vishnumurthy T D, Mohana H S, Vaibhav A Meshram,PramodKammar,"Suppression of Herringbone Artifact in MR Images of Brain Using Combined Wavelet and FFT Based Filtering Technique", International Journal of Computer Sciences and Engineering, Volume 4, Issue 2, E-ISSN 2347-2693.

9.       Vishnumurthy T D, Mohana H S, Vaibhav A Meshram,PramodKammar ,"A Novel Algorithm for Removal of Herringbone Artifact in Brain MR Images Using FFT and Canny Edge Detector", American Journal of Engineering Research (AJER), e-ISSN: 2320-0847 p-ISSN : 2320-0936, Volume-5, Issue-5, pp-184-189. 2017.

10.   Vishnumurthy T D, Mohana H S, Vaibhav A Meshram,PramodKammar ,"A Novel Algorithm for Removal of Herringbone Artifact in Brain MR Images Using FFT and Canny Edge Detector", American Journal of Engineering Research (AJER), e-ISSN: 2320-0847 p-ISSN : 2320-0936, Volume-5, Issue-5, pp-184-189. 2017.

11.   Satheesh, M. K., and H. S. Mohana., A novel method for enhancement of coloured image using DST algorithm, International Journal of Recent Trends in Engineering & Research (IJRTER), Volume 03, Issue 08; September - 2017 [ISSN: 2455-1457].

12.   Dr.H S Mohana, Satheesh M K, A color enhancement using histogram modification of color and depth images, International Journal of Scientific & Engineering Research Volume 10, Issue 9, September-2019 ISSN 2229-5518.

13.   Prathibha G , H S Mohana, Quantitative and Qualitative Measurement of K-Means and Fuzzy C Means, the Detection and Extraction of MRI Cerebellum lesions, IJRTE, Volume-8 Issue-3, September 2019, ISSN: 2277-3878.

14.   H.S.Mohana, G.Shivakumar,Manjunatha. K.C. and M.Ashwathakumar,  “Detection and Classification of Moving Objects by Using Real Time Traffic Flux Through Differential Analysis”,International journal of Computer, Mathematical Sciences and Applications, Vol. 3, No. 1-2, January-June 2009, pp. 31-39.

15.   G. Shivakumar and P.A. Vijaya, “Face Recognition using Geometric Attributes”, International Journal of Computational Intelligence and Research, Vol. 6, No. 03, 2010, pp. 373-383.

16.   H.S.Mohana, M.Ashwathakumar and G.Shivakumar,“Vehicle Counting and Classification using Kalman Filter and Pixel Scanner Technique and its Verification with Optical Flow Estimation”,Global Journal of Computer Science and Technology,Vol. 10,Issue 8, Ver 1.0 August 2010, pp. 46-53.

17.   G. Shivakumar and P.A. Vijaya, “Analysis of Human Emotions Using Galvanic Skin Response and Finger Tip Temperature”, International Journal of Synthetic Emotions (United States), Vol. 2, Issue 1, 2011. pp. 15-25.

18.   G. Shivakumar and P.A. Vijaya, “Emotion Recognition Using Finger Tip Temperature: First Step towards an Automatic System”,International Journal of Computer and Electrical Engineering (Singapore), Vol. 4, No. 3, June 2012, pp.252-255.

19.   P. A. Vijaya and G. Shivakumar, "Galvanic Skin Response: A Physiological Sensor System for Affective Computing," International Journal of Machine Learning and Computing (Singapore)Vol. 3, No. 1, pp. 31-34, 2013.

20.   C M Naveen Kumar, B Ramesh, G Shivakumar, “Android Based Autonomous Intelligent Robot for Border Security”, IJISET, Vol 1, Issue 5, July 2014.

21.   Dr. H.S. Mohana, Rajithkumar B K, Navya.K, H.S.Prabhakara, G.Shivakumar,“Finger Print Recognition using Scale Invariant Feature Transform”, International Journal of Electrical and Electronic Engineering & Telecommunications (IJEETC), Volume 3, Issue 3, May 2014.

22.   Dr. H.S. Mohana, Navya.K, G. Shivakumar, Dr. P.C.Srikanth ,“Stone Inscripted Kannada Characters Matching using SIFT”, International Journal of Industrial Electronics and Electrical Engineering, ISSN: 2347-6982, Volume-2, Issue-6, June-2014.

23.   C.M. Naveenkumar and G. Shivakumar, “A survey on Human Emotion Analysis Using Thermal Imaging and Physiological Variables”, International Journal of Current Engineering and Scientific Research, ISSN(Print):2393-8374, Online: 2394-0697, Volume 4, Issue 4, 2017.

24.   G. Shivakumar, H.S.Murali, Mr. C.M. Naveen Kumar “ Labview Based Specific Gravity Measurement” International Journal of Computer Applications (0975–8887), 2015.

25.   Murali, H. S., and M. Meenakshi. "Design and development of FPGA based data acquisition system for process automation." Communications in Control Science and Engineering (CCSE) 1.1 (2013): 7-11.

26.   Murali, H. S., and M. Meenakshi. "Design of Linear Kalman Filter Based Parameter Estimator for a Micro Air Vehicle." Bonfring International Journal of Industrial Engineering and Management Science 5.3 (2015): 123-126.

27.   Manjunatha, K. C., H. S. Mohana, and P. A. Vijaya.  "Computer Vision-Based Non-Magnetic Object Detection on Moving Conveyors in Steel Industry Through Differential Techniques and Performance Evaluation."  Computer Vision: Concepts, Methodologies, Tools, and Applications. IGI Global, 2018. 1820-1837.

28.   Dr.H S Mohana, Satheesh M K, A color enhancement using histogram modification of color and depth images, International Journal of Scientific & Engineering Research Volume 10, Issue 9, September-2019 ISSN 2229-5518.

29.   Prathibha G , H S Mohana, Quantitative and Qualitative Measurement of K-Means and Fuzzy C Means, the Detection and Extraction of MRI Cerebellum lesions, IJRTE, Volume-8 Issue-3, September 2019, ISSN: 2277-3878.

30.   Neelakantappa, B. B., CS Suresh Babu, Uma Boregowda, and A. M. Vinod. "Recent Trends and Challenges in Campus placements of Engineering Institutions." Journal of Engineering Education Transformations (2018).

31.   C M Naveen Kumar., G Shivakumar, “Sensor and Feature Level Fusion of Thermal Image and ECG Signals in Recognizing Human Emotions”, International Journal of Innovative Technology and Exploring Engineering (IJITEE) ISSN: 2278-3075, Volume-9 Issue-2S, December 2019.

32.   C M Naveen Kumar., G Shivakumar  “A Thermal Imaging Based Classification of Affective States Using Multiclass SVM.” Advances in Intelligent Systems and Computing, pp 53-63, vol 940. April 2019, Springer, Cham.

33.   C M Naveen Kumar, and G. Shivakumar. "A Real Time Human Emotion Recognition System Using Respiration Parameters and ECG." International Conference on Intelligent Human Computer Interaction, Lecture Notes in Computer Science, pp 36-45 vol 11278, November 2018,  Springer, Cham.

34.   C M Naveen Kumar, G Shivakumar, “A Real Time Human Emotion Recognition System using Respiration Inhale-Exhale Temperature Patterns and ECG”, Lecture Notes on Data Engineering and Communications Technologies, pp 822-833 ,vol 26, December 2018, Springer, Cham.

35.   Babu, CS Suresh, and Premila Manohar , “Self-calibrated Non-Contact Capacitive Type Level Sensor for Liquid at Different Temperatures”, International Journal of Mechanical Engineering and Technology (IJMET) Volume 10, Issue 01, January 2019, pp. 296–305.

 

 

 

International Conference:

1.       C M Naveen Kumar & G Shivakumar, “A Real Time Human Emotion Recognition System using Respiration Inhale-Exhale Temperature Patterns and ECG”, Springer International Conference On Intelligent Data Communication Technologies And Internet Of Things (ICICI 2018), The Arcadia, Coimbatore, India, 07-08 August 2018.

2.       C M Naveen Kumar and Shivakumar G, “A Thermal Imaging Based Classification of Affective States using Multiclass SVM”, International Conference on Intelligent Systems Design and Applications (ISDA-2018), 6th December, 2018, VIT, Vellore, TN, India.

3.       C M Naveen Kumar, and G. Shivakumar. "A Real Time Human Emotion Recognition System Using Respiration Parameters and ECG." International Conference on Intelligent Human Computer Interaction, 7th-9th December, 2018, IIIT, Allahabad, UP, India.

4.       Deepika. K.C. and G. Shivakumar, “Touchless 3D Fingerprint Classification: A Systematic Survey”, 3rd International Conference on Electrical, Electronics, Communication, Computer Technology and Optimization Techniques(ICEECCOT 2018), 14-15 December, 2018, GSSSIETW, Mysore, PP 352-356.

5.       Prathibha G and H S Mohana “Assessment of segmentation algorithms using GLCM features in detection and extraction of tumors and lesions of brain MRI” 2018 Third International Conference on Electrical, Electronics, Communication Computer Technologies and Optimization Techniques (ICEECCOT), 14-15  December 2018.  GSSSIETW, Mysore.

6.       Deepika. K.C. and G. Shivakumar, “Touchless 3D Fingerprint Classification: A Systematic Survey”, 3rd International Conference on Electrical, Electronics, Communication, Computer Technology and Optimization Techniques(ICEECCOT 2018), 14-15 December, 2018, GSSSIETW, Mysore, PP 352-356.

7.       Dr. H S Mohana and Mr.Mahanthesh U, in  SMART DIGITAL MONITORING FOR  ATTENDANCE SYSTEM International Conference on Recent Innovations in Electrical, Electronics & Communication Engineering - (ICRIEECE) July 27th & 28th 2018 School of Electrical Engineering, Kalinga Institute of Industrial Technology (KIIT), Bhubaneswar, India. (Deemed to be University U/S 3 of the UGC Act, 1956).

8.       Swathy. H.Y., G. Shivakumar and H.S. Mohana “Crowd behavior Analysis-A Survey” International Conference on Recent Advances in Electronics & Communication Technology organized by SJBIT, Bengaluru from 16th to 17th March, 2017.

9.       Dr. H S Mohana and Mr.Mahanthesh U, in  SMART DIGITAL MONITORING FOR  ATTENDANCE SYSTEM International Conference on Recent Innovations in Electrical, Electronics & Communication Engineering - (ICRIEECE) July 27th & 28th 2018 School of Electrical Engineering, Kalinga Institute of Industrial Technology (KIIT), Bhubaneswar, India. (Deemed to be University U/S 3 of the UGC Act, 1956).

10.    H.S. Mohana, M. Ashwathakumar, G. Shivakumr, “ Statistical Approach to  Real-time Traffic flux Estimation”  IEEE International Conference on Digital Signal and Image Processing, 7th to 9th Dec,2006, BVB College of Engineering, HUBLI(Page no. 501-505)

11.   Vishnumurthy, T. D., H. S. Mohana, and Vaibhav A. Meshram.  "Automatic segmentation of brain MRI images and tumor detection using morphological techniques."   IEEE International Conference on. Electrical, Electronics, Communication, Computer and Optimization Techniques (ICEECCOT), 016, 2016.

12.   Mr. Mahanthesh U and Dr. H S Mohana,   “Identification of Human Facial Expression signal classification using Spatial Temporal Algorithm” International Journal of Engineering Research in Electrical and Electronic Engineering (IJEREEE) Vol 2, Issue 5, May 2016.

13.   Vishnumurthy, T. D., H S Mohana  "Frequency Domain Technique to Remove Herringbone Artifact from Magnetic Resonance Images of Brain and Morphological Segmentation for Detection of Tumor."  International Conference on Emerging Research in Computing, Information, Communication and Applications. Springer, Singapore, 2016.

14.   Mohana, H. S., and B. K. Rajithkumar.  "Era identification and recognition of Ganga and Hoysala phase Kannada stone inscriptions characters using advance recognition algorithm."  IEEE International Conference on.  Control, Instrumentation, Communication and Computational Technologies (ICCICCT), 2014, 2014.

15.   Pramod Kammar, H S Mohana, T D Vishnumurthy "Minimization of ring artifacts in CT images",  ICCSEEE-2015, Bengaluru, 24th & 25th may 2015.

16.   H.S. Mohana, M. Ashwathakumar, G. Shivakumr, K.C. Manjunath,IEEE- 2009 “Detection and Classification of Moving Objects by Using Real Time TrafficFlux Through Differential and Graphical analysis”, First International Conference on Computational Intelligence, Communication Systems and Networks,Indore, 22-24th July 2009.

17.   Dr. H.S. Mohana, Navya.K, Rajithkumar.B.K, Nagesh.C.  “Interactive segmentation for character extraction in stone inscriptions”,  Proceedings of IEEE sponsored conference - International Conference on Current trends in Engineering and Technology in Coimbatore, paper id. ICCTET 077, pp-431-438.

18.   Babu, CS Suresh, and Premila Manohar. "Design of a switching unit for fringe capacitance based smart sensor for multi threshold liquid level monitoring." 2015 International Conference on Smart Sensors and Systems (IC-SSS). IEEE, 2015.

19.   G. Shivakumar, H.S. Mohana and P.A. Vijaya, “Facial Expression Based Human Emotion Recognition with Live Computer Response”,  International Conference on Intelligent and Autonomous Systems (ICIAS2015) organized by Malnad College of Engineering and ISRO-MCF, Hassan from 28th to 29th November,2015.

20.   Mohana, H. S., and B. K. Rajithkumar.  "Era identification and recognition of Ganga and Hoysala phase Kannada stone inscriptions characters using advance recognition algorithm."  IEEE International Conference on.  Control, Instrumentation, Communication and Computational Technologies (ICCICCT), 2014, 2014.

21.   Babu, CS Suresh, and Premila Manohar. "Design of a low cost signal conditioning circuit for self-compensated non contact capacitive type multi threshold liquid level sensor." International Conference on Circuits, Communication, Control and Computing. IEEE, 2014.

22.   G. Shivakumar and P.A. Vijaya, “Contemplation of Emotion Using Medley Feature Vector Method”, accepted for publication in the proceedings of the 2nd International Conference on Digital Signal Processing (MIC-SigProc 2014), Dubai, 3-5 Oct, 2014.

23.   G. Shivakumar and P.A. Vijaya, “An Improved Artificial Neural Network Based Emotion Classification System for Expressive Facial Images”, International Conference on VLSI, Communication, Advanced Devices, Signals & Systems and Networking (VCASAN) held at BNMIT, Bangalore,17 – 19 July 2013, pp. 243-253.

24.   G. Shivakumar and P.A. Vijaya, “Human Emotion Recognition from Facial Images Using Feed Forward Neural Network with Batch Back Propagation Algorithm”,International Conference on Data Engineering and Communication Systems-2011 (ICDECS 2011)held at Bangalore,29 - 30, December 2011, pp. 198-203.

25.   G. Shivakumar and P.A. Vijaya, “Emotion Recognition Using Finger Tip Temperature: First Step towards an Automatic System”,IEEE International Conference on Signal Acquisition and Processing (ICSAP 2011) held at Singapore,26 - 28, February 2011, pp. VI-1 to VI-5.

26.   P.A. VijayaandG. Shivakumar, “Galvanic Skin Response: A Physiological Sensor System for Affective Computing”,IEEE International Conference on Machine Learning and Computing (ICMLC 2011) held at Singapore, 26 - 28, February 2011.

27.   H.S.Mohana, M.Ashwathakumar, G.Shivakumar, “Vehicle Detection and Counting by Using Real Time Traffic Flux Through Differential Technique and PerformanceEvaluation” ,IEEE International conference on Advanced  ComputerControl (ICACC 2009)held at Nanyong Technological University, Singapore,22 - 24, January 2009.

28.    H.S.Mohana, M.Ashwathakumar, G.Shivakumar, “Real-time Dynamic Scene Analysis Using Differential Technique and Performance Evaluation with Optical Flow” ,IEEE International conference on Advanced  ComputerControl (ICACC 2009)held at Nanyong Technological University, Singapore, 22 - 24, January 2009.

29.   H.S.Mohana ,M.Ashwathakumar, G.Shivakumar , "Detection and Classification of Moving Objects by using Real Time Traffic Flux through Differential and Graphical analysis"presented at The IEEE International Conference on Computational Intelligence, Communication Systems and Networks held at Indore, India, 23rd to 25th July 2009.

30.   “Real time parameter evaluation algorithm for ECG Signal, H.S. Mohana, M. Ashwathakumar, G. Shivakumr, H.S.Murali,International conference on signal and image processing”, VVIET, Mysore,12-14 Agust,2009.

31.   G. Shivakumar  and P.A. Vijaya, “Face Recognition Systems – A Systematic Survey”, IEEE International conference on Computer, Communication, Control and Instrumentation, PP 83-87, RVCE, Bangalore, 21st  to 23rd November 2007.

32.   G. Shivakumar, P.A. Vijaya and R.S. Anand, “Artificial Neural Network Based Cumulative Scoring Pattern Method for ECG Analysis”, IEEE International conference on Advances in Computer Vision and Information Technology,  PP 451-457, Dr. AmbedkarMarathwada university, Aurangabad, 28th to 30th November 2007.

33.   H.S. Mohana, M. Ashwathakumar and G. Shivakumar , “Statistical Approach to real time traffic flux estimation”,  IEEE International Conference on signal and Image processing , PP-501-505,  BVBCET, Hubli, 7th to 9th December 2006.

34.   “PLC for captive power generation using Altera MAX 3000 CPLD” G. Shivakumar., H.S. Mohana and Dr. H.N. Suresh., Presented at the International Conferenceon Energy, information technology and power to be held at GIET, Poona, from 28th –29st  January 2005

35.    “Design and Development of Thin Film Magnetoresistive Magnetometer” K.V. Siddamal, G. Shivakumar, H.S. Mohana and M.V. Sathyanarayana Presented and Published at the InternationalConferenceon Instrumentation to be held at GIET, Poona, from 19th –21st December 2004.

36.   “PLC for captive power generation using Altera MAX 3000 CPLD” G. Shivakumar., H.S. Mohana and Dr. H.N. Suresh., Presented at the International Conferenceon Energy, information technology and power to be held at GIET, Poona, from 28th –29st  January 2005.

37.   “Design and Development of Thin Film Magnetoresistive Magnetometer” K.V. Siddamal, G. Shivakumar, H.S. Mohana and M.V. Sathyanarayana Presented and Published at the InternationalConferenceon Instrumentation to be held at GIET, Poona, from 19th –21st December 2004.

38.   “Interactive segmentation for character extraction in stone inscriptions”, Dr. H.S. Mohana, Navya.K, Rajithkumar.B.K, Nagesh.C. Proceedings of IEEE sponsored conference - International Conference on Current trends in Engineering and Technology in Coimbatore, paper id. ICCTET 077, pp-431-438.

39.   K.V. Siddamal, G. Shivakumar, H.S. Mohana and M.V. Sathyanarayana, “Design and Development of Thin Film Magneto-resistive Magnetometer”, International Conference on Instrumentation, Paper number CP-103, GIET Poona, 19th –21st December 2004.

 

 

 

National Conferences:

  1. MoushumiMazumdar, G. Shivakumar, H.S. Mohana and K.A.Krishnamurthy, “An Automated Terrace Cultivation System with Remote Monitoring Facility”, National symposium on Instrumentation, Paper number CP- 252, GB Pant University, Pantnagar, 3rd-5th November 2003.
  2. MoushumiMazumdar, G. Shivakumar, H.S. Mohana and K.A.Krishnamurthy, “An Automated Terrace Cultivation System with Remote Monitoring Facility”, National symposium on Instrumentation, Paper number CP- 252, GB Pant University, Pantnagar, 3rd-5th November 2003.
  3. AnirbanBhowal, G. Shivakumar, H.S. Mohana and K.A.Krishnamurthy, “A PIC 16F877 Microcontroller Based Automation of Cattle Feed Plant”, National symposium on Instrumentation, Paper number CP- 251, GB Pant University, Pantnagar, 3rd-5th November 2003.
  4. H.N Suresh, G. Shivakumar, H.S. Mohana and M.S.Raviprakasha, “Design and fabrication of switched mode power supply” , National Conference on Recent advances in power system and control,Pp 127-132, GVP, Vizag, 27th –29th December 2003.
  5. G. Shivakumar, H.S. Mohana and H.N Suresh, “Trellis Codec using Altera Max 3000 CPLD” , National Conference on Control and Instrumentation , PP 162-166, MIT, Manipal, 05th  to 06th November 2004.
  6. G. Shivakumar. and H.S. Mohana, “A Bio-veterinary system to characterize disease in bovines” ,National symposium on Instrumentation , Cochin University of Science and Technology, Cochin, 30th November 2005 to 2nd December 2005.
  7. G. Shivakumar. and H.S. Mohana, “Medical strip detection and diverting system using PIC16F877 microcontroller”, National symposium on Instrumentation , Cochin University of Science and Technology, Cochin, 30th November 2005 to 2nd December 2005.
  8. H.S. Mohan, M. Ashwathakumar, G. Shivakumar and K C Ravishankar, “Vehicle Tracking and Velocity Estimation using Cumulative Optical flow Computation”, National conference on Innovations in information and communication Technology(NCIICT-2006), PSG Coimbatore, pp. 188-192.
  9. G. Shivakumar, H.S. Mohana and P.A. Vijaya, “Moisture Measurement in Food Grains Using PIC 16F877 microcontroller” , National symposium on Instrumentation, paper number-CP-326,  Institute of Technology & Management, Department of Electronics & Instrumentation, ITM Universe, Gwalior, 12th to 15th  October 2006 organized by Instrument Society of India, Indian Institute of Science, Bangalore. 
  10. G. Shivakumar, H.S. Mohana and P.A. Vijaya, “Human Blood Glucose Measurement Using PIC 16F877 microcontroller” , National symposium on Instrumentation, paper number-CP-327,  Institute of Technology & Management, Department of Electronics & Instrumentation, ITM Universe, Gwalior, 12th to 15th  October 2006 organized by Instrument Society of India, Indian Institute of Science, Bangalore. 
  11. G. Shivakumar, A. Vanitha, Chaitra Chandrashekar and K. Sridevi,“Portable Respiratory Monitor” , National ConferenceonPower Systems and Industrial Automation (NCPSIA-2015), pp 67-70,  GSSSIETW, Mysore 22nd August 2015.
  12. G. Shivakumar, H.S. Mohana, H.S. Murali and C.M. Naveenkumar,“LabVIEW Based Specific Gravity Measurement”,National Conference on Power Systems and Industrial Automation (NCPSIA-2015), pp 84-88,  GSSSIETW, Mysore 22nd August 2015.

13.   “A Novel Sensor for Microprocessor based Drip Irrigation System” H S Mohana, Dr. K A Krishnamurthy presented at IETE National conference on sensors and transducers held at CSIO, Chandigar during 20-21-September 1996.

14.    “Design And Fabrication Of Switched Mode Power Supply” Dr.H.NSuresh.,G. Shivakumar, H.S. Mohana and Dr.M.S.Raviprakasha Accepted for Publication at the National Conference on Recent Advances In Power System And Control. Held at GVP, Vizag, from 27th –29th December 2003.

15.   “An Automated Terrace Cultivation System with Remote Monitoring Facility” MoushumiMazumdar, G. Shivakumar, H.S. Mohana and Dr.K.A.Krishnamurthy. Presented at the National symposiam on Instrumentation. Held at GB Pant University, from 3rd-5th November 2003

16.   “Trellis Codec using Altera Max 3000 CPLD” G. Shivakumar, H.S. Mohana and H.N Suresh., Presented at the National Conference on Control and Instrumentation held at MIT, Manipal, from 05th –06th November 2004

17.   “A PIC 16F877 Microcontroller Based Automation of Cattle Feed Plant”, AnirbanBhowal, G. Shivakumar, H.S. Mohana and Dr.K.A.Krishnamurthy. Presented at the National Symposium on Instrumentation. Held at GB Pant University, from 3rd-5th November 2003.

18.   “A bio-vetenary system to characterize disease in bovines”G. Shivakumar., H.S. Mohana presented paper at National symposium on Instrumentation held at Cochin University of Science and Technology, Cochin, during 30th November to 2nd December 2005, organized by Instrumentation Society of India. Indian institute of Science, Bangalore.

19.   “Medical strip detection and diverting system using PIC16F877 microcontroller ” G. Shivakumar., H.S. Mohana presented paper at National symposium on  Instrumentation held at Cochin University of Science and Technology, Cochin, during 30th November to 2nd December 2005, organized by Instrumentation Society of India, Indian Institute of Science, Bangalore.

20.   “Real time dynamic scene analysis using differential technique and performance evaluation with optical flow”, H.S. Mohana, M. Ashwathakumar, G. Shivakumr,   IEEE- Int. National conference (ICACC-09) at Singapore, 21 – 24 January 2009

21.   “Vehicle detection counting by using real time traffic flux through differential technique  and performance evaluation”, H.S. Mohana, M. Ashwathakumar, G. Shivakumr, IEEE- Int. National conference (ICACC-09) at Singapore, 21 – 24 January 2009

22.   Era Identification and Recognition of Stone In-scripted Kannada Characters Using Artificial Neural Networks , Dr. H.S. Mohana, G. Shivakumar, Rajithkumar B K, C.M.Naveen Kumar, 2nd National Conference on Innovation in Computing and Communication Technology (NCICCT ’14), March 22, 2014. Department Of CSE, Kongunadu College Of Engineering and Technology-Trichy, Tamilnadu, India.

23.   Mahanthesh U Avikumar R Dr. Shivakumar M Dr. H.S. Mohana, "Real Time Controlling of Autonomous Robot based on the Detection of Traffic Signs using MATLAB", National Conference on Power Systems & Industrial Automation ( NCPSIA-2015), GSSS Institute of Engineering & Technology for Women, Mysore

 

 

International Journals:

·         G. Shivakumar and P.A. Vijaya, Book Title: Synthesizing Human Emotion in Intelligent Systems and Robotics, Chapter Title: Investigation of Individual Emotions with GSR and FTT by employing LabVIEW, Editor: Dr. JordiVallverdúPublisher: IGI Global, USA, 2014 edition.

·         G. Shivakumar and P.A. Vijaya, “An Improved Artificial Neural Network Based Emotion Classification System for Expressive Facial Images”, Springer’s Lecture Notes in Electrical Engineering,ISBN 978-81-322-1523-3,No. 258, Chapter 31, 2013.

·         Dr.H.S.Mohana, Rajithkumar B. K., G. Shivakumar, and C.M.Naveen Kumar, “Era Identification and Recognition of Stone In-scripted Kannada Characters Using Artificial Neural Networks”, International Journal of Engineering Research & Technology (IJERT) ISSN: 2278-0181, Volume 2, Issue 05, pp.178-185, 2014.

·         Manjunatha, K. C., H. S. Mohana, and P. A. Vijaya.  "Computer Vision-Based Non-Magnetic Object Detection on Moving Conveyors in Steel Industry Through Differential Techniques and Performance Evaluation."  Computer Vision: Concepts, Methodologies, Tools, and Applications. IGI Global, 2018. 1820-1837.

·         RajithKumar B.K., Mohana H.S., Uday J., Uma B.V. (2018) Edge Detection of Degraded Stone Inscription Kannada Characters Using Fuzzy Logic Algorithm. In: Satapathy S., Bhateja V., Raju K., Janakiramaiah B. (eds) Data Engineering and Intelligent Computing. Advances in Intelligent Systems and Computing, vol 542. Springer, Singapore.

·         Prathibha G , H S Mohana, Quantitative and Qualitative Measurement of K-Means and Fuzzy C Means, the Detection and Extraction of MRI Cerebellum lesions, IJRTE, Volume-8 Issue-3, September 2019, ISSN: 2277-3878.

·         C M Naveen Kumar., G Shivakumar, “Sensor and Feature Level Fusion of Thermal Image and ECG Signals in Recognizing Human Emotions”, International Journal of Innovative Technology and Exploring Engineering (IJITEE) ISSN: 2278-3075, Volume-9 Issue-2S, December 2019.

 

 

·         C M Naveen Kumar., G Shivakumar  “A Thermal Imaging Based Classification of Affective States Using Multiclass SVM.” Advances in Intelligent Systems and Computing, pp 53-63, vol 940. April 2019, Springer, Cham.

·         C M Naveen Kumar, and G. Shivakumar. "A Real Time Human Emotion Recognition System Using Respiration Parameters and ECG." International Conference on Intelligent Human Computer Interaction, Lecture Notes in Computer Science, pp 36-45 vol 11278, November 2018,  Springer, Cham.

·         C M Naveen Kumar, G Shivakumar, “A Real Time Human Emotion Recognition System using Respiration Inhale-Exhale Temperature Patterns and ECG”, Lecture Notes on Data Engineering and Communications Technologies, pp 822-833 ,vol 26, December 2018, Springer, Cham.

·         Babu, CS Suresh, and Premila Manohar , “Self-calibrated Non-Contact Capacitive Type Level Sensor for Liquid at Different Temperatures”, International Journal of Mechanical Engineering and Technology (IJMET) Volume 10, Issue 01, January 2019, pp. 296–305.

·         Babu, CS Suresh, and Premila Manohar , “Studies on Effect of Corrosion for the Selection of Material of Self-Compensated Capacitive Type Liquid Level Sensor”, Applied Mechanics and Materials (Volume 895), pp- 230-236, November 2019.

·         Mr. Mahanthesh U and Dr. H S Mohana,   “Identification of Human Facial Expression signal classification using Spatial Temporal Algorithm” International Journal of Engineering Research in Electrical and Electronic Engineering (IJEREEE) Vol 2, Issue 5, May 2016.

·         “Detection and classification of moving objects by using real time traffic flux through differential analysis”,H.S. Mohana, M. Ashwathakumar, G. Shivakumar, K.C. Manjunath,International journal of computer, Mathematical sciences and applications, Serial Publications, New Delhi, Jan-June 2009

·         “Computer Aided Diagnosis For the Detection of Lung Nodules”, B S Yogananda, H.S. Mohana, G. Shivakumar, IOSR Journal of Engineering, ISSN:2250-3021, Vol 2, Issue 7(July 2012), PP 134-136

·         “Machine Vision based Non-Magnetic Object Detection and Removal on Moving Conveyors in Steel Industry through Differential Techniques”, K C Manjunatha, H.S. Mohana, P A Vijaya, International Journal of Computer Vision and Image Processing, 2(3), 66-77, July-September 2012.

·         “Object Classification from Estimated Traffic Flux Density Using Discrete Fourier Transform”, H.S. Mohana, M. Ashwathakumar, K C Manjunatha, International Journal of Computer Science and Artificial Intelligence, March 2013, Vol 3, Issue 1.

·         G. Shivakumar and P.A. Vijaya, “Face Recognition System using Back-propagation Artificial Neural Network”, International Journal of Computer Engineering and Information Technology, Vol. 7, No. 12, 2009, pp. 10-18.

·         “Development and Simulation of Poly View Fusion for Enhance Video Denoising Algorithms”, H S Mohana, Nandini S, IJRIT International Journal of Research in Information Technology, Vol 1, Issue 5, May 2013, Page.165-174

·          Vishnumurthy T D, Mohana H S, Vaibhav A Meshram,PramodKammar,"Suppression of Herringbone Artifact in MR Images of Brain Using Combined Wavelet and FFT Based Filtering Technique", International Journal of Computer Sciences and Engineering, Volume 4, Issue 2, E-ISSN 2347-2693.

·         Vishnumurthy T D, Mohana H S, Vaibhav A Meshram,PramodKammar ,"A Novel Algorithm for Removal of Herringbone Artifact in Brain MR Images Using FFT and Canny Edge Detector", American Journal of Engineering Research (AJER), e-ISSN: 2320-0847 p-ISSN : 2320-0936, Volume-5, Issue-5, pp-184-189. 2017.

·         Vishnumurthy T D, Mohana H S, Vaibhav A Meshram,PramodKammar ,"A Novel Algorithm for Removal of Herringbone Artifact in Brain MR Images Using FFT and Canny Edge Detector", American Journal of Engineering Research (AJER), e-ISSN: 2320-0847 p-ISSN : 2320-0936, Volume-5, Issue-5, pp-184-189. 2017.

·         Satheesh, M. K., and H. S. Mohana., A novel method for enhancement of coloured image using DST algorithm, International Journal of Recent Trends in Engineering & Research (IJRTER), Volume 03, Issue 08; September - 2017 [ISSN: 2455-1457].

·         Dr.H S Mohana, Satheesh M K, A color enhancement using histogram modification of color and depth images, International Journal of Scientific & Engineering Research Volume 10, Issue 9, September-2019 ISSN 2229-5518.

·         Prathibha G , H S Mohana, Quantitative and Qualitative Measurement of K-Means and Fuzzy C Means, the Detection and Extraction of MRI Cerebellum lesions, IJRTE, Volume-8 Issue-3, September 2019, ISSN: 2277-3878.

·         H.S.Mohana, G.Shivakumar,Manjunatha. K.C. and M.Ashwathakumar,  “Detection and Classification of Moving Objects by Using Real Time Traffic Flux Through Differential Analysis”,International journal of Computer, Mathematical Sciences and Applications, Vol. 3, No. 1-2, January-June 2009, pp. 31-39.

·         G. Shivakumar and P.A. Vijaya, “Face Recognition using Geometric Attributes”, International Journal of Computational Intelligence and Research, Vol. 6, No. 03, 2010, pp. 373-383.

·         H.S.Mohana, M.Ashwathakumar and G.Shivakumar,“Vehicle Counting and Classification using Kalman Filter and Pixel Scanner Technique and its Verification with Optical Flow Estimation”,Global Journal of Computer Science and Technology,Vol. 10,Issue 8, Ver 1.0 August 2010, pp. 46-53.

·         G. Shivakumar and P.A. Vijaya, “Analysis of Human Emotions Using Galvanic Skin Response and Finger Tip Temperature”, International Journal of Synthetic Emotions (United States), Vol. 2, Issue 1, 2011. pp. 15-25.

·         G. Shivakumar and P.A. Vijaya, “Emotion Recognition Using Finger Tip Temperature: First Step towards an Automatic System”,International Journal of Computer and Electrical Engineering (Singapore), Vol. 4, No. 3, June 2012, pp.252-255.

P. A. Vijaya and G. Shivakumar, "Galvanic Skin Response: A Physiological Sensor System for Affective Computing," International Journal of Machine Learning and Computing (Singapore)Vol. 3, No. 1, pp. 31-34, 2013

·         C M Naveen Kumar, B Ramesh, G Shivakumar, “Android Based Autonomous Intelligent Robot for Border Security”, IJISET, Vol 1, Issue 5, July 2014.

·         Dr. H.S. Mohana, Rajithkumar B K, Navya.K, H.S.Prabhakara, G.Shivakumar,“Finger Print Recognition using Scale Invariant Feature Transform”, International Journal of Electrical and Electronic Engineering & Telecommunications (IJEETC), Volume 3, Issue 3, May 2014.

·         Dr. H.S. Mohana, Navya.K, G. Shivakumar, Dr. P.C.Srikanth ,“Stone Inscripted Kannada Characters Matching using SIFT”, International Journal of Industrial Electronics and Electrical Engineering, ISSN: 2347-6982, Volume-2, Issue-6, June-2014.

·         C.M. Naveenkumar and G. Shivakumar, “A survey on Human Emotion Analysis Using Thermal Imaging and Physiological Variables”, International Journal of Current Engineering and Scientific Research, ISSN(Print):2393-8374, Online: 2394-0697, Volume 4, Issue 4, 2017.

·         G. Shivakumar, H.S.Murali, Mr. C.M. Naveen Kumar “ Labview Based Specific Gravity Measurement” International Journal of Computer Applications (0975–8887), 2015.

·         Murali, H. S., and M. Meenakshi. "Design and development of FPGA based data acquisition system for process automation." Communications in Control Science and Engineering (CCSE) 1.1 (2013): 7-11.

·         Murali, H. S., and M. Meenakshi. "Design of Linear Kalman Filter Based Parameter Estimator for a Micro Air Vehicle." Bonfring International Journal of Industrial Engineering and Management Science 5.3 (2015): 123-126.

·         Manjunatha, K. C., H. S. Mohana, and P. A. Vijaya.  "Computer Vision-Based Non-Magnetic Object Detection on Moving Conveyors in Steel Industry Through Differential Techniques and Performance Evaluation."  Computer Vision: Concepts, Methodologies, Tools, and Applications. IGI Global, 2018. 1820-1837.

·         Dr.H S Mohana, Satheesh M K, A color enhancement using histogram modification of color and depth images, International Journal of Scientific & Engineering Research Volume 10, Issue 9, September-2019 ISSN 2229-5518.

·         Prathibha G , H S Mohana, Quantitative and Qualitative Measurement of K-Means and Fuzzy C Means, the Detection and Extraction of MRI Cerebellum lesions, IJRTE, Volume-8 Issue-3, September 2019, ISSN: 2277-3878.

·         Neelakantappa, B. B., CS Suresh Babu, Uma Boregowda, and A. M. Vinod. "Recent Trends and Challenges in Campus placements of Engineering Institutions." Journal of Engineering Education Transformations (2018).

·         C M Naveen Kumar., G Shivakumar, “Sensor and Feature Level Fusion of Thermal Image and ECG Signals in Recognizing Human Emotions”, International Journal of Innovative Technology and Exploring Engineering (IJITEE) ISSN: 2278-3075, Volume-9 Issue-2S, December 2019.

·         C M Naveen Kumar., G Shivakumar  “A Thermal Imaging Based Classification of Affective States Using Multiclass SVM.” Advances in Intelligent Systems and Computing, pp 53-63, vol 940. April 2019, Springer, Cham.

·         C M Naveen Kumar, and G. Shivakumar. "A Real Time Human Emotion Recognition System Using Respiration Parameters and ECG." International Conference on Intelligent Human Computer Interaction, Lecture Notes in Computer Science, pp 36-45 vol 11278, November 2018,  Springer, Cham.

·         C M Naveen Kumar, G Shivakumar, “A Real Time Human Emotion Recognition System using Respiration Inhale-Exhale Temperature Patterns and ECG”, Lecture Notes on Data Engineering and Communications Technologies, pp 822-833 ,vol 26, December 2018, Springer, Cham.

·         Babu, CS Suresh, and Premila Manohar , “Self-calibrated Non-Contact Capacitive Type Level Sensor for Liquid at Different Temperatures”, International Journal of Mechanical Engineering and Technology (IJMET) Volume 10, Issue 01, January 2019, pp. 296–305.

Sl.No.

Academic Year

Total Number of Students Enrolled

1.

2019-20

49

2.

2018-19

61+7 Lateral Entry

3.

2017-18

62+9 Lateral Entry

4.

2016-17

51+10 Lateral Entry

Contact

e-mail id: eie@mcehassan.ac.in, it.mcehassan@gmail.com

Contact Number: 08172245071

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