| Vidyashilp University Faculty

Dr. Mahendra B M

Associate Professor
School of Computational and Data Sciences
Former Assistant Professor, R V College of Engineering
Former Assistant Professor, Sir M Visvesvaraya Institute Of Technology
Ph.D. in Computer Vision & Image Processing,
Visvesvaraya Technological University
Mail| Mahendra-B-M Vidyashilp University Faculty


Biography
Professional Education
Teaching Courses
Research Interests
Selected Publications
Consultancy Projects
Undertaken
Biography

Dr. Mahendra B M is an esteemed academician and researcher with over 13 years of experience in higher education. He holds a Ph.D., MTech, and Bachelor of Engineering from Visvesvaraya Technological University. With a passion for cutting-edge technology, Dr. Mahendra has contributed significantly to the fields of Image Deblurring, Machine Learning, and Computer Vision. His research prowess is evidenced by the publication of over 10 international and national technical papers, along with the filing of 2 patents. Dr. Mahendra's dedication to advancing knowledge extends beyond academia; he has spearheaded the Center of Excellence in EV Technology in collaboration with MG Motor India. In recognition of his outstanding contributions, he was awarded the prestigious IEEE Protsahan Award by IEEE COMSOC, Bangalore Section. Additionally, Dr. Mahendra has successfully led and completed more than 5 consultancy projects, further showcasing his expertise in practical applications of his research.

Professional Education

PhD - 2023
University: Visvesvaraya Technological University, Belagavi, Karnataka.
Domain: Computer Vision & Image Processing


Teaching Courses
  • Digital Design & Computer Organisation
  • OOP’s using JAVA
  • Machine Learnin
  • Control Engineering
  • Network Analysis
  • Microcontrollers & Microprocessors
  • Image Processing

Research Interests
  • Image Deblurring
  • Image Restoration
  • Computer Vision

Selected Publications
  • Mahendra, B. M., Savita Sonoli, and Abhishek Ameta."Improved deep multi-patch hierarchical network for handling saturation in image deblurring."Array 15 (2022): 100228.
  • Shinde, Ashwini S., et al. "Performance analysis of machine learning algorithm of detection and classification of brain tumor using computer vision." Advances in Engineering Software 173 (2022): 103221.
  • Mahendra, B. M., et al."IoT based sensor enabled smart car parking for advanced driver assistance system." 2017 2nd IEEE International Conference on Recent Trends in Electronics, Information Communication Technology (RTEICT). IEEE, 2017.
  • Mahendra, B. M., et al. "IoT based sensor enabled smart car parking for advanced driver assistance system." 2017 2nd IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT). IEEE, 2017.
  • Agarwal, Akarshan, Shreevaths K. Satish Rao, and B. M. Mahendra."Comprehensive review of virtualization tools." Int. Res. J. Eng. Technol 7.6 (2020).
  • Abhishek, K. P., and B. M. Mahendra. "Deep Convolutional Neural Network to Handle Saturation in Image Deblurring." 2021 International Conference on Smart Generation Computing, Communication and Networking (SMART GENCON). IEEE, 2021.
  • Kishore, P., and B. M. Mahendra. "Evolution of Client-Side Rendering over Server-Side Rendering." Recent Trends in Information Technology and its Application 3.2 (2020).
  • Hemanthkumar, V., et al. "Cognitive load detection on drivers by pupillary analysis." 2020 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT). IEEE, 2020.
  • Mahendra, B. M., and Savita Sonoli. "Performance Research on Iterative Methods for Image Deblurring." Mahendra, B. M., et al. "A Comparative Analysis of Image Deblurring Techniques for Saturated Images." (2023).
  • Mahendra, B. M., Savita Sonoli, and Tarun Gowda. "A Cascaded Convolutional Neural Network for Image Deblurring and Denoising." (2022).

Consultancy Projects Undertaken

S.No Title/Nature of Consultancy Sponsoring Body
1 Preparation of national Dataset: Image Annotation Wipro-IISc Research and Innovation Network (WIRIN)
2 Algorithm development for Image Deblurring Wipro-IISc Research and Innovation Network (WIRIN)
3 Power Point share in Video Call Samsung PRISM
4 Image Enhancement using YUV Images SAMSUNG Prism
5 Automation for Telecom Tower Infrastructure Monitoring System – IoT Dashboard Development, Integration and Testing SMPS Electric Control Private Limited, Bhubaneshwar
6 Development of water quality Monitoring System TEQUIP-3

Dr. Mahendra B M is an esteemed academician and researcher with over 13 years of experience in higher education. He holds a Ph.D., MTech, and Bachelor of Engineering from Visvesvaraya Technological University. With a passion for cutting-edge technology, Dr. Mahendra has contributed significantly to the fields of Image Deblurring, Machine Learning, and Computer Vision. His research prowess is evidenced by the publication of over 10 international and national technical papers, along with the filing of 2 patents. Dr. Mahendra's dedication to advancing knowledge extends beyond academia; he has spearheaded the Center of Excellence in EV Technology in collaboration with MG Motor India. In recognition of his outstanding contributions, he was awarded the prestigious IEEE Protsahan Award by IEEE COMSOC, Bangalore Section. Additionally, Dr. Mahendra has successfully led and completed more than 5 consultancy projects, further showcasing his expertise in practical applications of his research.

PhD - 2023
University: Visvesvaraya Technological University, Belagavi, Karnataka.
Domain: Computer Vision & Image Processing

  • Digital Design & Computer Organisation
  • OOP’s using JAVA
  • Machine Learnin
  • Control Engineering
  • Network Analysis
  • Microcontrollers & Microprocessors
  • Image Processing
  • Image Deblurring
  • Image Restoration
  • Computer Vision
  • Mahendra, B. M., Savita Sonoli, and Abhishek Ameta."Improved deep multi-patch hierarchical network for handling saturation in image deblurring."Array 15 (2022): 100228.
  • Shinde, Ashwini S., et al. "Performance analysis of machine learning algorithm of detection and classification of brain tumor using computer vision." Advances in Engineering Software 173 (2022): 103221.
  • Mahendra, B. M., et al."IoT based sensor enabled smart car parking for advanced driver assistance system." 2017 2nd IEEE International Conference on Recent Trends in Electronics, Information Communication Technology (RTEICT). IEEE, 2017.
  • Mahendra, B. M., et al. "IoT based sensor enabled smart car parking for advanced driver assistance system." 2017 2nd IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT). IEEE, 2017.
  • Agarwal, Akarshan, Shreevaths K. Satish Rao, and B. M. Mahendra."Comprehensive review of virtualization tools." Int. Res. J. Eng. Technol 7.6 (2020).
  • Abhishek, K. P., and B. M. Mahendra. "Deep Convolutional Neural Network to Handle Saturation in Image Deblurring." 2021 International Conference on Smart Generation Computing, Communication and Networking (SMART GENCON). IEEE, 2021.
  • Kishore, P., and B. M. Mahendra. "Evolution of Client-Side Rendering over Server-Side Rendering." Recent Trends in Information Technology and its Application 3.2 (2020).
  • Hemanthkumar, V., et al. "Cognitive load detection on drivers by pupillary analysis." 2020 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT). IEEE, 2020.
  • Mahendra, B. M., and Savita Sonoli. "Performance Research on Iterative Methods for Image Deblurring." Mahendra, B. M., et al. "A Comparative Analysis of Image Deblurring Techniques for Saturated Images." (2023).
  • Mahendra, B. M., Savita Sonoli, and Tarun Gowda. "A Cascaded Convolutional Neural Network for Image Deblurring and Denoising." (2022).
S.No Title/Nature of Consultancy Sponsoring Body
1 Preparation of national Dataset: Image Annotation Wipro-IISc Research and Innovation Network (WIRIN)
2 Algorithm development for Image Deblurring Wipro-IISc Research and Innovation Network (WIRIN)
3 Power Point share in Video Call Samsung PRISM
4 Image Enhancement using YUV Images SAMSUNG Prism
5 Automation for Telecom Tower Infrastructure Monitoring System – IoT Dashboard Development, Integration and Testing SMPS Electric Control Private Limited, Bhubaneshwar
6 Development of water quality Monitoring System TEQUIP-3
Study at VU