Back close
Admissions

Dr. Sushma B.

Assistant Professor, Department of Electronics and Communication Engineering, School of Engineering, Bengaluru

Qualification: B. Tech., M.Tech., Ph.D
Research Interest: Image and Video Analytics, Deep learning, Computer vision Applications

Bio Publications Education Professional Appointments Membership in Professional Bodies Certificates, Awards & Recognitions Courses Taught
Bio

Sushma B. currently serving as an Assistant Professor (Selection Grade) in the Department of Electronics and Communication Engineering at Amrita Vishwa Vidyapeetham, Bengaluru campus. Her academic and research interests lie in the areas of Image and Video Analytics, Deep Learning, and Computer Vision. I am passionate about mentoring students and contributing to impactful research in emerging technologies.

Publications

Journal Article

Year : 2024

AAPFC-BUSnet: Hierarchical encoder–decoder based CNN with attention aggregation pyramid feature clustering for breast ultrasound image lesion segmentation

Cite this Research Publication : Sushma B., Aparna Pulikala, AAPFC-BUSnet: Hierarchical encoder–decoder based CNN with attention aggregation pyramid feature clustering for breast ultrasound image lesion segmentation, Biomedical Signal Processing and Control, Elsevier BV, 2024, https://doi.org/10.1016/j.bspc.2024.105969

Publisher : Elsevier BV

Year : 2022

Recent developments in wireless capsule endoscopy imaging: Compression and summarization techniques

Cite this Research Publication : Sushma B., Aparna P., Recent developments in wireless capsule endoscopy imaging: Compression and summarization techniques, Computers in Biology and Medicine, Elsevier BV, 2022, https://doi.org/10.1016/j.compbiomed.2022.106087

Publisher : Elsevier BV

Year : 2022

Deep chroma prediction of Wyner–Ziv frames in distributed video coding of wireless capsule endoscopy video

Cite this Research Publication : Sushma B., Aparna P., Deep chroma prediction of Wyner–Ziv frames in distributed video coding of wireless capsule endoscopy video, Journal of Visual Communication and Image Representation, Elsevier BV, 2022, https://doi.org/10.1016/j.jvcir.2022.103578

Publisher : Elsevier BV

Year : 2021

Summarization of Wireless Capsule Endoscopy Video Using Deep Feature Matching and Motion Analysis

Cite this Research Publication : B. Sushma, P. Aparna, Summarization of Wireless Capsule Endoscopy Video Using Deep Feature Matching and Motion Analysis, IEEE Access, Institute of Electrical and Electronics Engineers (IEEE), 2021, https://doi.org/10.1109/access.2020.3044759

Publisher : Institute of Electrical and Electronics Engineers (IEEE)

Year : 2020

Distributed video coding based on classification of frequency bands with block texture conditioned key frame encoder for wireless capsule endoscopy

Cite this Research Publication : B. Sushma, P. Aparna, Distributed video coding based on classification of frequency bands with block texture conditioned key frame encoder for wireless capsule endoscopy, Biomedical Signal Processing and Control, Elsevier BV, 2020, https://doi.org/10.1016/j.bspc.2020.101940

Publisher : Elsevier BV

Conference Proceedings

Year : 2021

Endoscopic Wireless Capsule Compressor: A Review of the Existing Image and Video Compression Algorithms

Cite this Research Publication : B. Sushma, Endoscopic Wireless Capsule Compressor: A Review of the Existing Image and Video Compression Algorithms, Lecture Notes on Data Engineering and Communications Technologies, Springer Nature Singapore, 2021, https://doi.org/10.1007/978-981-15-8677-4_23

Publisher : Springer Nature Singapore

Year : 2020

Wyner-Ziv Coding of Chroma in Wireless Capsule Endoscopy Image Compression using Deep Side Information Generation

Cite this Research Publication : B. Sushma, Binish Fatimah, Wyner-Ziv Coding of Chroma in Wireless Capsule Endoscopy Image Compression using Deep Side Information Generation, 2020 International Conference on Wireless Communications Signal Processing and Networking (WiSPNET), IEEE, 2020, https://doi.org/10.1109/wispnet48689.2020.9198564

Publisher : IEEE

Education
  • Ph.D. in 2022
    National Institute of Technology Karnataka, Surathkal
  • M.Tech. in 2006
    National Institute of Technology Karnataka, Surathkal
  • B.Tech in 2002
    Siddaganga Institute of technology, VTU, Belagavi
Professional Appointments
Year Affiliation
September 2024-June 2025 Associate Professor, CMR institute of Technology, Bengaluru
July 2019- August 2024 Assistant Professor, CMR institute of Technology, Bengaluru
August 2013 to June 2019 Assistant Professor, Vemana Institute of Technology, Bengaluru
August 2010 to July 2013 Assistant Professor, Srikrishna School of engineering and Management, Bengaluru
July 2008 to December 2010 Fast VDORMC Private limited, Benagaluru
June 2006 to July 2008 AFTEK Limited, Bengaluru
October 2002 to July 2006 Assistant Professor, Vemana Institute of Technology, Bengaluru
Membership in Professional Bodies
  • Lifetime member ISTE
Certificates, Awards & Recognitions
  • Recipient of,
    • NVIDIA DLI University Ambassadorship in May-2025
    • Best paper award in IEEE-WIECON Conference
  • Certificates on specialized courses
    • Topper and 100% score in NPTEL MooC course “Applied Linear Algebra for Signal
      Processing, Data Analytics and Machine Learning”.
    • Topper and Gold Elite certification in NPTEL-MooC course on “Data structures,
      Algorithms and programming in Python”
    • NVIDIA DLI course on “Generative AI with Diffusion Models”
Courses Taught
  • Network Analysis
  • Signals and Systems
  • Microcontrollers
  • Digital signal processing
  • Programming in
    Python
  • Cryptograph
Admissions Apply Now