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Computational Intelligence and
Computing Research in Computer Vision

Computational Intelligence and Computing Research in Computer Vision TAG group focuses on various domains like healthcare, education, smart city, industrial automation, ecommerce etc. The research projects undertaken are highly collaborative in nature with health care centers/industries to provide advanced research insight and strive to build AI driven automated next generation systems. Research project have been carried out with industries like Honeywell, ABB, etc., Published patent in the field of Eye tracking to build an intelligent system to understand the eye gaze patterns of medical experts while viewing medical images. 100+ Research articles published in the areas of Human computer Interaction, Computer Vision, Medical Image processing, Machine learning, Deep learning and Computational Intelligence

Research Projects

  • Eye Gaze Optic Disc Detection (Patent)
  • Stress Analysis with HCG, Bengaluru (MoU)
  • Glaucoma Detection with Narayana Nethralaya, Bengaluru (MoU)
  • Eye Data Analytics for Parkinson Patients with NIMHANS, Bengaluru (Joint Research Project)
  • Eye Gaze Data Analytics to estimate learning ability in Students (Amrita)
  • Industrial use case study with Software Professionals (PG Student Internship ABB, Bengaluru)
  • Operator fatigue Detection, Human Computer Interface for easy navigation as assistive tool
  • Wild OCR a deep learning model build to extract text from images with Paralaxiom, Bengaluru (Consultancy)
  • Project titled” Design of an integrated system for monitoring weather and traffic based on Internet of things” has been funded by Karnataka State Council for Science and Technology under 41st series of student project programme: 2015- 16
  • Project titled” Solar powered smart aquarium using IoT” has been funded by Karnataka State Council for Science and Technology under 41st series of student project programme: 2017-18
  • Project titled” Diagnosis of reading disability in dyslexic children using Eye Tracking” has been funded by Karnataka State Council for Science and Technology under 41st series of student project programme: 2017-18

Objectives

  • Create an ecosystem for interdisciplinary research connecting domain experts from medical, engineering and sciences to provide intelligent solutions for societal needs.
  • Establish Collaboration with Research labs, Industries and Health Care centers
  • Create awareness among students, faculty and researchers through workshops and conferences.

PhD Programs and Area of Focus

  • Artificial Intelligence
    • Smart City
    • Smart Health
  • Human computer Interaction
  • Computer Vision
  • Medical Image processing
  • Machine learning
  • Deep learning
  • Computational Intelligence
  • Reinforcement Learning
  • Federated Learning

Sponsored Research Projects

Consultancy Work

  • “AutoDiagnosis and Auto Description Tool” -Paralaxiom Technology Solution -Co-PI Dr. Amudha J., -6-8 months
  • “Optical Character Recognition in the Wild”, Consultancy work- Parlaxiom Technology Solution, PI- Dr. Amudha J., 6-8months

Completed Ph. D. Project

  • Eye Gaze System for Optic Disc Detection
    Patent Details: Provisional Specification No. 201641037789AMRT006300INP Title: System And Method For Detection Of Features In An Image Using Knowledge Of Expert’s Eye Gaze Pattern, Amudha J, Nilima Kulkarni

Research Collaborations

ABB India Limited, Bengaluru

  • One year internship for the research scholar in ABB usability Research Lab
  • Experiment conducted in ABB using the Eye Tracking Device
  • Joint Publication Chandrika K R, Amudha J, Sithu D. Sudarsan, “Recognizing Eye Tracking Traits for Source Code Review” at 22nd IEEE International Conference on Emerging Technologies And Factory

Automation [ETFA 2017], September 12-15, 2017, Limassol, Cyprus , IEEE Xplore

  • The Research scholar is offered a scientist position in ABB, India

Narayana Nethralaya, Bengaluru

  • MOU Signed with Narayana Nethralaya, Bengaluru
  • Glaucoma Detection using eye gaze measures

Health Care Global (HCG) Enterprises Ltd, Bengaluru

MOU signed with HCG
Research work on Eye gaze as an indicator for stress level Analysis
NIMHANS, Bengaluru

Other Details

  • No. of B.Tech. Projects: 40+
  • No. of M.Tech. Projects: 30+
  • No. of Ph.D. Scholars Currently Working: 14
  • No of Completed Ph.D.: 1

Research Scholars

Sl. No. Name of the Student(s) Topic Status
Ongoing/Completed		 Year of
Completion		 Thesis Advisor
1 Aiswariya Milan K. Federated Learning Ongoing 2025 Dr. Amudha J.
2 Varsha S. Lalapura Efficient Recurrent Neural Network Modeling and Implementation for Edge Intelligence Ongoing 2023 Dr. Amudha J.
3 Sajitha Krishnan Eye Gaze Analysis in Glaucoma Detection Ongoing 2022 Dr. Amudha J.
4 Akshay S. A Machine Learning framework to identify the effect of Parkinson’s disease on visual cognition abilities. Ongoing 2022 Dr. Amudha J.
5 Jyotsna C. An Intelligent System to identify mental health using eye gaze analysis. Ongoing 2022 Dr. Amudha J.
6 Chandrika K. R. Eye Gaze Based Recommendation System Ongoing 2021 Dr. Amudha J.
7 Veerender Reddy Bhimavarapu Investigation of Multimodal feature models for Audio Visual Speech Recognition Ongoing 2021 Dr. Amudha J.
8 Gowri P. Deep Learning Ongoing 2023 Dr. Amudha J.
9 Aarthi R. Top-down Visual Attention Model Ongoing 2021 Dr. Amudha J.
10 Rekha R. Nair Development of Algorithms for Multi-Modal medical Image Fusion

Ongoing

 2021 Dr. Tripty Singh
11 Tina Babu Automated Colon Cancer Detection and Grading on Histopathological Images Ongoing 2021 Dr. Tripty Singh
12 Mrs. Amrita Tripathi Disease Identification Method Using Machine Learning Classification Ongoing 2025 Dr. Tripty Singh
13 Mr. Satyabrata Pattnayak Detection of abnormalities in Cardio vascular structure using Machine Learning and Image Anlaysis Ongoing 2026 Dr. Tripty Singh
14 Nilima Kulkarni Eye Gaze Based Optic Disc Detection Completed 2018 Dr. Amudha J.
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