Computational Intelligence for Remote Sensing Data
6
Ms. Niharika Panda
2018
Full Time
NA
Dr. Supriya M.
Optimal Configuration Selection for IoT Applications
7
Ms. Shinu M. R.
2018
Full Time
NA
Dr. Supriya M.
Resource Provisioning in Fog for IOT Applications
8
Ms. Reena Panwar
2018
Full Time
NA
Dr. Supriya M.
An Autonomic Resource Provisioning Framework for Cloudlet Enabled WSN for Service based Applications
9
Ms. Sreevidya B.
2019
Part Time
NA
Dr. Supriya M.
Design and Development of an Energy Efficient Multi-layer Security Model for Secure Data Transmission over Wireless Sensor Networks
10
Virupaxapa
2019
Part time
No
S.Thangam
IOT
11
Praveen kumar
2019
Part time
No
S.Thangam
IOT
12
Deepti C
2020
Full time
No
S.Thangam
Cloud and IOT
13
Chetan
2020
Part time
No
Thangam S
IOT
14
Ms Maria John
2020
Part Time
Nil
Dr S Santhanalakshmi
Deep Learning
15
Ms Shyamasree Ghosh
2020
Part TIme
Nil
Dr S Santhanalakshmi
Block chain based secure D2D communication in IoT
16
Mr. Renuka Rajendra B
2020
Part Time
Nil
Dr S Santhanalakshmi
Web Traffic Analysis(Tentative)
17
Ms Enukonda Soumya
2020
Part Time
Nil
Dr S Santhanalakshmi
Data Mining and Machine Learning
18
PRANAV B SREEDHAR
2018
FULL TIME
NIL
DR. SUJA P.
ROBOTICS, DEEP LEARNING, AI
19
Manju Priya A R
2019
Part Time
Nil
Dr. Suja P
Emotion Recognition
20
Rekha R Nair
2015
Full time
NA
Dr Tripty Singh
Designing and Development of Algorithm for Medical Image Fusion
21
Ms Tina Babu
2015
Full Time
NA
Dr Tripty Singh
Automated detection and grading of colon cancer using Histopathalogical Images
22
Ms Amrita Tripathi
2020
Full Time
NA
Dr. Tripty Singh
Artificial Intelligence in Medical Imaging
23
Satyabrata Pattanayak
2021
Part Time
NA
Dr. Tripty Singh
Detection and Classification of Cardio Vascular abnormality detection
24
Radhakrishnan G.
2011
Full Time
No
Dr. Deepa Gupta
Robotics Data Mining
25
Lalitha S.
2015
part time
No
Dr. Deepa Gupta
Speech Signal Processing
26
Manju Venugopalan
2016
Full Time
No
Dr. Deepa Gupta
Text Analytics-Sentiment Analysis
27
Priyanka C. Nair
2016
Part Time
No
Dr. Deepa Gupta
Text Analytics- Information Extraction
28
Veena G.
2016
Part Time
No
Dr. Deepa Gupta
Text Analytics-Information Extraction System for Agricultural Documents
29
Padmini Palli
2016
Full Time
Yes ( Visvesvaraya PhD Scheme for Electronics & IT)
Dr. Deepa Gupta
Speech Signal Processing
30
Shailashree K. Sheshadri
2018
Full Time
No
Dr. Deepa Gupta
Neural Machine Translation
31
Ms. Anasuya Threse Innocent
2012
Full Time
NIL
Dr. G. Prakash
Secure Computations
32
Ms. J. Kavitha
2013
Full Time
NIL
Dr. G. Prakash
Text Mining and Image Processing of Material-Gas Reactions using Machine Learning for Re-entry Applications
33
Ms. Kalamani P.
2015
PT
No
Dr. N. Rakesh
IoT and Machine Learning
34
Mr. Mohamed Shakir
2016
Part time
No
Dr. N. Rakesh
IoT and Machine Learning
35
Mr. Ullas S.
2016
Part time
No
Dr. N. Rakesh
IoT and Machine Learning
36
Ashwini Ramchandra Doke
Aug 2020
Part Time
No
Dr Suja P.
Meta learning ,AutoML, computer Vision
37
Mr. Vishwas H. N.
2016
Part time
No
Dr. N. Rakesh
IoT and Machine Learning
38
Ms Sheetal
2020
Part Time
NA
Dr B Uma Maheswari
IoT and Cloud Computing
39
Mr. Dhinesh Janardhanan
2020
Part time
No
Dr. N. Rakesh
Machine Learning and AI
40
Ms Rekha
2020
Part Time
NA
Dr B. Uma Maheswari
IoT and Forensic
41
Mr. Niranjan D. K.
2021
Full time
No
Dr. N. Rakesh
IoT, Machine Learning and Deep Learning
42
Ms Niveditha
2021
Part Time
NA
Dr B Uma Maheswari
Deep Learning
43
Ms Pradeepthi
2021
Part Time
NA
Dr. B. Uma Maheswari
Machine Learning and Deep Learning models in medical domains
44
Jyotsna C.
2016
Part Time
NA
Dr. Amudha J.
Eye Tracking and Computer Vision – An Intelligent Mental Monitoring System
45
Akshay S.
2016
Part Time
NA
Dr. Amudha J.
Eye Tracking and Computer Vision – A Machine Learning framework to identify the effect of Parkinson’s disease on visual cognition abilities
46
Sajitha Krishnan
2017
Full Time
NA
Dr. Amudha J.
Eye Tracking and Computer Vision – Eye Movement Analysis of Glaucoma Patients
47
Aiswariya Milan K
2020
Part Time
NA
Dr. Amudha J.
Federated Learning – Health Care
48
Chandrika K. R.
2015
Part Time
NA
Dr. Amudha J.
Eye Tracking and Computer Vision – Eye Gaze based Recommendation System
49
Veerender Reddy Bhimavarapu
2015
Part Time
NA
Dr. Amudha J.
Audio-Visual Speech Recognition
50
P Gowri
2015
Part Time
NA
Dr. Amudha J.
Deep Learning – Computer Vision
51
Ms. Sreebha Bhaskaran
2018
Part Time
NA
Dr. Rajakumar Arul & Dr. Prakash
Algorithms & Optimization
52
Varsha S. Lalapura
2017
Full Time
JRF*(2017-2018)
Dr. Amudha J.
Edge Analytics
53
R. Aarthi
2012
Part Time
NA
Dr. Amudha J.
Computer Vision – Top Down Computational Visual Attention System
54
Ms. Priya John
2018
Part Time
NIL
Dr. G. Prakash
Cloud Security
55
Mr. S. Saravanan
2016
Part TIme
NIL
Dr. G. Prakash
Big Data Security
56
Ramanathan Rajamani
2018
Part Time
NIL
Dr. G. Prakash
Deep Learning
Ph.D Scholars Graduated Details
S.No
Name of the Scholar
Thesis Advisor
Domain
Year of Graduation
1
Vani k.
Dr. Deepa Gupta
Text Analytics
2018
2
Susmitha Vekkot
Dr. Deepa Gupta
Speech Signal Processing
2021
3
Nilima Kulkarni
Dr. Amudha J.
Eye Gaze Based Optic Disc Detection – Eye Tracking and Computer Vision Domain – Health Care
2018
Thrust Area Group (TAG)
Data Mining, Cloud Computing, and Information Security
Objectives
To develop Big data technology-based fully scalable, parallel P2P Botnet Detection System in dynamic, real-time large-scale networks.
To develop encryption algorithms to provide security in the cloud, wireless sensor networks, healthcare and to enhance the efficiency of secure computation protocols.
To provision the resources dynamically in fog/cloud environments for IoT applications
To detect the SQL Injection attacks and deploy a SECaaS model for the Cloud Applications.
To develop deep learning algorithms in the detection of physiological conditions in plants caused by unfavorable environmental situations.
PhD Programs and Area of Focus
PhD in Computer Science and Engineering with areas of focus as listed below
Saravanan S. collaborated with the Amritapuri campus to execute a Hadoop-based K-mer counter(link is external) using the Amrita Big Data Framework (ABDF), for his research work.
Anasuya These Innocent and Ms. Priya John have applied to the DRDO-MHRD research fellowship program for Amrita Vishwa Vidyapeetham and is in progress.
Anil Kumar, Scientist/Engineer ‘SG’ & Head PRSD, IIRS, ISRO, Dehradun has been appointed as the co-advisor for the research scholar, Ms. Megha Sharma.
Rajkumar Buyya, Redmond Barry Distinguished Professor and Director of the Cloud Computing and Distributed Systems (CLOUDS) Laboratory at the University of Melbourne, Australia, has agreed to be the co-advisor for the research scholar Ms. Shinu M. R.
Research Scholars
Ms. Shinu M. R.
Ms. Niharika Panda
Ms. Reena Panwar
Ms. Megha Sharma
Ms. Maria John
Ms. Shyamasree Ghosh
Ms. Anasuya Threse Innocent
Ms. Priya John
Ms. Kavitha Jayaram
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
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.
Robotics
Objectives
To facilitate research and development in cutting-edge Robotics and its allied areas.
Ph. D. Programs and Area of Focus
Service Robotics
Humanoid Robotics
HRI
Industrial Manipulators
Swarm Robotics
Research Scholars
A. A. Nippun Kumaar
Pranav B. Sreedhar
Computer Networks and Internet of Things
Objectives
To disseminate and address micro level problems in the area of Networks and Internet of Things (IoT).
PhD Programs and Area of Focus
Wireless Sensor Networks, Cloud computing & Data Analytics
Soft computing techniques
Ontology & Interoperability of IoT Systems
Web Technologies for the IoT
IoT architectures, protocols, and algorithms in smart cities
Enabling technologies for IoT-cloud integration in smart cities
IoT – Networked applications for healthcare sector
Graph theory solutions for Network applications and’
Robotics
Research Collaborations
Collaborators
External
Subramanian Ganesan – Oakland University, USA.
Vishwas Lakkundi – Principal Architect – IoT Practice, Incedo Inc Bengaluru, India
Pankesh Patel – University of Maryland, USA.
Raj Kumar – Robert Bosch, Bangalore.
Internal
Shanthappa .S, The Member Secretary Pollution Control Board Karnataka State Pollution Control Board [KSPCB].
Got approval from Karnataka Pollution Board for getting Data sets to perform Air pollution and Water Pollution analysis.
Sponsored Research Projects
As Co-PI for one of the proposal titled – “UAV Communication System Simulator for User Defined Terrains, Trajectories and its Testing” Selected for AR & DB ADE-Sigma panel (10 Lakhs) funding, yet to receive the funds. The panel informed to us to try some other agency due to lack of funds
Sponsored Research Lab
Cisco Networking Lab
Few IoT kits which were used for UG & PG projects in “IoT & Networks” domain are under the custodian of Mr. Ullas .S
Few sensor nodes and gateways are kept in Robotics Lab, for demonstration as part of “Sensor Networks” course for M.Tech students.
Other Details
Submitted budget for Centre of Excellence(CoE) for the Internet of Things(IoT)
