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Dr. Amudha J.

Associate Professor

Dr. Amudha J. currently serves Associate Professor, Department of Computer Science, Amrita School of Engineering, Bengaluru.

Qualification: M.Tech, Ph.D
j_amudha@blr.amrita.edu
Research Interest: Attention Allocation in Various Fields & Marketing, Cognitive Vision, Computational Visual Attention System, Computer Vision, Image Processing, Pattern Recognition, Robotics, Soft Computing

Bio

Dr. Amudha J. currently serves Associate Professor, Department of Computer Science, Amrita School of Engineering, Bengaluru.

Her areas of research include Image Processing, Computer Vision, Soft Computing, Computational visual attention system, Cognitive Vision, Pattern Recognition, Attention allocation in various fields & marketing, robotics, etc.

 

Publications

Book Chapter

An Android-Based Mobile Eye Gaze Point Estimation System for Studying the Visual Perception in Children with Autism

Authors : Dr. Amudha J., Nandakumar, Hitha, Madhura, S., Reddy, M. Parinitha, Kavitha, Nagabhairava

Publisher : Computational Intelligence in Data Mining - Volume 2

A Generic Bio-inspired Framework for Detecting Humans Based on Saliency Detection

Authors : Dr. Amudha J., Aarthi, R.; Priya, Usha

Publisher : Artificial Intelligence and Evolutionary Algorithms in Engineering Systems: Proceedings of ICAEES 2014, Volume 2

A survey on spiking neural networks in image processing

Authors : Dr. Amudha J., Jose, Julia Tressa; Sanjay, G.

Publisher : Advances in Intelligent Systems and Computing

System Design for Tackling Blind Curves

Authors : Dr. Amudha J., Sadasivam, Sowndarya Lakshmi

Publisher : Proceedings of International Conference on Computer Vision and Image Processing: CVIP 2016, Volume 1

Blink Analysis using Eye gaze tracker

Authors : Dr. Amudha J., Supraja Reddy, Y., Roja Reddy, S.

Publisher : Intelligent Systems Technologies and Applications 2016

Conference Paper

A generic bio inspired framework for detecting Humans Based on saliency detection

Authors : Aarthi R., Dr. Amudha J., Ushapriya P

Publisher : International Conference on Artificial Intelligence and Evolutionary Algorithms in Engineering Systems-2014 (ICAEES-2014)

Gradual Transition Detection Based on Fuzzy Logic Using Visual Attention Model

Authors : Dr. Amudha J., Joseph, Amudha

Publisher : Recent Advances in Intelligent Informatics

Mid-Point Hough Transform: A Fast Line Detection Method

Authors : Dr. Amudha J., C. V. Hari; J. V. Jojish; S. Gopi; V. P. Felix;

Publisher : 2009 Annual IEEE India Conference

Vehicle detection in static images using color and corner map

Authors : Aarthi R., Dr. Amudha J., Dr. Padmavathi S.

Publisher : ITC 2010 - 2010 International Conference on Recent Trends in Information, Telecommunication, and Computing

Saliency based modified chamfers matching method for sketch based image retrieval

Authors : Aarthi R., Dr. Amudha J.

Publisher : Innovations in Information, Embedded and Communication Systems (ICIIECS), 2015 International Conference on

Recognition of Multilingual Text from Signage Boards

Authors : Dr. Amudha J., Dr. Deepa Gupta, Sreebha Bhaskaran, Poonam Salunkhe

Publisher : 6th International Conference on Advances in Computing, Communications Informatics (ICACCI’17),

Optimal Key Frame Identification Using Visual Attention Model

Authors : Dr. Amudha J., Parul Mathur

Publisher : International Conference on ‘Recent Trends in Computer Science and Engineering (ICRTCSE -2012)’

Optimization of Rules in Neuro-Fuzzy Inference Systems

Authors : Dr. Amudha J., Radha D., Radha D.

Publisher : International Conference on Computational Vision and Bio-inspired Computing (ICCVBIC 2017)

Langtool: Identification of Indian Language for short Text

Authors : Dr. Amudha J., Dr. Deepa Gupta, Sreebha Bhaskaran, S. Bhaskaran, Paul, G.

Publisher : 9th International Conference on Advanced Computing (ICoAC 2017)

Optimised Computational Visual Attention Model for Robotic Cognition

Authors : Dr. Amudha J., Chadalawada, Ravi Kiran, Subashini, V., Barath Kumar, B.

Publisher : Intelligent Informatics: Proceedings of the International Symposium on Intelligent Informatics ISI'12 Held at August 4-5 2012,

Eye Tracking Enabled User Interface for Amyotrophic Lateral Sclerosis Patients

Authors : Dr. Amudha J., Jyotsna C., Jyotsna C

Publisher : Grace Hopper Celebration India 2017 ,(GHCI-2017)

Effectual Training For Object Detection Using Eye Tracking Data Set

Authors : Dr. Amudha J., Radha D., SandhyaVishwakarma, Radha D.

Publisher : 2nd International conference on Inventive Computation Technologies(ICICT-2017)

Suitability of Genetic Algorithm and Particle Swarm Optimization for Eye Tracking System

Authors : Dr. Amudha J., K. R. Chandrika

Publisher : 2016 IEEE 6th International Conference on Advanced Computing (IACC)

Top-down knowledge generation from regions in the fundus retinal images

Authors : Dr. Amudha J., Nilima Kulkarni

Publisher : Grace Hopper Celebration India (GHCI) 2017

A comparative analysis of a neural-based remote eye gaze tracker

Authors : Dr. Amudha J., H. Nandakumar

Publisher : 2014 International Conference on Embedded Systems (ICES)

Comparative Study of Visual Attention Models with Human Eye Gaze in Remote Sensing Images

Authors : Dr. Amudha J., Radha, D., Deepa, A. S.

Publisher : Proceedings of the Third International Symposium on Women in Computing and Informatics

Classification and feature vector techniques to improve fractal image coding

Authors : Dr. Amudha J., Loganathan, D.b; Mehata, K.M.b

Publisher : IEEE Region 10 Annual International Conference, Proceedings/TENCON

Third Eye: Assistance for Reading Disability

Authors : Dr. Amudha J., Y. Navya, SriDevi, S., Akhila, P.

Publisher : Springer Singapore

Developing an application using eye tracker

Authors : Dr. Amudha J., D. Venugopal, C. Jyotsna

Publisher : 2016 IEEE International Conference on Recent Trends in Electronics, Information Communication Technology (RTEICT)

An Online Platform for Diagnosis of Children with Reading Disability

Authors : Jyotsna C., Dr. Amudha J., P. Sowmyasri, R. Ravalika

Publisher : International Conference On Computational Vision and Bio Inspired Computing

Assistive Communication Application for Amyotrophic Lateral Sclerosis Patients

Authors : Dr. Amudha J., Jyotsna C., T. Shravani, Ramya Sai, M. Vani Shree

Publisher : International Conference On Computational Vision and Bio Inspired Computing

Video Annotation using Saliency.

Authors : Dr. Amudha J., Soman, KP, Vasanth, K

Publisher : IPCV

Conference Proceedings

Automatic Multi-disease Diagnosis and Prescription System Using Bayesian Network Approach for Clinical Decision Making

Authors : Dr. Deepak Gupta, Dr. Amudha J., Laxmi, P; Radhakrishnan, G;Sharma, Kshitij Source:

Publisher : Advances in Artificial Intelligence and Data Engineering, vol. 1133. Springer, pp. 393–409, 2021.

Indian Language Identification for Short Text

Authors : Dr. Deepa Gupta, Dr. Amudha J., S. Bhaskaran; Geetika Paul

Publisher : Advances in Intelligent Systems and Computing. Springer, pp. 47-58, 2021.

Low Cost Eye Gaze Tracker Using Web Camera

Authors : Dr. Amudha J., Jyotsna C., Jyotsna C, M. SaiMounica, M. Manvita

Publisher : 3rd International Conference on Computing Methodologies and Communication [ICCMC 2019]

Journal Article

Recurrent Neural Networks for Edge Intelligence: A Survey

Authors : Dr. Amudha J., Varsha S. Lalapura; Hariramn Selvamurug Satheesh

Detection of unauthorized human entity in surveillance video

Authors : Dr. Amudha J., Radha D., P Ramyasree, Ranju Ravindran, Shalini Snehansh

Publisher : International Journal of Engineering and Technology (IJET)

Feature Selection in top-down visual attention model

Authors : Dr. Amudha J., K.P. Soman

Publisher : International Journal of Computer application

Design of an Economic Voice Enabled Assistive System for the Visually Impaired

Authors : Dr. Amudha J., D.Radha

Publisher : International Journal of Applied Engineering Research

Feature Selection in Top-Down Visual Attention Model using WEKA.

Authors : Dr. Amudha J., Dr. Soman K. P., Kiran, Y

Publisher : International Journal of Computer Applications

A Knowledge Driven Computational Visual Attention Model

Authors : Dr. Amudha J., Dr. Soman K. P.; Padmakar Reddy, S

Publisher : International Journal of Computer Science Issues

Detection of Moving Objects in Surveillance Video by Integrating Bottom-up Approach with Knowledge Base

Authors : Aarthi R., Dr. Amudha J., R. Aarthi; Boomika K.; Anagha Varrier

Publisher : Procedia Computer Science

Sketch based Image Retrieval using Information Content of Orientation

Authors : Aarthi R., Dr. Amudha J., Anjana, K.P.;

Publisher : Indian Journal of Science and Technology

Video Shot Detection using Saliency Measure

Authors : Dr. Amudha J., Radha, D; NareshKumar, P

Publisher : International Journal of Computer Applications

Study of Measuring Dissimilarity between Nodes to Optimize the Saliency Map

Authors : Dr. Amudha J., Jyotsna C., Radha D., Radha D.; Jyotsna C

Publisher : Int.J.Computer Technology Applications

Moving Human Detection in Video Using Dynamic Visual Attention Model

Authors : Dr. Amudha J., G. Sanjay, Julia Tressa Jose

Publisher : Advances in Intelligent Systems and Computing

Generation of IFS code for unstructured object Categorization

Authors : Dr. Amudha J., Raghesh, Krishnan K, P, Nagabhushan

Selective tuning visual attention model

Authors : Dr. Amudha J., Soman, KP

Publisher : International Journal of Recent Trends in Engineering

Saliency based visual tracking of vehicle

Authors : Dr. Amudha J., Dr. Soman K. P.

Publisher : International Journal of Recent Trends in Engineering

Feature Selection in Top Down Visual Attention Model with WEKA

Authors : Dr. Amudha J., Dr. Soman K. P., Kiran Y.

Publisher : International Journal of Computer Applications

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