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Prof. (Dr.) Deepa Sankar

Professor & HOD

Department of Electronic Engineering

Email:deepasankar@cusat.ac.in

Qualification

Ph.D

Joined in CUSAT

1997


Area of Interests

Image Processing

Publications

Title:  Advancements in Handwritten document digitalisation: A comprehensive review of methodologies and progress

Category:  International Conference

Year of Publication:  2024

Co Authors:  Dhanya Sudarsan

Issue:  Proc of IEEE International Conference on Soft Computing for Security applications, Salem, India, 20-25 September,2024


Title:  Enhancing Malayalam Palm Leaf Character Segmentation: An Improved Simplified Approach

Category:  International Journal

Year of Publication:  2024

Co Authors:  Dhanya Sudarsan

Issue:  SN Computer science ,5:577 https://doi.org/10.1007/s42979-024-02848-8


Title:  opy Move Forgery detection and localisation robust to rotation using block based Discrete Cosine Transform and eigenvalues.

Category:  International Journal

Year of Publication:  2024

Co Authors:  Shehin A U

Issue:  Journal of Visual Communication and Image Representation,Elsevier


Title:  A texture descriptor of the camera fingerprint for source camera model and device identification

Category:  International Journal

Year of Publication:  2024

Co Authors:  Aiswariya Raj

Issue:   International Journal of Intelligent Systems Technologies and Applications 22, no. 2 (2024): 213-235.


Title:  Malayalam Handwritten Character Recognition using Transfer Learning and Fine Tuning of Deep Convolutional Neural Networks

Category:  International Conference

Year of Publication:  2023

Co Authors:  Pearlsy P.V

Issue:  Proc of IEEE 3rd International Conference on Advances in Computing, Communication, Embedded and Secure Systems (ACCESS) 2023 May 18 (pp. 125-129)


Title:  Development of an effective character segmentation and efficient feature extraction technique for malayalam character recognition from palm leaf manuscripts

Category:  International Journal

Year of Publication:  2023

Co Authors:  Dhanya Sudarsan

Issue:  Sādhanā , Springer Nature ,48, 156 (2023). https://doi.org/10.1007/s12046-023-02181-5


Title:  An Overview of Character Recognition from Palm Leaf Manuscripts

Category:  International Conference

Year of Publication:  2023

Co Authors:  Dhanya Sudarsan

Issue:  Proc of the 3rd International Conference on Smart Data Intelligence (ICSMDI),30-31 March,2023 ,Trichy, India


Title:  Viral Pneumonia Detection from Chest X-rays using GLCM and LBP features

Category:  International Conference

Year of Publication:  2023

Co Authors:  Jeslinshah P.A

Issue:  Proc of the Global Conference on Information Technologies and Communications (GCITC), Bangalore, India, 2023, pp. 1-6


Title:  GLCM based SVM Classifier for Covid-19 Detection from Chest X-rays

Category:  International Conference

Year of Publication:  2023

Co Authors:  Jeslinshah P A

Issue:  Proc of 4th International Conference on Signal Processing and Communication (ICSPC), Coimbatore, India, 2023, pp. 68-72


Title:  Rotation Invariant Copy Move Forgery Detection using Discrete Cosine Transform

Category:  International Conference

Year of Publication:  2023

Co Authors:  Shehin A U

Issue:  Proc. of the 9th International Conference on Smart Computing and Communications (ICSCC23), Kochi, India


Title:  Adaptive Bilateral Filtering Detection Using Frequency Residuals for Digital Image Forensics

Category:  International Conference

Year of Publication:  2022

Co Authors:  A.U.Shehin

Issue:  Proc. 29th International Conference on Systems, Signals and Image Processing IWSSIP 2022, June 01 - 03, 2022, Sofia, Bulgaria


Title:  A novel complete denoising solution for old Malayalam palm leaf manuscripts

Category:  International Journal

Year of Publication:  2022

Co Authors:  Dhanya Sudarshan

Issue:  Pattern Recognition and Image Analysis, Springer, Vol.32, pp.187-204, March 2022


Title:  A Novel Simplified Approach for Text line Extraction of Handwritten Malayalam Document

Category:  International Conference

Year of Publication:  2020

Co Authors:  Pearlsy P.V

Issue:  Proc. of Fifth IEEE International Conference on ‘Advanced Computing and Communication Technologies For High Performance Applications’ July 2-4, 2020f


Title:  A Novel approach for Denoising palm leaf manuscripts using Image Gradient approximations

Category:  International Conference

Year of Publication:  2019

Co Authors:  Dhanya Sudarshan

Issue:  Proc. of 3rd International conference on Electronics, Communication and Aerospace Technology (ICECA), Coimbatore, India, September, 2019, pp. 506-511


Title:  Counter Forensics: A New PRNU Based Method for Image Source Anonymization

Category:  International Conference

Year of Publication:  2019

Co Authors:  Aiswaria Raj

Issue:  Proc. of IEEE International Conference on Electrical, Computer and Communication Technologies (ICECCT), Coimbatore, India, Feb 2019, pp. 1-7


Title:  Score level based Fusion method for Multimodal Biometric Recognition using Palm Print and Iris

Category:  International Conference

Year of Publication:  2018

Co Authors:  Chandny Ramachandran

Issue:  Proc. of Fifth IEEE International Conference on ‘Advanced Computing and Communication Technologies For High Performance Applications’ July 2-4, 2020f


Title:  Implementation of Compressive Sensing for Speech Signals

Category:  International Conference

Year of Publication:  2018

Co Authors:  Pearlsy P.V

Issue:  8th International Symposium on Embedded Computing and System Design (ISED), Cochin, India, Dec 2018, pp. 162-166.


Title:  “A Novel Methodfor Eye Tracking and Blink Detection in video frames ”,

Category:  International Conference

Year of Publication:  2015

Co Authors:  Leo Pauly,

Issue:  2015 IEEE International Conferenceon Computer Graphics, Vision and Information Security ( IEEE CGVIS), November 2-3,2015,


Title:  A New Graylevel Based Method for Visual Inspection of Frying Food Items”,

Category:  International conference

Year of Publication:  2015

Co Authors:  Leo Pauly, Baiju M.V, Viswanathan.P , Praveen Jose, Divya Paul,

Issue:  International Conference onSoft Computing Techniques & Implementations (ICSCTI), 8-10 October 2015,Faridabad,


Title:  , PraveenJose, Divya Paul, Deepa Sankar “CAMbot: Customer Assistance Mobile Manipulator Robot”,

Category:  International conference

Year of Publication:  2015

Co Authors:  Leo Pauly, Baiju M.V, Viswanathan.P , Praveen Jose, Divya Paul,

Issue:  Proc. of IEEE Bombay Sectionsymposium, September 10-11, 2015


Title:  "A new method orsorting and grading of mangos based on computer vision system”,

Category:  International conference

Year of Publication:  2015

Co Authors:  Leo Pauly,

Issue:  Proc. of IEEEInternational Advance Computing Conference (IACC), Bangalore, 12-13 June 2015


Title:  “Classification of Mammograms into Normal,Benign and Malignant based on Fractal Features”

Category:  International Journal

Year of Publication:  2015

Co Authors:  Tessamma Thomas

Issue:  International Journal of Image,Graphics and Signal Processing (IJIGSP), MECS Publishers,


Title:  Classification of Mammograms into Normal, Benign and Malignant based on Fractal Features

Category:  International Journals

Year of Publication:  2015

Co Authors:  Tessamma Thomas

Issue:  International Journal of Image, Graphics and Signal Processing (IJIGSP), MECS Publishers, (Accepted)


Title:  Fractal Features based on Differential Box Counting Method for the Categorization of Digital Mammograms

Category:  International Journal

Year of Publication:  2010

Co Authors:  Tessamma Thomas

Issue:  International Journal of Computer Information Systems and Industrial Management Applications, ISSN: 2150-7988 Vol.2(2010),pp.011-019


Title:  A New Fast Fractal Modeling Approach for the Detection of Microcalcifications in Mammograms

Category:  International Journal

Year of Publication:  2010

Co Authors:  Tessamma Thomas

Issue:  Journalof Digital Imaging, Springer New York, Vol 23, No 5 (October), 2010: pp 538-546 DOI: 10.1007/s10278-009-9224-6.


Title:  Fractal Signatures for the Characterization of Mammograms

Category:  International Conferences

Year of Publication:  2009

Co Authors:  Tessamma Thomas

Issue:  Proc. of the International Symposium on Innovations in Natural Computing (INC 2009), December 12-13, 2009, Cochin, India 2009, pp-1463-1468


Title:  Fractal Dimension for the Description of Digital Mammograms using Triangular Prism Surface Area Method

Category:  International Journal

Year of Publication:  2009

Co Authors:  Tessamma Thomas

Issue:  Lectures on Modeling and Simulation A Series, Vol. 10, No.1, 2009


Title:  Breast cancer Detection using Entropy based Fractal Modeling of Mammograms

Category:  International Journal

Year of Publication:  2009

Co Authors:  Tessamma Thomas

Issue:  International Journal of Recent Trends in Engineering, Academy Publishers, Finland,Vol.1, No.3, pp 171-175, June 2009


Title:  Analysis of Mammograms using Fractal Features

Category:  International Conferences

Year of Publication:  2009

Co Authors:  Tessamma Thomas

Issue:  Proc. of the International Conference on Computer Information Systems and Industrial Management Applications (CISIM) 2009, Coimbatore, India, December 09-11, 2009, pp-936-941


Title:  Fractal Dimension for the Description of Digital Mammograms using Triangular Prism Surface Area Method

Category:  International Conferences

Year of Publication:  2009

Co Authors:  Tessamma Thomas

Issue:  Proc. of AMSE International Conference on Modeling and Simulation (MS’ 2009), Trivandrum, India, Dec 1-3 2009, pp-197-200


Title:  Nonlinear Modeling of Loudspeaker using Adaptive Second order Volterra Filters

Category:  International Journal

Year of Publication:  2008

Co Authors:  Tessamma Thomas

Issue:  International Engineering and Technology Journal of Information Systems, IETECH Publications, Vol-2,No.2, pp-34-40, 2008


Title:  Analysis of Medical Images using improved Fractal Modeling approach

Category:  National Journal

Year of Publication:  2008

Co Authors:  Tessamma Thomas

Issue:  Journal of Indian Academy of Neurosciences , Vol-15, pp-59-60,2008


Title:  Fast Fractal Coding Method for the Detection of Microcalcification in Mammograms

Category:  International Conferences

Year of Publication:  2008

Co Authors:  Tessamma Thomas

Issue:  Proceedings of the IEEE International Conference on Signal Processing, Communications and Networking (ICSCN 2008), Chennai-600044, pp-471-476, January 4-6, 2008


Title:  Locating Microcalcifications in Mammograms using Modified Fractal Coding Method for the Detection of Breast Cancer

Category:  National Conference

Year of Publication:  2008

Co Authors:  Tessamma Thomas

Issue:  Proc. of the National Seminar on Information , Communication and Intelligent Systems, Kochi, pp-59-65,February 8-9, 2008


Title:  Implementation of Mass center Features for the Detection of Microcalcifications

Category:  National Conference

Year of Publication:  2008

Co Authors:  Tessamma Thomas

Issue:  Accepted for Presentation at the National Conference on New frontiers and Current trends in Biotechnology, Madras, India, 18th – 19th October 2008


Title:  Fractal Modeling of Mammograms based on Mean and Variance for the Detection of Microcalcifications

Category:  International Conferences

Year of Publication:  2007

Co Authors:  Tessamma Thomas

Issue:  Proceedings of the IEEE International Conference on Computational Intelligence and Multimedia Applications 2007 (ICCIMA’07), Sivakasi, Vol-II, pp-334-338, December 13-15, 2007


Title:  LMS and RLS Algorithms for Modeling Adaptive Second Order Volterra Filters

Category:  National Symposium on Acoustics (NSA)

Year of Publication:  2006

Co Authors:  Tessamma Thomas

Issue:  Accepted forpresentation in the National Symposium on Acoustics (NSA), New Delhi, November 15-17, 2006.


Title:  Fractal Image coding

Category:  National Conference

Year of Publication:  2006

Co Authors:  Amit Nigam, Ankit Nigam, Lynette L. Francis, Anzil Abdul Karim, Abdul Nahas P.N

Issue:  Proceedings of the IETE Zonal seminar on New Trends in Communication, Abad Plaza, Ernakulam, pp-31-36. 24, Feb. 2006


Title:  An Ensemble Neural Network Model For Malayalam Character Recognition From Palm Leaf Manuscripts

Category:  International Journal

Year of Publication:  Accepted

Co Authors:  Dhanya Sudarsan

Issue:  An Ensemble Neural Network Model For Malayalam Character RecognitiACM Transactions on Asian and Low-Resource Language Information Processing, (2024), https://dl.acm.org/doi/pdf/10.1145/3686311


Conferences

Name:  International Conference on Signal Processing, Communications and Networking (ICSCN 2008) Chennai, India

Year:  08-09 Dec 2008

Category:  International Conference


Name:  Digital Pedagogies: Changing Mindsets for Sustainable Learning

Year:  1-4-2019 to 4-4-2019

Category:  International Conference at AICTE Auditorium, New Delhi, India, from 1-4-2019 to 3-4-2019


Name:  3rd IEEE International Conference on Electrical , Computer and Communication Technologies(IEEE ICECCT 2019)

Year:  20-22 February 2019

Category:  nternational Conference at held at SVS College of Engineering, Coimbatore, 20-22 February 2019


Name:  8th International Symposium on Embedded Computing and System Design

Year:  Dec 13-15 2018

Category:  International Symposium


Name:  International Conference on Science and Technology (ICST 2018) organised by Division of Applied Sciences and Humanities, School of Engineering, CUSAT, during 23-25 April 2018

Year:  23-25 April 2018

Category:  International Conference


Name:  Computational Intelligence and Multimedia Applications 2007 (ICCIMA’07), Sivakasi,India

Year:  13-12-2007 to 15-12-2007

Category:  International Conference


Workshops(Cordinated)

Topic:  Deep Learning for Computer Vision- A Practical Approach

Date:  02-05 November 2020

Details:  Online Workshop organised by Division Of Electronics Engineering School Of Engineering Cochin University Of Science And Technology Kochi-682022 & Department Of Electronics Engineering Thdc Institute Of Hydropower Engineering And Technology Tehri 249001


Workshops(Participated)

Topic:  Pedagogy Workshop on Teaching Excellence,

Date:  5-7-2019

Organiser:  Div. of Civil Engineering & Div. of Electronics Engineering, School of Engineering, CUSAT

Details:  One Day


Topic:  PYTHON Programming

Date:  26 April 2016

Organiser:  Division of Information Technology, SOE,CUSAT

Details:  


Topic:   Emerging Trends in Medical Imaging and Its Applications

Date:  20-04-2006-21-04-2006

Organiser:  Model Engineering College

Details:  


Topic:  DSP Architecture , programming and Applications

Date:  29-09-2006 to 30 -09- 2006

Organiser:  Model Engineering College

Details:  


Topic:  The art of writing research papers and doctoral thesis

Date:  24-11-2007

Organiser:  Regional Workshop organised by Centre for Science Communication and STIC, CUSAT

Details:  


Topic:  Applications of Deep Learning and Generative AI in computer Vision and NLP tasks

Date:  2-6, December 2024

Organiser:  NIT, Bhopal

Details:  


Seminar

Topic:  Mathematical Modeling and Analysis of Engineering Problems

Date:  12-1-2006 to 13-01-2006

Details:  Department of Arts and Science, Model Engineering College


Topic:   New Trends in Communication

Date:  24-02-2006

Details:  IETE Zonal Seminar , Ernakulam


STTP/FDP (Coordinated)

Topic:  Antenna Design and Fabrication

Date:  04-08 September 2019

Details:  Organised by Dept. of Electronics and Communication Engg. THDC-IHET and Division of Electronics Engineering, SOE,CUSAT, at TEHRI,Uttarakhand


Topic:  Image Forensics

Date:  27 July 2020 to 1 August 2020

Details:  Online STTP organised by Division Of Electronics Engineering School Of Engineering Cochin University Of Science And Technology Kochi-682022 & Department Of Electronics Engineering Thdc Institute Of Hydropower Engineering And Technology Tehri 249001


STTP/FDP (Participated)

Topic:  Professional Development Training Program X

Date:  22-2-2021 to 24-02-2021

Details:  Online Professional Development Training Program X Under TEQIP-III, IIM Kashipur, 22-Feb-2021 to 24-02-2022


Topic:  Inculcating Human Values in Technical Education

Date:  18-22 Jan 2021

Details:  AICTE sponsored 5 day Online FDP 18-22 Jan 2021


Topic:  Advanced Image Analysis for Machine Learning (AIAML-2020)

Date:  14-18 September 2020

Details:  5 days online workshop organised by Department of Computer Science & Engineering, NIT Arunachal Pradesh from 14th September–18th September 2020, sponsored by TEQIP III.


Topic:  Computational Statistics

Date:  1-10 August 2022

Details:  Online FDP Sponsored by ministry of Informationa Technology, Organised by NIT Warangal, 1-10 August 2022


Topic:  Frontiers in AI based Multimedia Signal Processing

Date:  17-21 January 2022

Details:  Online Faculty Development Programme organized by Department of Electronics and Communication Engineering, Mepco Schlenk College, Sivakasi, during 17 - 21, January 2022


Topic:  Electric Vehicle - Scope Challenges and Developments

Date:  03-10 January 2020

Details:  organised by the Division of Electrical Engineering, SOE, CUSAT and Dept. of Electrical Engg, THDC-IHET,Tehri, under TEQIP -III


Topic:  Data Science

Date:  27-01-2020 to 31-01-2020

Details:  ATAL FDP at Cochin University of Science and Technology


Topic:  Robotics and Deep Learning Techniques

Date:  24-29 February 2020

Details:  Organised by the Division of Mechanical Engineering, SOE, CUSAT and Dept. of Mechanical Engineering, TDHC-IHET, under TEQIP-III


Topic:  Digital Transformation in Teaching Learning Process

Date:  06-22 April 2020

Details:  15. 2 weeks TEQIP online certification “Digital Transformation in Teaching Learning Process,” NPIU – Swayam – IITB


Topic:  Moodle (Learning Management System)

Date:  4-9 May 2020

Details:  Faculty Development Programme organised by Tagore Institute of Engineering and Technology, Attur in association with Spoken Tutorial IIT Bombay (Pandit Madan Mohan Malavya National Mission On Teachers and Training, MHRD Govt of India) 4th to 9th May 2020


Topic:  Cyber Security

Date:  1 March 2019

Details:  Faculty Development programme


Topic:  AICTE ISTE-STTP on Digital Signal Processing and Emerging Applications

Date:  16-08-2001 to 29-08-2001

Details:  Model Engineering College


Topic:  AICTE STTP on Emerging Trends in Networking and Mobile Communicati

Date:  27-10-2003 to 08-11-2003

Details:  Department of Computer Science and Engineering, M A College of Engineering, Kothamangalam


Topic:  AICTE STTP on Embedded Systems and Solutions

Date:  10-11-2003 to 22-11-2003

Details:  Department of Electronics and Communication Engineering, M A College of Engineering, Kothamangalam


Topic:  AICTE ISTE-STTP on Wireless Communications and Networking

Date:  25-10-2004 to 05-11-2004

Details:  Department of Electrical and Electronics Engineering, M A College of Engineering, Kothamangalam


Topic:   Teaching Effectiveness Improvement Techniques

Date:  26-06-2007 to 09-07-2007

Details:  AICTE ISTE -STTP organised by M A College of Engineering, Kothamangalam


Membership

Topic:  

Name of Body:  IETE

Capacity:  Associate Member


Topic:  

Name of Body:  Indian Society for Technical Education (ISTE)

Capacity:  Life Member


Extension Activites

Topic:  Paper Presenter / Participant

Date:  9-11-Dec 2009

Description:  International Conference on Computer System and Industrial Management Applications, Coimbatore, India


Topic:  Paper Presenter / Participant

Date:  1-3 Dec 2009

Description:  International Conference on Modeling and Simulation Trivandrum, India


Topic:  Paper Presenter / Participant

Date:  08-09 February 2008

Description:  IETE National Seminar on Information , Communication and Intelligent Systems Kochi .


Subjects

Course:  B.Tech.

Subject:  Digital Image Processing


Course:  B.Tech.

Subject:  Advanced Microprocessors


Course:  B.Tech.

Subject:  Digital Electronics


Course:  B.Tech.

Subject:  Electronic Circuits-1


Course:  B.Tech.

Subject:  Basic Electronics Lab


Course:  B.Tech.

Subject:  Microprocessor Laboratory


Course:  B.Tech.

Subject:  Electronic Measurements and Instrumentation


Course:  B.Tech.

Subject:   Digital Electronics Laboratory


Course:  B.Tech.

Subject:  Microprocessor laboratory


Course:  B.Tech

Subject:  Image Processing Laboratory


Course:  B.Tech

Subject:  Electronic Circuits-II


Course:  B.Tech

Subject:  Signals and Systems


Course:  B.Tech

Subject:  Introduction to Machine Learning