Associate Professor & Head, Department of Electronics and Communication Engineering
Image Compression, Image Denoising, Object detection and tracking,and Medical Image Analysis
Email:tveerakumar@nitgoa.ac.in
Name: Dr. T. Veerakumar
Gender: Male
Birth Date:
Designation: Associate Professor
Department: Department of Electronics and Communication Engineering
URL: [Google Scholar - Dr. T. Veerakumar]
Date of Joining: 05/12/2013
Research/Teaching Experience: 15 Years Teaching Experience as on 01/11/2021
Address: Department of ECE, NIT Goa, Kottamoll Plateau, Cuncolim Municipal Area, Salcete Taluka, South Goa District, Goa - 403703
Email Address: tveerakumar@nitgoa.ac.in
Phone [Residence]:
Phone [Mobile]:
Office Extension:
Image Compression;
Image Denoising;
Object detection and tracking;
Medical Image Analysis;
Digital Electronics
Signals and Systems
Linear Integrated Circuits
Digital Signal Processing
Digital Image Processing
Advanced DSP
Wavelets and Subband Coding
| Sr. No. | Degree/Diploma | Institute / University | year | subject |
|---|---|---|---|---|
| 1 | B.E. | RVS College of Engineering and Technology, Dindigul, Tamil Nadu, Madurai Kamaraj University. | 2004 | ECE |
| 2 | M.E. | PSG College of Technology, Coimbatore. | 2006 | Applied Electronics |
| 3 | P.Hd. | Anna University, Chennai | 2013 | Information and Communication Engineering |
Publication Type: Journal
Publication Category: International
M. K. Panda, A. Sharma, V. Bajpai, B. N. Subudhi, T. Veerakumar, and V. Jakhetiya,"Encoder and Decoder Network with ResNet-50 and Global Average Feature Pooling for Local Change Detection", Computer Vision and Image Understanding (accepted), 2022 (IF: 4.886) - JUN, 2022
Publication Category: International
D. K. Rout, B. N Subudhi, T. Veerakumar, S. Chaudhury, and J. Soraghan, "Multiresolution Visual Enhancement of Hazy Underwater Scene", Multimedia Tools and Applications, (accepted), 2022. (IF: 2.757) - JAN, 2022
Publication Category: International
T. Rasal, T. Veerakumar, B. N. Subudhi, and S. Esakkirajan, "Fluorescence Microscopy Image Noise Reduction using IEMD based Adaptive Thresholding Approach", Signal, Image and Video Processing (accepted), 2022. (IF: 2.380) - JAN, 2022
Publication Category: International
T. Rasal, T. Veerakumar, B. N. Subudhi, and S. Esakkirajan, "A New Approach for Reduction of the Noise from Microscopy Images using Fourier Decomposition", Biocybernetics and Biomedical Engineering (accepted), 2022 (IF: 4.314) - JAN, 2022
Publication Category: International
A. Hatua, B. N Subudhi, T. Veerakumar, and A. Ghosh, "Early Detection of Diabetic Retinopathy from Big Data in Hadoop Framework”, Displays, Elsevier, Vol.70, 2021. (IF: 2.167) - DEC, 2021
Publication Category: International
B. N. Subudhi, M. K. Panda, T. Veerakumar, V. Jakhetiya, and S. Esakkirajan, "Kernel Induced Possibilistic Fuzzy Associative Background Subtraction for Video Scene", IEEE Transactions on Computational Social Systems, (accepted), 2021. (IF: 5.357) - DEC, 2021
Publication Category: International
P. Bhat, B. N Subudhi, T. Veerakumar, and S. Esakkirajan, "A fully Automatic Feature-based Real-Time Traffic Surveillance System using Data Association in the Probabilistic Framework”, IEEE Transactions on Intelligent Transportation Systems, (accepted), 2021. (IF: 6.492) - AUG, 2021
Publication Category: International
N. Naimahmed, S. Patidar, and T. Veerakumar, "A correlation matrix-based tensor decomposition method for early prediction of sepsis from clinical data", Biocybernetics and Biomedical Engineering, Elsevier, (accepted), 2021. (IF: 4.314) - JULY, 2021
Publication Category: International
P. G. Bhat, B. N. Subudhi, T. Veerakumar, G. D. Caterina, and J. J. Soraghan, "Target Tracking using a Mean-Shift Occlusion Aware Particle Filter”, IEEE Sensors, (accepted). (IF: 3.073) - JAN, 2021
Publication Category: International
N. Deepa, S. Esakkirajan, B. Keerthiveena, and T. Veerakumar, "Automated segmentation algorithm with deep learning framework for early detection of glaucoma", Concurrency and Computation: Practice and Experience, John Wiley, (Accepted), 2021. (IF:1.447) - JAN, 2021
Publication Category: International
T. Rasal, T. Veerakumar, B. N. Subudhi, and S. Esakkirajan,"'Mixed Poisson Gaussian Noise Reduction in Fluorescence Microscopy Images using Modified Structure of Wavelet Transform”, IET Image Processing, (accepted). (IF: 2.004) - SEPT, 2020
Publication Category: International
B. Keerthiveena, S. Esakkirajan, B. N. Subudhi, T .Veerakumar, "Classification of Ocular health using hybrid BPSO-SVM for feature selection and parameter optimization”, IET Image Processing, (accepted). (IF: 2.004) - AUG, 2020
Publication Category: International
B. N Subudhi, T. Veerakumar, S. Esakkirajan and S. Chaudhury, “Automatic Lecture Video Skimming using Shot Categorization and Contrast based Features,” Expert Systems with Applications, accepted, 2020. (IF: 4.292) - FEB, 2020
Publication Category: International
P. Bhat, B. N Subudhi, T. Veerakumar, V. Laxmi, and M. S. Gaur , "Multi-Feature Fusion in Particle Filter Framework for Visual Tracking,” IEEE Sensors, vol. 20, no. 5, PP. 2405-2415, 2020. (IF: 3.076) - NOV, 2019
Publication Category: International
B. N. Subudhi, T. Veerakumar, S. Esakkirajan and A. Ghosh, "Kernelized Fuzzy Modal Variation for Local Change Detection from Video Scenes”, IEEE Transactions on Multimedia, accepted, 2019. (IF: 5.452) - AUG, 2019
Publication Category: International
D. K. Rout, B. N Subudhi, T. Veerakumar, and S. Chaudhury, "Walsh-Hadamard Kernel based Features in Particle Filter Framework for Underwater Object Tracking”, IEEE Transactions on Industrial Informatics, accepted, 2019. (IF: 7.377) - AUG, 2019
Publication Category: International
T. Veerakumar, B. N Subudhi, S. Esakkirajan and P. K. Pradhan, “Iterative Adaptive Unsymmetric Trimmed Shock Filter for High-Density Salt-and-Pepper Noise Removal” Circuits, Systems & Signal Processing, vol. 38, no. 6, pp. pp 2630–2652, 2019. (IF: 1.998) - JUN, 2019
Publication Category: International
T. Veerakumar, B. N Subudhi, and S. Esakkirajan, “Empirical mode decomposition and adaptive bilateral filter approach for impulse noise removal,” Expert Systems with Applications, vol. 121, pp. 18-27, 2019. (IF: 3.928) - MAY, 2019
Publication Category: International
B. N. Subudhi, T. Veerakumar, S. Esakkirajan and A. Ghosh, "Context Dependent Fuzzy Associated Statistical Model for Intensity Inhomogeneity Correction from Magnetic Resonance Images”, IEEE Journal of Translational Engineering in Health and Medicine, vol. 7, pp. 1-9, 2019. (IF: 1.754) - APRIL, 2019
Publication Category: International
C. Vimalraj, S. Esakkirajan, T. Veerakumar, P. Sreevidya, “Despeckling of Ultrasound Images using Directionally Decimated Wavelet Packets with Adaptive Clustering”, IET Image Processing, Vol. 13, pp. 206-215, 2018. (IF:2.004) - NOV, 2018
Publication Category: International
Deepak Kumar Rout, BN Subudhi, T.Veerakumar, and Santanu Chaudhury, "Spatio-contextual Gaussian mixture model for local change detection in underwater video", Expert Systems with Applications, Vol. 97, pp.117-136, 2018. SCI:3.928 - MAY, 2018
Publication Category: International
T.Veerakumar, BN Subudhi, S. Esakkirajan, and PK Pradhan, "Context Model based Edge Preservation Filter for Impulse Noise Removal", Expert Systems with Applications, Vol. 88, pp. 29-44, 2017. SCI:3.928 - DEC, 2017
Publication Category: International
T. Veerakumar, Ravi Prasad KJ, BN Subudhi, S. Esakkirajan, "Impulse Noise Removal Using Adaptive Radial Basis Function Interpolation", Circuits, Systems, and Signal Processing, Vol.36, No.3, pp.1192-1223, 2017. SCI:1.694 - MAR, 2017
Publication Category: International
BN Subudhi, T. Veerakumar, S. Esakkirajan, and Ashish Ghosh, "Tumor or abnormality identification from magnetic resonance images using statistical region fusion based segmentation" Magnetic Resonance Imaging, Vol. 34, N0.9, pp. 1292-1304, 2016. (IF: 2.669) - NOV, 2016
Publication Category: International
C. Vimalraj, S. Esakkirajan, T. Veerakumar, and P. Sreevidya, "Direction Sensitive Wavelet Packet for Despeckling of Ultrasound Images", IET Computer Vision, Vol. 10, No. 7, pp. 746-757, 2016. SCI: 1.173 - APRIL, 2016
Publication Category: International
T. Veerakumar, S. Esakkirajan, and Ila Vennila, “Edge Preserving Adaptive Anisotropic Diffusion Filter Approach for the Suppression of Impulse Noise in Images”, AEU - International Journal of Electronics and Communications (Elsevier), Vol.68, No.5, pp.442-452, 2014, (IF: 1.147) - MAY, 2014
Publication Category: International
T. Veerakumar, S. Esakkirajan, and Ila Vennila, “Recursive Cubic Spline Interpolation Filter Approach for the Removal of High Density Salt and Pepper Noise”, Signal, Image and Video Processing (Springer), Vol. 7, No. 4, 2014. (IF: 1.430) - JAN, 2014
Publication Category: International
T. Veerakumar, S. Esakkirajan, and Ila Vennila, “Salt and Pepper Noise Removal Using Adaptive Decision based Improved Bilateral Filter”, National Journal of Technology, PSG College of Technology, Coimbatore. 2013. - JULY, 2013
Publication Category: International
T. Veerakumar, S. Esakkirajan, and Ila Vennila, “High Density Impulse Noise Removal Using Modified Switching Bilateral Filter”, International Journal of Circuits, Systems and Signal Processing, Vol. 6, No. 3, pp.189-196, 2012. - JUN, 2012
Publication Category: International
T. Veerakumar, S. Esakkirajan, and Ila Vennila, “Combined fuzzy logic and unsymmetric trimmed median filter approach for the removal of high density impulse noise”, WSEAS Transactions on Signal Processing, Vol. 8, No. 1, pp. 32-42, 2012. SNIP : 0.15 - MAR, 2012
Publication Category: International
S. Esakkirajan, T. Veerakumar, A. N. Subramanyam, and C. H. PremChand, “Removal of high density salt and pepper noise through modified decision based unsymmetric trimmed median filter”, IEEE Signal Processing Letters, Vol. 18, No. 5, pp. 287-290, 2011. (IF: 1.388) - MAY, 2011
Publication Category: International
S. Esakkirajan, T. Veerakumar, V. Senthil Murugan, and P. Navaneethan, “Video compression using multiwavelet and multistage vector quantization”, The International Arab Journal of Information Technology, Vol. 6, No. 4, pp.385-393. 2009. (IF: 0.127) - SEPT, 2009
Publication Category: International
S. Esakkirajan, T. Veerakumar, V. Senthil Murugan, and P. Navaneethan, “Image Compression Using Hybrid Vector Quantization”, International Journal of Signal Processing, Vol. 4, No. 1, pp. 59-66, 2008. - AUG, 2008
Publication Category: International
S. Esakkirajan, T. Veerakumar, V. Senthil Murugan, and P. Navaneethan, “Image compression using multiwavelet and multi-stage vector quantization”, WASET International Journal of Signal Processing, Vol. 4, No. 4, pp. 524-531, 2008. - APRIL, 2008
Publication Category: International
S. Esakkirajan, T. Veerakumar, P. Navaneethan, and V. Senthil Murugan, “Medical Image Compression using Residual Vector Quantization”, National Journal of Technology, PSG College of Technology, Coimbatore, Vol. 4, No. 1, pp. 52-60, 2008. - APRIL, 2008
Publication Category: International
T. Veerakumar, S. Esakkirajan, R. Sudhakar, and V. Senthil Murugan, “Fingerprint compression using contourlet transform and self organizing feature map” Iranian Journal of Electrical and Computer Engineering, Vol. 6, No. 2, pp. 133-140, 2007. SNIP:0.105 - OCT, 2007
Publication Category: International
S. Esakkirajan, T. Veerakumar, V. Senthil Murugan, and P. Navaneethan, “Fingerprint Compression Using Non-linear Approximation of Multiwavelet Coefficients”, Iranian Journal of Electrical and Computer Engineering, Vol. 7, No. 2, pp. 127- 133, 2007. SNIP:0.105 - JUN, 2007
Publication Category: International
S. Esakkirajan, T. Veerakumar, V. Senthil Murugan, and R. Sudhakar, “Fingerprint compression using contourlet transform and multistage vector quantization”, International Journal of Biological and Medical Sciences, Vol.1, No. 2, pp. 140-147, 2006. - NOV, 2006
Publication Category: International
S. Esakkirajan, T. Veerakumar, V. Senthil Murugan, and R. Sudhakar, “Image Compression Using Contourlet Transform and Multistage Vector Quantization”, International Journal of Graphics Vision and Image Processing, Vol.6, No.1, pp. 19-28, 2006. - MAY, 2006
Publication Type: Proceedings
Publication Category: International
M. K. Panda, B. N Subudhi, T. Veerakumar, and M. S. Gaur, "Pixel-level Visual and Thermal Images Fusion Using Maximum and Minimum Value Selection Strategy”, IEEE International Symposium on Sustainable Energy, Signal Processing & Cyber Security, accepted, Gunupur, India, 2020. - DEC, 2020
Publication Category: International
A. Mahindrakar, M. P. Chodankar, R. Kumar, T. Veerakumar, B. N. Subudhi, "Gaussian Mixture Model and Color Separation Models for the Arc-Flashover Detection”, IEEE International Symposium on Sustainable Energy, Signal Processing & Cyber Security, accepted, Gunupur, India, 2020. DEC 2020
Publication Category: International
M. K. Panda, B. N Subudhi, T. Veerakumar, and M. S. Gaur, "Edge Preserving Image Fusion using Intensity Variation Approach”, 16th IEEE TENCON, accepted, Osaka, Japan, 2020. - NOV, 2020
Publication Category: International
D. K. Rout, B. N Subudhi, T. Veerakumar, and S. Chaudhury, "Prominent Object Detection in Underwater Environment using a Dual-feature Framework”, 31st IEEE OCEANS, accepted, Singapore, 2020. - OCT, 2020
Publication Category: International
B. Keerthiveena, T. Veerakumar, S. Esakkirajan and B. N. Subudhi, "Computer-aided diagnosis for Diabetic Retinopathy based on Firefly algorithm," in Proceedings of 11th International Conference on Advanced Computing (ICoAC), Chennai, India, 2019, pp. 310-315. - OCT, 2019
Publication Category: International
Pranab G Bhat, Deepak Kumar Rout, Badri Narayan Subudhi, T Veerakumar, "Vision sensory substitution to aid the blind in reading and object recognition", Fourth International Conference on Image Information Processing (ICIIP), 2017, JUIT, Shimla, india. (IEEE Xplore) - DEC, 2017
Publication Category: International
Deepak Kumar Rout, Pranab G B, T Veerakumar, Badri Narayan Subudhi, Santanu Chaudhury, "A novel five-frame difference scheme for local change detection in underwater video", Fourth International Conference on Image Information Processing (ICIIP), 2017, JUIT, Shimla, india. (IEEE Xplore) - DEC, 2017
Publication Category: International
Badri Narayan Subudhi, T Veerakumar, Deepak Yadav, Amol P Suryavanshi, SN Disha, "Video Skimming for Lecture Video Sequences Using Histogram Based Low Level Features", IEEE 7th International Advance Computing Conference (IACC), VNR Vignana Jyothi Institute of Engineering and Technology Hyderabad, Telangana, India, 2017. - JAN, 2017
Publication Category: International
Damodar Reddy Edla, V.S. Samy, B.N. Subudhi, and T. Veerakumar, “Antarctica Glacier/Sea Ice Motion Tracking using Soft Computing Techniques”, National Workshop on Evaluation of Research Projects for Planning XXXVI Indian Scientific Expedition to Antarctica, NCAOR Goa, June 9-10, 2016. - JUN, 2016
Publication Category: International
T. Veerakumar, “Impulse Noise Removal using Fuzzy Logic with Variant Median Filter”, National Conference on VLSI, Communication and Wireless Technologies (NCVCW’13), PSG College of Technology, Coimbatore. - MAR, 2013
Publication Category: International
T. Veerakumar, “Fingerprint based Attendance System”, National Conference on VLSI, Communication and Wireless Technologies (NCVCW’13), PSG College of Technology, Coimbatore. - MAR, 2013
Publication Category: International
T. Veerakumar, “Adaptive Wavelet Packet Thresholding Function for Image Denoising”, National Conference on VLSI, Communication and Wireless Technologies (NCVCW’13), PSG College of Technology, Coimbatore. - MAR, 2013
Publication Category: International
T. Veerakumar, “Video Denoising Based on a Spatio-temporal Gaussian Scale Mixture Model”, Second National Conference on Research Challenges in Communication Systems and VLSI Design (NCRCV’12), PSG College of Technology, Coimbatore. - APRIL, 2012
Publication Category: International
T. Veerakumar, S. Esakkirajan, and Ila Vennila, “An efficient approach to remove random valued impulse noise in images”, International Conference on Recent Trends In Information Technology (ICRTIT), MIT, Chennai, pp. 49-53, 2012. (Paper published in IEEE Explore)
Publication Category: International
T. Veerakumar, S. Esakkirajan, and Ila Vennila, “Salt and pepper noise removal in video using adaptive decision based median filter”, International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT’11), Aligarh Muslim University, Aligarh, pp. 87-90, 2011. (Paper published in IEEE Explore)
Publication Category: International
S. Esakkirajan, T. Veerakumar, and P Navaneethan, “Adaptive vector quantization based video compression scheme”, International Conference on Multimedia, Signal Processing and Communication Technologies (IMPACT’09), Aligarh Muslim University, Aligarh, pp. 40-43, 2009. (Paper published in IEEE Explore)
Publication Category: International
S. Esakkirajan, T. Veerakumar, and P Navaneethan, “Best basis selection using singular value decomposition”, Seventh International Conference on Advances in Pattern Recognition (ICAPR'09), 2009, ISI Kolkata, pp. 65-68, 2009. (Paper published in IEEE Explore)
Publication Category: International
S Esakkirajan, T. Veerakumar, N. Malmurugan, and P. Navaneethan, “Image Compression using Adaptive Wavelet Packet and Multistage Vector Quantization”, IEEE Region 10 and the Third international Conference on Industrial and Information Systems(ICIIS 2008), IIT Kharagpur, pp.1-4, 2008. (Paper published in IEEE Explore)
Publication Category: International
S. Esakkirajan, T. Veerakumar, and P. Navaneethan, “Adaptive vector quantization technique for retinal image compression”, International Conference on Computing, Communication and Networking (ICCCn2008), Chettinad College of Engineering and Technology, Karur, pp.1-4, 2008. (Paper published in IEEE Explore)
Publication Category: National
T. Veerakumar, and S. Esakkirajan, “Image Compression Using Wavelet Packet Transform and Vector Quantization”, Second National Conference on Signals, Systems and Security (NCSSS’06), Bannari Amman Institute of Technology, Sathyamangalam, Tamilnadu, 2006. (Received Best Paper Award). - JAN, 2006
Publication Type: Book Chapter
Publication Category: International
T. Veerakumar, B. N. Subudhi, Sandeep Kumar K., Nikhil O. F. Da Rocha, S. Esakkirajan, "Shot Boundary Detection from Lecture Video Sequences using Histogram of Oriented Gradients and Radiometric Correlation", Smart Computer Vision: Mimicking Human Intelligence, Springer (Accepted). - DEC, 2021
Publication Category: International
B. N. Subudhi, T. Veerakumar, Sai Rakshit Harathas, Rohan Prabhudesai, Venkatanareshbabu Kuppili, Vinit Jaketiya, "Deep Learning in Auto Encoder Framework and Shape Prior for Hand Gesture Recognition", Smart Computer Vision: Mimicking Human Intelligence, Springer (Accepted). - DEC, 2021
Publication Type: Books Authored
Publication Category: International
S. Esakkirajan, T. Veerakumar, and B. N. Subudhi, "Digital Signal Processing", 1st Edition, Published by Tata McGraw Hill, New Delhi, 2021. - JUN, 2021
Publication Category: International
S. Jayaraman, S. Esakkirajan, and T. Veerakumar, “Digital Image Processing”, 2nd Edition, Published by Tata McGraw Hill, New Delhi, 2020. - MAY, 2020
Publication Category: International
S. Jayaraman, S. Esakkirajan and T. Veerakumar, "Digital Image Processing", Published by Tata McGraw Hill Education PVT. Ltd., New Delhi - MAY, 2009
Research Guidance :
1. Dr. Deepak Kumar Rout: On Design of a Visual Surveillance System for Complex Underwater Scenarios (Awarded 2020);
2. Dr. Pranab G. Bhat: Moving Object Tracking in Complex Video Scenes using Probabilistic Framework (Awarded 2021);
3. Dr. Naimahmed Nesaragi: Modeling and Mining Schemes for Early Prediction of Sepsis using Higher-order and Multi-aspect Representations from Structured EHR Data (Awarded 2021)-Co-Supervisor;
4. Mr. Tushar T Rasal: Fluorescence Microscopic Image Analysis using Machine Learning Techniques (Thesis Defended 2023);
5. Mr. Nagaraj Neela: (Hyper Spectral Image Analysis) (Ongoing);
6. Mrs. Veena Vithal Gaonkar: (Biomedical signal processing) (Ongoing);
1. Smart City Surveillance using Decentralized Multi-camera Networks, DST-SERB EMR, (Co-PI) (~42 Lakh) Status: Completed
2. Design and development of acoustic methods for early detection of stem and root borer Plocaederus spp infestation in cashew, DST-SERB, (Co-PI) (~41 Lakh), Status: Completed
3.Design and Development of FPGA Accelerator IP for Deep Neural Network (FAipDNet), Meity, (Co-PI), (86 Lakh), Status: Ongoing
ISSS Life Member
IAENG Life Member
ACM Membership
1. The Conference paper titled " Vision Sensory Substitution to Aid the Blind in Reading and Object Recognition " Received (Best Thematic Paper Award) during ICIIP 2017 @ JUIT Solan, India.
2. The Conference paper titled "A Novel Five-Frame Difference Scheme for Local Change Detection in Underwater Video" Received Best Algorithmica Award during ICIIP 2017 @ JUIT Solan, India.
3. The International Symposium paper titled "Gaussian Mixture Model and Color Separation Models for the Arc-Flashover Detection”, Received (Best Paper Award) during IEEE International Symposium on Sustainable Energy, Signal Processing & Cyber Security (IEEE-iSSSC 2020), Gunupur, India, 2020.
|
Sr.No |
Month |
Year |
Trainings Conducted Information |
|---|---|---|---|
|
1 |
MAY |
2016 |
DST Sponsored One Week STTP on "Video and Image Analysis: Fundamentals and Advances" during May 30th – June 4th 2016, Number of participants is 32. |
|
2 |
OCT |
2013 |
TEQIP – II Sponsored One Week Faculty Development Programme on Emerging Research Avenues in Signal and Image Processing during Oct. 22-28, 2013, Number of participants is 40. |
|
3 |
APR |
2013 |
National Conference organized (National Conference on Communication, VLSI and Wireless Technologies-2013). Number of participants is 150. |
|
4 |
NOV |
2012 |
Two day Workshop on Implementation of DSP Algorithms in DSP Processors, Number of participants is 35. |