Inter and Intra-snippet Multi-head Attention With Position Offset for Action Localization and Recognition.

Veerakumar Thangaraj Thangaraj Veerakumar National Institute of Technology, Department of Electronics and Communication Engineering, Goa, India https://orcid.org/0000-0001-9084-1847

Himanshu Singh 0006 Khanjan Choudhury Badri Narayan Subudhi Vinit Jakhetiya Thangaraj Veerakumar Inter and Intra-snippet Multi-head Attention With Position Offset for Action Localization and Recognition. 2026 May 3018-3030 7 IEEE Trans. Artif. Intell. 5 https://doi.org/10.1109/TAI.2025.3630621 db/journals/tai/tai7.html#SinghCSJV26 streams/journals/tai

Manoj Kumar Panda Badri Narayan Subudhi Veerakumar Thangaraj Vinit Jakhetiya Two streams ResNet-50 network for infrared and visible image fusion. 43191-43224 2025 October 84 Multim. Tools Appl. 34 https://doi.org/10.1007/s11042-025-20869-0 db/journals/mta/mta84.html#PandaSTJ25 streams/journals/mta

Himanshu Singh 0006 Avijit Dey Badri Narayan Subudhi Vinit Jakhetiya Thangaraj Veerakumar T-GAP: Temporal Granularity Aware Projection Network for Action Localization. 1-6 2025 AVSS https://doi.org/10.1109/AVSS65446.2025.11149948 conf/avss/2025 db/conf/avss/avss2025.html#SinghDSJV25 streams/conf/avss Sankaralingam Esakkirajan Thangaraj Veerakumar Badri N. Subudhi Digital Signal Processing - Illustration Using Python Springer 2024 1-523 978-981-99-6751-3 https://doi.org/10.1007/978-981-99-6752-0

Manoj Kumar Panda Badri Narayan Subudhi Thangaraj Veerakumar Vinit Jakhetiya Modified ResNet-152 Network With Hybrid Pyramidal Pooling for Local Change Detection. 1599-1612 2024 April 5 IEEE Trans. Artif. Intell. 4 https://doi.org/10.1109/TAI.2023.3299903 db/journals/tai/tai5.html#PandaSVJ24

Manoj Kumar Panda Badri Narayan Subudhi Thangaraj Veerakumar Vinit Jakhetiya Thierry Bouwmans A Multi-Scale Contrast Preserving Encoder-Decoder Architecture for Local Change Detection From Thermal Video Scenes. 7968-7981 2024 19 IEEE Trans. Inf. Forensics Secur. https://doi.org/10.1109/TIFS.2024.3447237 db/journals/tifs/tifs19.html#PandaSVJB24 streams/journals/tifs

Manoj Kumar Panda Veerakumar Thangaraj Badri Narayan Subudhi Vinit Jakhetiya Bayesian's probabilistic strategy for feature fusion from visible and infrared images. 4221-4233 2024 June 40 Vis. Comput. 6 https://doi.org/10.1007/s00371-023-03078-4 db/journals/vc/vc40.html#PandaTSJ24

Tushar Rasal Thangaraj Veerakumar Badri Narayan Subudhi Sankaralingam Esakkirajan Segmentation of gastric cancer from microscopic biopsy images using deep learning approach. 105250 2023 September 86 Biomed. Signal Process. Control. Part B https://doi.org/10.1016/j.bspc.2023.105250 db/journals/bspc/bspc86.html#RasalVSE23

Tushar Rasal Thangaraj Veerakumar Badri Narayan Subudhi Sankaralingam Esakkirajan Fluorescence microscopy image noise reduction using IEMD-based adaptive thresholding approach. 237-245 2023 February 17 Signal Image Video Process. 1 https://doi.org/10.1007/s11760-022-02226-y db/journals/sivp/sivp17.html#RasalVSE23

Badri Narayan Subudhi Manoj Kumar Panda Thangaraj Veerakumar Vinit Jakhetiya Sankaralingam Esakkirajan Kernel-Induced Possibilistic Fuzzy Associate Background Subtraction for Video Scene. 1314-1325 2023 10 IEEE Trans. Comput. Soc. Syst. 3 https://doi.org/10.1109/TCSS.2021.3137306 db/journals/tcss/tcss10.html#SubudhiPVJE23

Thangaraj Veerakumar Badri Narayan Subudhi K. Sandeep Kumar Nikhil O. F. Da Rocha Sankaralingam Esakkirajan Shot Boundary Detection from Lecture Video Sequences Using Histogram of Oriented Gradients and Radiometric Correlation. 35-59 2023 Smart Computer Vision https://doi.org/10.1007/978-3-031-20541-5_2 books/sp/23/KSSD2023 db/books/collections/KSSD2023.html#VeerakumarSKRE23 Badri Narayan Subudhi Thangaraj Veerakumar Sai Rakshit Harathas Rohan Prabhudesai Venkatanareshbabu Kuppili Vinit Jakhetiya Deep Learning in Autoencoder Framework and Shape Prior for Hand Gesture Recognition. 223-242 2023 Smart Computer Vision https://doi.org/10.1007/978-3-031-20541-5_10 books/sp/23/KSSD2023 db/books/collections/KSSD2023.html#SubudhiVHPKJ23

Manoj Kumar Panda Akhilesh Sharma Vatsalya Bajpai Badri Narayan Subudhi Veerakumar Thangaraj Vinit Jakhetiya Encoder and decoder network with ResNet-50 and global average feature pooling for local change detection. 103501 2022 222 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2022.103501 db/journals/cviu/cviu222.html#PandaSBSTJ22

Deepak Kumar Rout Badri Narayan Subudhi Thangaraj Veerakumar Santanu Chaudhury John J. Soraghan Multiresolution visual enhancement of hazy underwater scene. 32907-32936 2022 81 Multim. Tools Appl. 23 https://doi.org/10.1007/s11042-022-12692-8 db/journals/mta/mta81.html#RoutSVCS22

Pranab Gajanan Bhat Badri Narayan Subudhi Thangaraj Veerakumar Sankaralingam Esakkirajan A Fully Automatic Feature-Based Real-Time Traffic Surveillance System Using Data Association in the Probabilistic Framework. 11088-11097 2022 23 IEEE Trans. Intell. Transp. Syst. 8 https://doi.org/10.1109/TITS.2021.3099729 db/journals/tits/tits23.html#BhatSVE22

Manoj Kumar Panda Badri Narayan Subudhi Thierry Bouwmans Vinit Jakheytiya Thangaraj Veerakumar An End to End Encoder-Decoder Network with Multi-scale Feature Pulling for Detecting Local Changes From Video Scene. 1-8 2022 AVSS https://doi.org/10.1109/AVSS56176.2022.9959141 conf/avss/2022 db/conf/avss/avss2022.html#PandaSBJV22 Manoj Kumar Panda Badri N. Subudhi Thangaraj Veerakumar Vinit Jakhetiya Integration of Bi-dimensional Empirical Mode Decomposition With Two Streams Deep Learning Network for Infrared and Visible Image Fusion. 493-497 2022 EUSIPCO https://ieeexplore.ieee.org/document/9909631 conf/eusipco/2022 db/conf/eusipco/eusipco2022.html#PandaSVJ22

Deepa Natarajan Esakkirajan Sankaralingam Keerthiveena Balraj Veerakumar Thangaraj Automated segmentation algorithm with deep learning framework for early detection of glaucoma. 2021 33 Concurr. Comput. Pract. Exp. 10 https://doi.org/10.1002/cpe.6181 db/journals/concurrency/concurrency33.html#NatarajanSBT21

Amartya Hatua Badri Narayan Subudhi Veerakumar Thangaraj Ashish Ghosh Early detection of diabetic retinopathy from big data in hadoop framework. 102061 2021 70 Displays https://doi.org/10.1016/j.displa.2021.102061 db/journals/displays/displays70.html#HatuaSTG21

Balraj Keerthiveena Sankaralingam Esakkirajan Badri Narayan Subudhi Thangaraj Veerakumar A hybrid BPSO-SVM for feature selection and classification of ocular health. 542-555 2021 15 IET Image Process. 2 https://doi.org/10.1049/ipr2.12047 db/journals/iet-ipr/iet-ipr15.html#KeerthiveenaESV21

Tushar Rasal Thangaraj Veerakumar Badri Narayan Subudhi Sankaralingam Esakkirajan Mixed Poisson Gaussian noise reduction in fluorescence microscopy images using modified structure of wavelet transform. 1383-1398 2021 15 IET Image Process. 7 https://doi.org/10.1049/ipr2.12112 db/journals/iet-ipr/iet-ipr15.html#RasalVSE21

Badri Narayan Subudhi Thangaraj Veerakumar Esakkirajan Sankaralingam Santanu Chaudhury Automatic lecture video skimming using shot categorization and contrast based features. 113341 2020 149 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2020.113341 db/journals/eswa/eswa149.html#SubudhiTSC20

Deepak Kumar Rout Badri Narayan Subudhi Thangaraj Veerakumar Santanu Chaudhury Walsh-Hadamard-Kernel-Based Features in Particle Filter Framework for Underwater Object Tracking. 5712-5722 2020 16 IEEE Trans. Ind. Informatics 9 https://doi.org/10.1109/TII.2019.2937902 db/journals/tii/tii16.html#RoutSTC20

Badri Narayan Subudhi Thangaraj Veerakumar Esakkirajan Sankaralingam Ashish Ghosh Kernelized Fuzzy Modal Variation for Local Change Detection From Video Scenes. 912-920 2020 22 IEEE Trans. Multim. 4 https://doi.org/10.1109/TMM.2019.2938342 db/journals/tmm/tmm22.html#SubudhiTSG20

Manoj Kumar Panda Badri Narayan Subudhi Thangaraj Veerakumar Manoj Singh Gaur Edge Preserving Image Fusion using Intensity Variation Approach. 251-256 2020 TENCON https://doi.org/10.1109/TENCON50793.2020.9293815 conf/tencon/2020 db/conf/tencon/tencon2020.html#PandaSVG20

Thangaraj Veerakumar Badri Narayan Subudhi Esakkirajan Sankaralingam Prasanta Kumar Pradhan Iterative Adaptive Unsymmetric Trimmed Shock Filter for High-Density Salt-and-Pepper Noise Removal. 2630-2652 2019 38 Circuits Syst. Signal Process. 6 https://doi.org/10.1007/s00034-018-0984-4 db/journals/cssp/cssp38.html#ThangarajSSP19

Thangaraj Veerakumar Badri Narayan Subudhi Esakkirajan Sankaralingam Empirical mode decomposition and adaptive bilateral filter approach for impulse noise removal. 18-27 2019 121 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2018.12.009 db/journals/eswa/eswa121.html#ThangarajSS19

Vimalraj Chinnathambi Esakkirajan Sankaralingam Veerakumar Thangaraj Sreevidya Padma Despeckling of ultrasound images using directionally decimated wavelet packets with adaptive clustering. 206-215 2019 13 IET Image Process. 1 https://doi.org/10.1049/iet-ipr.2018.5011 db/journals/iet-ipr/iet-ipr13.html#ChinnathambiSTP19

Deepak Kumar Rout Badri Narayan Subudhi Thangaraj Veerakumar Santanu Chaudhury Spatio-contextual Gaussian mixture model for local change detection in underwater video. 117-136 2018 97 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2017.12.009 db/journals/eswa/eswa97.html#RoutSTC18

Thangaraj Veerakumar Ravi Prasad K. Jagannath Badri Narayan Subudhi Esakkirajan Sankaralingam Impulse Noise Removal Using Adaptive Radial Basis Function Interpolation. 1192-1223 2017 36 Circuits Syst. Signal Process. 3 https://doi.org/10.1007/s00034-016-0352-1 db/journals/cssp/cssp36.html#ThangarajJSS17

Veerakumar Thangaraj Badri Narayan Subudhi Esakkirajan Sankaralingam Prasanta Kumar Pradhan Context model based edge preservation filter for impulse noise removal. 29-44 2017 88 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2017.06.033 db/journals/eswa/eswa88.html#ThangarajSSP17

Vimalraj Chinnathambi Esakkirajan Sankaralingam Veerakumar Thangaraj Sreevidya Padma Direction sensitive wavelet packet for despeckling of ultrasound images. 746-757 2016 10 IET Comput. Vis. 7 https://doi.org/10.1049/iet-cvi.2015.0431 db/journals/iet-cvi/iet-cvi10.html#VimalrajSTS16

Veerakumar Thangaraj Esakkirajan Sankaralingam Ila Vennila Recursive cubic spline interpolation filter approach for the removal of high density salt-and-pepper noise. 159-168 2014 8 Signal Image Video Process. 1 https://doi.org/10.1007/s11760-013-0517-3 db/journals/sivp/sivp8.html#VeerakumarEV14

Esakkirajan Sankaralingam Veerakumar Thangaraj A. N. Subramanyam C. H. PremChand Removal of High Density Salt and Pepper Noise Through Modified Decision Based Unsymmetric Trimmed Median Filter. 287-290 2011 18 IEEE Signal Process. Lett. 5 https://doi.org/10.1109/LSP.2011.2122333 db/journals/spl/spl18.html#EsakkirajanVSP11

Esakkirajan Sankaralingam Veerakumar Thangaraj Senthil Vijayamani Navaneethan Palaniswamy Video compression using multiwavelet and multistage vector quantization. 385-393 2009 6 Int. Arab J. Inf. Technol. 4 http://iajit.org/index.php?option=com_content&task=blogcategory&id=0&Itemid=295 db/journals/iajit/iajit6.html#SankaralingamTVP09

Esakkirajan Sankaralingam Veerakumar Thangaraj P. Navaneethan Best Basis Selection Using Singular Value Decomposition. 65-68 2009 ICAPR https://doi.org/10.1109/ICAPR.2009.13 https://doi.ieeecomputersociety.org/10.1109/ICAPR.2009.13 conf/icapr/2009 db/conf/icapr/icapr2009.html#EsakkirajanVN09 Sankaralingam Esakkirajan Thangaraj Veerakumar N. Malmurugan P. Navaneethan Image Compression using Adaptive Wavelet Packet and Multistage Vector Quantization. 1-4 2008 ICIIS https://doi.org/10.1109/ICIINFS.2008.4798404 conf/iciis/2008 db/conf/iciis/iciis2008.html#EsakkirajanVMN08 Vatsalya Bajpai Pranab Gajanan Bhat Thierry Bouwmans Santanu Chaudhury Vimalraj Chinnathambi Khanjan Choudhury Avijit Dey Manoj Singh Gaur Ashish Ghosh Sai Rakshit Harathas Amartya Hatua Ravi Prasad K. Jagannath Vinit Jakhetiya Vinit Jakheytiya Balraj KeerthiveenaKeerthiveena Balraj K. Sandeep Kumar Venkatanareshbabu Kuppili N. Malmurugan Deepa Natarajan P. Navaneethan Sreevidya Padma Navaneethan Palaniswamy Manoj K. PandaManoj Kumar Panda Rohan Prabhudesai Prasanta Kumar Pradhan C. H. PremChand Tushar Rasal Nikhil O. F. Da Rocha Deepak Kumar Rout Esakkirajan SankaralingamSankaralingam Esakkirajan Akhilesh Sharma Himanshu Singh 0006 John J. Soraghan A. N. Subramanyam Badri N. SubudhiBadri Narayan Subudhi Ila Vennila Senthil Vijayamani