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Dr. Vijayakumar Kadha

Assistant Professor, Department of Electronics and Communications Engineering, School of Engineering, Amaravati

Qualification: Ph.D
k_vijayakumar@av.amrita.edu
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Research Interest: Signal, Image and Video Processing, Computer Vision, Artificial Intelligence, Machine Learning

Bio Publications FDP / Workshops
Bio

Dr.Vijayakumar Kadha is an Assistant Professor at Amrita Vishwa Vidyapeetham, Amaravati Campus, where his research in the field of Signal and Image Processing. With a strong blend of academic expertise and industry experience, he brings a practical, research-driven approach to hiswork.

Prior to academia, he worked as a Data Scientist at NDS Infoserv, Mumbai, where he leveraged data-driven strategies to solve complex business challenges. His industry experience enriches his teaching and research, bridging the gap between theory and real-world applications.

VijayakumarKadha holds a Ph.D. from the National Institute of Technology (NIT) Rourkela and an M.Tech from JNTU Anantapur, specializing in Signal and Image processing. His research focuses onSignal and Image processing, Computer vision,machine learning, and Deep learning, with publications in reputed journals and conferences.

Publications

Journal Article

Year : 2025

DBTNet: A Dual-Stream Neural Network for Effective Brain Tumor Detection in MRI Images

Cite this Research Publication : Rasool Reddy Kamireddy, Vijayakumar Kadha, Kandala NVPS Rajesh, Ravindra Dhuli, Sadiq Hussain, DBTNet: A Dual-Stream Neural Network for Effective Brain Tumor Detection in MRI Images, Arabian Journal for Science and Engineering, Springer Science and Business Media LLC, 2025, https://doi.org/10.1007/s13369-025-10290-y

Publisher : Springer Science and Business Media LLC

Year : 2025

Unravelling Digital Forgeries: A Systematic Survey on Image Manipulation Detection and Localization

Cite this Research Publication : VijayaKumar Kadha, Sambit Bakshi, Santos Kumar Das, Unravelling Digital Forgeries: A Systematic Survey on Image Manipulation Detection and Localization, ACM Computing Surveys, Association for Computing Machinery (ACM), 2025, https://doi.org/10.1145/3731243

Publisher : Association for Computing Machinery (ACM)

Year : 2024

An exhaustive measurement of re-sampling detection in lossy compressed images using deep learning approach

Cite this Research Publication : Vijayakumar Kadha, Santos Kumar Das, An exhaustive measurement of re-sampling detection in lossy compressed images using deep learning approach, Engineering Applications of Artificial Intelligence, Elsevier BV, 2024, https://doi.org/10.1016/j.engappai.2023.107614

Publisher : Elsevier BV

Year : 2023

Forensic analysis of manipulation chains: A deep residual network for detecting JPEG-manipulation-JPEG

Cite this Research Publication : Vijayakumar Kadha, V V N J Sri Lakshmi Nandikattu, Sambit Bakshi, Santos Kumar Das, Forensic analysis of manipulation chains: A deep residual network for detecting JPEG-manipulation-JPEG, Forensic Science International: Digital Investigation, Elsevier BV, 2023, https://doi.org/10.1016/j.fsidi.2023.301623

Publisher : Elsevier BV

Year : 2023

A novel method for resampling detection in highly compressed JPEG images through BAR using a deep learning technique

Cite this Research Publication : Vijayakumar Kadha, Santos Kumar Das, A novel method for resampling detection in highly compressed JPEG images through BAR using a deep learning technique, Optik, Elsevier BV, 2023, https://doi.org/10.1016/j.ijleo.2023.171356

Publisher : Elsevier BV

Conference Paper

Year : 2024

MFeRNet: A Deep CNN Approach for Detecting Median Filter Tampering in Re-Compressed Images

Cite this Research Publication : Vijayakumar Kadha, Kamireddy Rasool Reddy, Santos Kumar Das, Madhusudhan Mishra, MFeRNet: A Deep CNN Approach for Detecting Median Filter Tampering in Re-Compressed Images, 2024 IEEE 29th Asia Pacific Conference on Communications (APCC), IEEE, 2024, https://doi.org/10.1109/apcc62576.2024.10767893

Publisher : IEEE

Year : 2023

Vehicle Detection in Indian Traffic Using an Anchor-Free Object Detector

Cite this Research Publication : Prashant Deshmukh, Vijayakumar Kadha, Krishna Chaitanya Rayasam, Santos Kumar Das, Vehicle Detection in Indian Traffic Using an Anchor-Free Object Detector, Lecture Notes in Networks and Systems, Springer Nature Singapore, 2023, https://doi.org/10.1007/978-981-99-3250-4_45

Publisher : Springer Nature Singapore

Year : 2023

Robust Manipulation Parameter Estimation Scheme for Post-JPEG Compressed Images using CNN

Cite this Research Publication : Vijayakumar Kadha, Santos Kumar Das, Robust Manipulation Parameter Estimation Scheme for Post-JPEG Compressed Images using CNN, 2023 National Conference on Communications (NCC), IEEE, 2023, https://doi.org/10.1109/ncc56989.2023.10067901

Publisher : IEEE

Year : 2023

Detecting Image Manipulation in Lossy Compression: A Multi-modality Deep-Learning Framework

Cite this Research Publication : Vijayakumar Kadha, Santos Kumar Das, Detecting Image Manipulation in Lossy Compression: A Multi-modality Deep-Learning Framework, TENCON 2023 - 2023 IEEE Region 10 Conference (TENCON), IEEE, 2023, https://doi.org/10.1109/tencon58879.2023.10322401

Publisher : IEEE

Year : 2022

Robust First Quality Factor Estimation For Double Compressed and Resized Images

Cite this Research Publication : Vijayakumar Kadha, Santos Kumar Das, Robust First Quality Factor Estimation For Double Compressed and Resized Images, 2022 6th International Conference on Trends in Electronics and Informatics (ICOEI), IEEE, 2022, https://doi.org/10.1109/icoei53556.2022.9776910

Publisher : IEEE

Year : 2022

Robust Manipulation Detection Scheme for Post-JPEG Compressed Images using CNN

Cite this Research Publication : Vijaya Kumar Kadha, Prashant Deshmukh, Krishna Chaitanya Rayasam, Santos Kumar Das, Robust Manipulation Detection Scheme for Post-JPEG Compressed Images using CNN, 2022 IEEE 19th India Council International Conference (INDICON), IEEE, 2022, https://doi.org/10.1109/indicon56171.2022.10040157

Publisher : IEEE

Year : 2011

Passive duplicate address detection in DYMO routing protocol for MANETS

Cite this Research Publication : Kadha Vijaya Kumar, V. Sumalatha, Passive duplicate address detection in DYMO routing protocol for MANETS, Proceedings of the 2011 International Conference on Communication, Computing & Security - ICCCS '11, ACM Press, 2011, https://doi.org/10.1145/1947940.1947968

Publisher : ACM Press

FDP / Workshops
  • Online International Workshop on “Adversarial Signal Processing and Machine Learning with applications to Multimedia Forensics” by GIAN Ministry of education GOI and NIT Rourkela on February 2022.
  • Online International Workshop on “Machine Learning in Speech and Audio Processing” by BIT, Mesra  on February 2022.
  • Online International Workshop on “Machine Learning for Computer Vision” by EC & ICT, IIT Guwahati, IIT Kanpur, MNIT Jaipur, NIT Patna and PDPM IIITDM Jabalpur and MeitY, Govt. of India on February 2021.
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