Publications

(For a full list of publications see below and for conference presentations, go here or go to Google Scholar)

Journal Publications

Meta Generative Attack on Person Reidentification
A V Subramanyam
IEEE Transactions on Circuits and Systems for Video Technology, 2023

https://doi.org/10.48550/arXiv.2301.06286

Circularly Polarized Fabry-Pèrot Cavity Sensing Antenna Design using Generative Model
Kainat Yasmeen, K V Mishra, A V Subramanyam and S S Ram
IEEE Sensors Letters, 2023

https://doi.org/10.48550/arXiv.2209.14550

Sinkhorn Adversarial Attack and Defense
A V Subramanyam
IEEE Transactions on Image Processing, 2022

Download here..

Unsupervised Domain Adaptation for Person Re-identification via Individual-preserving and Environmental- switching Cyclic Generation
A. Verma, A V Subramanyam, Z. Weng, S. Satoh, R. Shah
IEEE Transactions on Multimedia

10.1109/TMM.2021.3126404

Channel Graph Regularized Correlation Filters for Visual Object Tracking
M. Jain, A. Tyagi, A V Subramanyam, S. Denman, C. Fookes and S. Sridharan
IEEE Transactions on Circuits and Systems for Video Technology

10.1109/TCSVT.2021.3063144

Novel deep learning framework for wideband spectrum characterization at sub-Nyquist rate
S. Chandhok, H. Joshi, A V Subramanyam and S. Darak
Wireless Networks, 27, 4727-4746, 2021

https://doi.org/10.1007/s11276-021-02765-1

LSTM guided ensemble correlation filter tracking with appearance model pool
M. Jain, A V Subramanyam, S. Denman, C. Fookes and S. Sridharan
Computer Vision and Image Understanding, vol. 195, 2020

https://doi.org/10.1016/j.cviu.2020.102935

SDL: Spectrum-Disentangled Representation Learning for Visible-Infrared Person Re-identification
K. Kansal, A.V. Subramanyam, Z. Weng and S. Satoh
IEEE Transactions on Circuits and Systems for Video Technology, vol. 30, no. 10, pp. 3422-3432, Oct. 2020

10.1109/TCSVT.2019.2963721

Anti-forensics of Median Filtering and Contrast Enhancement
S. Sharma, H. Ravi, A.V. Subramanyam, S. Emmanuel
Journal of Visual Communication and Image Representation, vol. 66, 2019

https://doi.org/10.1016/j.jvcir.2019.102682

Egocentric Analysis of Dash-cam Videos For Vehicle Forensics
A. Mehrish, P. Singh, P. Jain, A.V. Subramanyam, M. Kankanhalli
IEEE Transactions on Circuits and Systems for Video Technology, vol. 30, no. 9, pp. 3000-3014, Sept. 2020

DOI: 10.1109/TCSVT.2019.2929561

CARF-Net: CNN attention and RNN fusion network for video-based person reidentification
K. Kansal, A.V. Subramanyam, D. Prasad
Journal of Electronic Imaging, vol. 28, no. 2, 2019

DOI: 10.1117/1.JEI.28.2.023036

HDRNet: Person Re-identification using Hybrid Sampling in Deep Reconstruction Network
K. Kansal, A.V. Subramanyam, M. Kankanhalli
IEEE Access, vol. 7, pp. 40856-40865, 2019

DOI: 10.1109/ACCESS.2019.2908344

Joint Spatial and Discrete Cosine Transform Domain based Counter Forensics for Adaptive Contrast Enhancement
A. Mehrish, A.V. Subramanyam, S. Emmanuel
IEEE Access, vol. 7, pp. 27183-27195, 2019

DOI: 10.1109/ACCESS.2019.2901345

Airborne Visual Tracking and Re-Identification System
K. Saini, K. Kansal, A.V. Subramanyam
JEI, vol. 28, no. 2, 2019

DOI: 10.1117/1.JEI.28.2.023003

Online Single and Multiple Analysis Dictionary Learning based approach for Visual Object Tracking
D. Sitani, A.V. Subramanyam, A. Majumdar
Journal of Electronic Imaging, vol. 28, no. 1, 2019

DOI: 10.1117/1.JEI.28.1.013004

Robust Discriminative Sub-space Learning for Person Reidentification
A.V. Subramanyam, R. Ahuja, V. Gupta
IEEE Signal Processing Letters, vol. 26, no. 1, pp. 154-158, 2019

DOI: 10.1109/LSP.2018.2882301

Robust PRNU estimation from probabilistic raw measurements
A. Mehrish, A.V. Subramanyam, S. Emmanuel
Signal Processing: Image Communication, vol. 66, pp. 30-41, 2018

DOI: 10.1016/j.image.2018.04.013

Sensor Pattern Noise Estimation Using Probabilistically Estimated RAW Values
A. Mehrish, A.V. Subramanyam, S. Emmanuel
IEEE Signal Processing Letters, vol. 23, no. 5, pp. 693-697, 2016

DOI: 10.1109/LSP.2016.2549059

Forensic Analysis of Linear and Non Linear Image Filtering using Quantization Noise
H. Ravi, A.V. Subramanyam, S. Emmanuel
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), vol. 12, no. 3, pp. 39:1-39:23, 2016

DOI: 10.1145/2857069

ACE - An Effective Anti-forensic Contrast Enhancement Technique
H. Ravi, A.V. Subramanyam, S. Emmanuel
IEEE Signal Processing Letters, vol. 23, no. 2, pp. 212-216, 2015

DOI: 10.1109/LSP.2015.2509477

Robust Watermarking of Compressed and Encrypted JPEG2000 Images
A.V. Subramanyam, S. Emmanuel and M.S. Kankanhalli
IEEE Transactions on Multimedia, vol. 14, no. 3, pp. 703-716, 2011

DOI: 10.1109/TMM.2011.2181342

Partially Compress-Encrypted Domain Robust JPEG Image Watermarking
A.V. Subramanyam and S. Emmanuel
Multimedia Tools and Applications, vol. 71, no. 3, pp. 1311-1331, 2014

https://doi.org/10.1007/s11042-012-1272-0

Robust Watermarking of Compressed JPEG images in Encrypted Domain
A.V. Subramanyam and S. Emmanuel
Transactions on Data Hiding and Multimedia Security, LNCS vol. 6730, pp. 37-57, 2011

https://doi.org/10.1007/978-3-642-24556-5_3

Joint Watermarking Scheme for Multiparty Multilevel DRM Architecture
T. Thomas, S. Emmanuel, A.V. Subramanyam and M.S. Kankanhalli
IEEE Transactions on Information Forensics and Security, vol. 4, no. 4, pp. 758-767, 2009

DOI: 10.1109/TIFS.2009.2033229

Conferences & Workshops

Layout Free Scene Graph to Image Generation
Rameshwar Mishra, A V Subramanyam
The British Machine Vision Conference (BMVC), 2024

Paper

Code

Language Guided Adversarial Purification
Himanshu Singh, A V Subramanyam
2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024

https://doi.org/10.1109/icassp48485.2024.10446676

Code.

Barycentric Defense
A V Subramanyam, Abhigyan Raj
IEEE International Conference on Image Processing (ICIP), 2022

Download here.

Code

Wasserstein Metric Attack on Person Re-Identification
Astha Verma, A V Subramanyam, Rajiv Ratn Shah
IEEE International Conference on Multimedia Information Processing and Retrieval (MIPR), 2022


Contextual Active Learning for Person Re-Identification (Best Paper Award)
Vineet Joshi, A V Subramanyam
IEEE International Conference on Multimedia Information Processing and Retrieval (MIPR), 2022


IGSSTRCF: Importance Guided Sparse Spatio-Temporal Regularized Correlation Filters For Tracking
Monika Jain, Arjun Tyagi, A V Subramanyam, Simon Denman, Clinton Fookes and Sridha Sridharan
In Proc. IEEE Winter Conference on Applications of Computer Vision (WACV), 2021, pp. 2774-2783,

DOI: 10.1109/WACV48630.2021.00282

Disentangling Reconstruction Network for Unsupervised Cross-Domain Person Re-Identification
Kajal Kansal, Harsh Jain, A V Subramanyam
IEEE International Conference on Systems, Man and Cybernetics, 2021


Attentional Road Safety Networks
Sonu Gupta, Deepak Srivatsav, A V Subramanyam, Ponnurangam Kumaraguru
In Proc. IEEE International Conference on Image Processing (ICIP), 2019, pp. 1600-1604

DOI: 10.1109/ICIP.2019.8803732 (Poster)

Autoencoder Ensemble for Person Re-Identification
Kajal Kansal, A V Subramanyam
In Proc. IEEE International Conference on Multimedia Big Data (BigMM), 2019, pp. 257-261

DOI: 10.1109/BigMM.2019.00-15 (Oral)

Image Corpus Representative Summarization
Anurag Singh, Lakshay Virmani, A V Subramanyam
In Proc. IEEE International Conference on Multimedia Big Data (BigMM), 2019, pp. 21-29

DOI: 10.1109/BigMM.2019.00-46 (Oral)

LSTM Guided Modulation Classification and Experimental Validation for Sub-Nyquist Rate Wideband Spectrum Sensing
S. Chandok, H. Joshi, S. Darak, and A.V. Subramanyam
In Proc. International Conference on Communication Systems & Networks (COMSNETS), 2019

DOI: 10.1109/COMSNETS.2019.8711345 (Poster)

In-Sat: A Novel Land Cover Classification Dataset for Indian Subcontinent
M. Shah, A. V. Subramanyam and G. Arora
IEEE International Geoscience and Remote Sensing Symposium IGARSS, 2021, pp. 6650-6653

DOI: 10.1109/IGARSS47720.2021.9553772

Hierarchical Attention Image-Text Alignment Network For Person Re-Identification
K. Kansal, A. Subramanyam, Z. Wang and S. Satoh
Proc. IEEE International Conference on Multimedia & Expo Workshops (ICMEW), Shenzhen, China, 2021 pp. 1-6

DOI: 10.1109/ICMEW53276.2021.9455960

Transfer Learning of Spatio-Temporal Information using 3D-CNN for Person Re-identification
K. Kansal, and A.V. Subramanyam
Proc. IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2018, pp. 923-928

DOI: 10.1109/SMC.2018.00164 (Oral)

Use of facial landmarks for adaptive compression of videos on mobile devices
R. Banerjee, G. Chikara, V. Naik, A.V. Subramanyam, and K. Dey
Proc. International Conference on Communication Systems & Networks (COMSNETS), 2018, pp. 320-327

DOI: 10.1109/COMSNETS.2018.8328214 (Oral)

#VisualHashtags: Visual Summarization of Social Media Events Using Mid-Level Visual Elements
S. Goel, S. Ahuja, A.V. Subramanyam, and P. Kumaragurum
Proc. ACM International Conference on Multimedia (ACM MM), 2017, pp. 1434-1442

DOI: 10.1145/3123266.3123407 (Poster)

Multimedia Signatures for Vehicle Forensics
A. Mehrish, A.V. Subramanyam, and M.S. Kankanhalli
Proc. IEEE International Conference on Multimedia and Expo (ICME), 2017, pp. 685-690

DOI: 10.1109/ICME.2017.8019488 (Poster)

Online SVM and Backward Model Validation Based Visual Tracking
D. Mullick, A.V. Subramanyam, and S. Emmanuel
Proc. IEEE International Conference on Image Processing (ICIP), 2017, pp. 4327-4331

DOI: 10.1109/ICIP.2017.8297099 (Poster)

Anti-Forensic Technique for Median Filtering using L1-L2 TV Model
S. Sharma, A.V. Subramanyam, M. Jain, A. Mehrish and S. Emmanuel
Proc. IEEE International Workshop on Information Forensics and Security (WIFS), 2016. Pages: 6

DOI: 10.1109/WIFS.2016.7823571 (Oral)

PicHunt: Social Media Image Retrieval for Improved Law Enforcement
S. Goel, N. Sachdeva, P. Kumaraguru, A.V. Subramanyam and D. Gupta
Proc. International Conference on Social Informatics (SocInfo), 2016, pp. 206-223

DOI: https://doi.org/10.1007/978-3-319-47880-7_13 (Poster)

Face Video Based Touchless Blood Pressure and Heart Rate Estimation
M. Jain, S. Deb, A.V. Subramanyam
Proc. IEEE International Workshop on Multimedia Signal Processing (MMSP), 2016. Pages: 5

DOI: 10.1109/MMSP.2016.7813389 (Poster)

Spatial domain quantization noise based image filtering detection
H. Ravi, A.V. Subramanyam, S. Emmanuel
IEEE International Conference on Image Processing (ICIP), Quebec City, Canada, 2015, pp. 1180-1184

DOI: 10.1109/ICIP.2015.7350986 (Oral)

Compression Noise Based Video Forgery Detection
H. Ravi, A.V. Subramanyam, Gaurav Gupta and B. Avinash Kumar
IEEE International Conference on Image Processing (ICIP), Paris, France, 2014, pp. 5353-5356

DOI: 10.1109/ICIP.2014.7026083 (Poster)

Cryptanalysis of a Digital Watermarking Scheme Based on Support Vector Regression
M. Siddula, S. Sanadhya and A.V. Subramanyam
IEEE International Conference on Systems, Man and Cybernetics (SMC), Manchester, UK, 2013, pp. 1554-1559

DOI: 10.1109/SMC.2013.268

Pixel Estimation Based Video Forgery Detection
A.V. Subramanyam and S. Emmanuel
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Vancouver, Canada, 2013, pp. 3038-3042

DOI: 10.1109/ICASSP.2013.6638216 (Poster)

Video Forgery Detection using HOG and Video Compression Properties
A.V. Subramanyam and S. Emmanuel
IEEE International Workshop on Multimedia Signal Processing (MMSP), Banff, Canada, 2012, pp. 89-94

DOI: 10.1109/MMSP.2012.6343421 (Poster)

Audio Watermarking in Partially Compressed-Encrypted Domain
A.V. Subramanyam and S. Emmanuel
IEEE International Conference on Systems, Man and Cybernetics (SMC), Seoul, South Korea, 2012, pp. 2867-2872

DOI: 10.1109/ICSMC.2012.6378184

Context Based Watermarking of Secure JPEG-LS Images
A.V. Subramanyam and S. Emmanuel
International Conference on Signal Processing and Multimedia Applications(SIGMAP), Seville, Spain, 2011


Compressed Encrypted Domain JPEG2000 Image Watermarking
A.V. Subramanyam, S. Emmanuel and M.S. Kankanhalli
IEEE International Conference Multimedia and Expo (ICME), Singapore, 2010, pp. 1315-1320

DOI: 10.1109/ICME.2010.5583571 (Poster)