M. Subrahmanyam

Orcid: 0000-0003-3384-4368

Affiliations:
  • Indian Institute of Technology Ropar, Computer Vision and Pattern Recognition Lab, India


According to our database1, M. Subrahmanyam authored at least 95 papers between 2010 and 2024.

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Bibliography

2024
Image Super-Resolution With Content-Aware Feature Processing.
IEEE Trans. Artif. Intell., January, 2024

C<sup>2</sup>AIR: Consolidated Compact Aerial Image Haze Removal.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Spectroformer: Multi-Domain Query Cascaded Transformer Network For Underwater Image Enhancement.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023
(MLE$^{2}$A$^{2}$U)-Net: Image Super-Resolution via Multi-Level Edge Embedding and Aggregated Attentive Upsampler Network.
IEEE Trans. Emerg. Top. Comput. Intell., April, 2023

Unified Multi-Weather Visibility Restoration.
IEEE Trans. Multim., 2023

Image inpainting via spatial projections.
Pattern Recognit., 2023

Lightweight Network For Video Motion Magnification.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Nested Deformable Multi-head Attention for Facial Image Inpainting.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Aerial Image Dehazing with Attentive Deformable Transformers.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Underwater Image Enhancement with Phase Transfer and Attention.
Proceedings of the International Joint Conference on Neural Networks, 2023

Multi-weather Image Restoration via Domain Translation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

NTIRE 2023 Challenge on Stereo Image Super-Resolution: Methods and Results.
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

NTIRE 2023 Image Shadow Removal Challenge Report.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Multi Domain Learning for Motion Magnification.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Blind Image Inpainting via Omni-dimensional Gated Attention and Wavelet Queries.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Gated Multi-Resolution Transfer Network for Burst Restoration and Enhancement.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
WiperNet: A Lightweight Multi-Weather Restoration Network for Enhanced Surveillance.
IEEE Trans. Intell. Transp. Syst., 2022

Pseudo Decoder Guided Light-Weight Architecture for Image Inpainting.
IEEE Trans. Image Process., 2022

An End-to-End Network for Image De-Hazing and Beyond.
IEEE Trans. Emerg. Top. Comput. Intell., 2022

Con-Net: A Consolidated Light-Weight Image Restoration Network.
IEEE Trans. Broadcast., 2022

FASNet: Feature Aggregation and Sharing Network for Image Inpainting.
IEEE Signal Process. Lett., 2022

Progressive Subtractive Recurrent Lightweight Network for Video Deraining.
IEEE Signal Process. Lett., 2022

Multi-frame based adversarial learning approach for video surveillance.
Pattern Recognit., 2022

Unified Transformer Network for Multi-Weather Image Restoration.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Adaptive Feature Consolidation Network for Burst Super-Resolution.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022


Robust Unseen Video Understanding for Various Surveillance Environments.
Proceedings of the 18th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2022

Deep Network for Extremely Low-Resolution Human Action Recognition.
Proceedings of the 18th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2022

2021
An Unified Recurrent Video Object Segmentation Framework for Various Surveillance Environments.
IEEE Trans. Image Process., 2021

UW-GAN: Single-Image Depth Estimation and Image Enhancement for Underwater Images.
IEEE Trans. Instrum. Meas., 2021

Diverse Receptive Field Based Adversarial Concurrent Encoder Network for Image Inpainting.
IEEE Signal Process. Lett., 2021

Deep Adversarial Network for Scene Independent Moving Object Segmentation.
IEEE Signal Process. Lett., 2021

MSAR-Net: Multi-scale attention based light-weight image super-resolution.
Pattern Recognit. Lett., 2021

Motion estimation in hazy videos.
Pattern Recognit. Lett., 2021

Hyperrealistic Image Inpainting with Hypergraphs.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Multi-frame Recurrent Adversarial Network for Moving Object Segmentation.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Channel Difference Based Regeneration Architecture for Fake Colorized Image Detection.
Proceedings of the Computer Vision and Image Processing - 6th International Conference, 2021

Depth Estimation Using Sparse Depth and Transformer.
Proceedings of the Computer Vision and Image Processing - 6th International Conference, 2021

2020
End-to-End Recurrent Generative Adversarial Network for Traffic and Surveillance Applications.
IEEE Trans. Veh. Technol., 2020

LEARNet: Dynamic Imaging Network for Micro Expression Recognition.
IEEE Trans. Image Process., 2020

RYF-Net: Deep Fusion Network for Single Image Haze Removal.
IEEE Trans. Image Process., 2020

S2DNet: Depth Estimation From Single Image and Sparse Samples.
IEEE Trans. Computational Imaging, 2020

Deep Underwater Image Restoration and Beyond.
IEEE Signal Process. Lett., 2020

A novel feature descriptor for image retrieval by combining modified color histogram and diagonally symmetric co-occurrence texture pattern.
Pattern Anal. Appl., 2020

RescueNet: An unpaired GAN for brain tumor segmentation.
Biomed. Signal Process. Control., 2020

Depth Estimation From Single Image And Semantic Prior.
Proceedings of the IEEE International Conference on Image Processing, 2020

An End-to-End Edge Aggregation Network for Moving Object Segmentation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Varicolored Image De-Hazing.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

DarkGAN: Night Image Enhancement Using Generative Adversarial Networks.
Proceedings of the Computer Vision and Image Processing - 5th International Conference, 2020

2019
MSFgNet: A Novel Compact End-to-End Deep Network for Moving Object Detection.
IEEE Trans. Intell. Transp. Syst., 2019

Cardinal color fusion network for single image haze removal.
Mach. Vis. Appl., 2019

Local energy oriented pattern for image indexing and retrieval.
J. Vis. Commun. Image Represent., 2019

Deep network for human action recognition using Weber motion.
Neurocomputing, 2019

Regional adaptive affinitive patterns (RADAP) with logical operators for facial expression recognition.
IET Image Process., 2019

ANTIC: antithetic isomeric cluster patterns for medical image retrieval and change detection.
IET Comput. Vis., 2019

Depth-based end-to-end deep network for human action recognition.
IET Comput. Vis., 2019

FgGAN: A Cascaded Unpaired Learning for Background Estimation and Foreground Segmentation.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

CDNet: Single Image De-Hazing Using Unpaired Adversarial Training.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Motion Saliency Based Generative Adversarial Network for Underwater Moving Object Segmentation.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Single Image Depth Estimation Using Deep Adversarial Training.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

RI-GAN: An End-To-End Network for Single Image Haze Removal.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019


A Novel Saliency-Based Cascaded Approach for Moving Object Segmentation.
Proceedings of the Computer Vision and Image Processing - 4th International Conference, 2019

Image and Video Super Resolution using Recurrent Generative Adversarial Network.
Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

Pose Guided Dynamic Image Network for Human Action Recognition in Person Centric Videos.
Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

2018
Multi-dimensional multi-directional mask maximum edge pattern for bio-medical image retrieval.
Int. J. Multim. Inf. Retr., 2018

Local Neighborhood Intensity Pattern-A new texture feature descriptor for image retrieval.
Expert Syst. Appl., 2018

Multichannel Distributed Local Pattern for Content Based Indexing and Retrieval.
CoRR, 2018

C2MSNet: A Novel approach for single image haze removal.
CoRR, 2018

Fractional Local Neighborhood Intensity Pattern for Image Retrieval using Genetic Algorithm.
CoRR, 2018

C^2MSNet: A Novel Approach for Single Image Haze Removal.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

MsEDNet: Multi-Scale Deep Saliency Learning for Moving Object Detection.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

TSNet: Deep Network for Human Action Recognition in Hazy Videos.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

LEDNet: Deep Network for Single Image Haze Removal.
Proceedings of the ICVGIP 2018: 11th Indian Conference on Computer Vision, 2018

CANDID: Robust Change Dynamics and Deterministic Update Policy for Dynamic Background Subtraction.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

2016
Local directional mask maximum edge patterns for image retrieval and face recognition.
IET Comput. Vis., 2016

3D Local Transform Patterns: A New Feature Descriptor for Image Retrieval.
Proceedings of International Conference on Computer Vision and Image Processing, 2016

2015
Local Gabor maximum edge position octal patterns for image retrieval.
Neurocomputing, 2015

Local extrema co-occurrence pattern for color and texture image retrieval.
Neurocomputing, 2015

Spherical symmetric 3D local ternary patterns for natural, texture and biomedical image indexing and retrieval.
Neurocomputing, 2015

2014
Local Mesh Patterns Versus Local Binary Patterns: Biomedical Image Indexing and Retrieval.
IEEE J. Biomed. Health Informatics, 2014

MRI and CT image indexing and retrieval using local mesh peak valley edge patterns.
Signal Process. Image Commun., 2014

Expert content-based image retrieval system using robust local patterns.
J. Vis. Commun. Image Represent., 2014

Multi-resolution Local extrema patterns using discrete wavelet transform.
Proceedings of the Seventh International Conference on Contemporary Computing, 2014

2013
Local ternary co-occurrence patterns: A new feature descriptor for MRI and CT image retrieval.
Neurocomputing, 2013

Modified color motif co-occurrence matrix for image indexing and retrieval.
Comput. Electr. Eng., 2013

Joint histogram between color and local extrema patterns for object tracking.
Proceedings of the Video Surveillance and Transportation Imaging Applications 2013, 2013

Peak Valley Edge Patterns: A New Descriptor for Biomedical Image Indexing and Retrieval.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Local Tetra Patterns: A New Feature Descriptor for Content-Based Image Retrieval.
IEEE Trans. Image Process., 2012

Local maximum edge binary patterns: A new descriptor for image retrieval and object tracking.
Signal Process., 2012

Directional Binary Wavelet Patterns for Biomedical Image Indexing and Retrieval.
J. Medical Syst., 2012

Directional local extrema patterns: a new descriptor for content based image retrieval.
Int. J. Multim. Inf. Retr., 2012

Expert system design using wavelet and color vocabulary trees for image retrieval.
Expert Syst. Appl., 2012

2011
A relevance feedback-based learner for image retrieval using SIFT descriptors.
Int. J. Comput. Vis. Robotics, 2011

2010
Sign and magnitude of local patterns for image indexing and retrieval.
Int. J. Comput. Vis. Robotics, 2010


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