Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Shanmuganathan Raman

Shanmuganathan Raman

Department of Electrical Engineering, Indian Institute of Technology Gandhinagar, India

RGL-NET: A Recurrent Graph Learning framework for Progressive Part Assembly


Jul 27, 2021
Abhinav Narayan Harish, Rajendra Nagar, Shanmuganathan Raman

* Accepted to Winter Conference of Computer Vision (WACV 2022) 

  Access Paper or Ask Questions

ShuffleBlock: Shuffle to Regularize Deep Convolutional Neural Networks


Jun 17, 2021
Sudhakar Kumawat, Gagan Kanojia, Shanmuganathan Raman


  Access Paper or Ask Questions

HDIB1M -- Handwritten Document Image Binarization 1 Million Dataset


Feb 11, 2021
Kaustubh Sadekar, Prajwal Singh, Shanmuganathan Raman


  Access Paper or Ask Questions

APEX-Net: Automatic Plot Extractor Network


Feb 11, 2021
Aalok Gangopadhyay, Prajwal Singh, Shanmuganathan Raman

* https://sites.google.com/view/apexnetpaper/ 

  Access Paper or Ask Questions

DeepObjStyle: Deep Object-based Photo Style Transfer


Dec 11, 2020
Indra Deep Mastan, Shanmuganathan Raman


  Access Paper or Ask Questions

DILIE: Deep Internal Learning for Image Enhancement


Dec 11, 2020
Indra Deep Mastan, Shanmuganathan Raman


  Access Paper or Ask Questions

DeepCFL: Deep Contextual Features Learning from a Single Image


Nov 07, 2020
Indra Deep Mastan, Shanmuganathan Raman

* IEEE Winter Conference on Applications of Computer Vision (WACV 2021), Waikoloa, US, Jan. 5-9, 2021 

  Access Paper or Ask Questions

Blind Motion Deblurring through SinGAN Architecture


Nov 07, 2020
Harshil Jain, Rohit Patil, Indra Deep Mastan, Shanmuganathan Raman

* Deep Internal Learning: Training with no prior examples. ECCV'2020 Workshop 

  Access Paper or Ask Questions

Learning to Sort Image Sequences via Accumulated Temporal Differences


Oct 22, 2020
Gagan Kanojia, Shanmuganathan Raman


  Access Paper or Ask Questions

Depthwise Spatio-Temporal STFT Convolutional Neural Networks for Human Action Recognition


Jul 22, 2020
Sudhakar Kumawat, Manisha Verma, Yuta Nakashima, Shanmuganathan Raman

* Extended version of our CVPR 2019 work 

  Access Paper or Ask Questions

Yoga-82: A New Dataset for Fine-grained Classification of Human Poses


Apr 22, 2020
Manisha Verma, Sudhakar Kumawat, Yuta Nakashima, Shanmuganathan Raman

* Accepted CVPR Workshops 2020 

  Access Paper or Ask Questions

Deep No-reference Tone Mapped Image Quality Assessment


Feb 08, 2020
Chandra Sekhar Ravuri, Rajesh Sureddi, Sathya Veera Reddy Dendi, Shanmuganathan Raman, Sumohana S. Channappayya

* 5 pages, 5 figures, 2 tables 

  Access Paper or Ask Questions

Depthwise-STFT based separable Convolutional Neural Networks


Jan 27, 2020
Sudhakar Kumawat, Shanmuganathan Raman

* Accepted at ICASSP 2020 

  Access Paper or Ask Questions

FHDR: HDR Image Reconstruction from a Single LDR Image using Feedback Network


Dec 24, 2019
Zeeshan Khan, Mukul Khanna, Shanmuganathan Raman

* 2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP) 

  Access Paper or Ask Questions

Simultaneous Detection and Removal of Dynamic Objects in Multi-view Images


Dec 11, 2019
Gagan Kanojia, Shanmuganathan Raman

* Accepted at WACV 2020 

  Access Paper or Ask Questions

DCIL: Deep Contextual Internal Learning for Image Restoration and Image Retargeting


Dec 09, 2019
Indra Deep Mastan, Shanmuganathan Raman


  Access Paper or Ask Questions

DeepPFCN: Deep Parallel Feature Consensus Network For Person Re-Identification


Nov 18, 2019
Shubham Kumar Singh, Krishna P Miyapuram, Shanmuganathan Raman

* 8 pages, 3 Figures, 3 Tables 

  Access Paper or Ask Questions

Exploring Temporal Differences in 3D Convolutional Neural Networks


Sep 07, 2019
Gagan Kanojia, Sudhakar Kumawat, Shanmuganathan Raman


  Access Paper or Ask Questions

Multi-level Encoder-Decoder Architectures for Image Restoration


May 06, 2019
Indra Deep Mastan, Shanmuganathan Raman

* Accepted in the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop: "New Trends in Image Restoration and Enhancement workshop (NTIRE) 2019" 

  Access Paper or Ask Questions

Attentive Spatio-Temporal Representation Learning for Diving Classification


Apr 30, 2019
Gagan Kanojia, Sudhakar Kumawat, Shanmuganathan Raman

* Accepted in CVPRW 2019 

  Access Paper or Ask Questions

LBVCNN: Local Binary Volume Convolutional Neural Network for Facial Expression Recognition from Image Sequences


Apr 16, 2019
Sudhakar Kumawat, Manisha Verma, Shanmuganathan Raman

* Accepted in CVPRW 2019 

  Access Paper or Ask Questions

LP-3DCNN: Unveiling Local Phase in 3D Convolutional Neural Networks


Apr 06, 2019
Sudhakar Kumawat, Shanmuganathan Raman

* Accepted in CVPR 2019 

  Access Paper or Ask Questions

Fast and Accurate Intrinsic Symmetry Detection


Oct 29, 2018
Rajendra Nagar, Shanmuganathan Raman

* Accepted by ECCV2018 

  Access Paper or Ask Questions

Detecting Approximate Reflection Symmetry in a Point Set using Optimization on Manifold


Oct 18, 2018
Rajendra Nagar, Shanmuganathan Raman


  Access Paper or Ask Questions

SymmSLIC: Symmetry Aware Superpixel Segmentation and its Applications


Aug 10, 2018
Rajendra Nagar, Shanmuganathan Raman


  Access Paper or Ask Questions

Deep Generative Filter for Motion Deblurring


Sep 11, 2017
Sainandan Ramakrishnan, Shubham Pachori. Aalok Gangopadhyay, Shanmuganathan Raman


  Access Paper or Ask Questions

Facial Expression Recognition using Visual Saliency and Deep Learning


Aug 26, 2017
Viraj Mavani, Shanmuganathan Raman, Krishna P Miyapuram

* 6 pages 

  Access Paper or Ask Questions