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Shanmuganathan Raman

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

APEX-Net: Automatic Plot Extractor Network

Jan 15, 2021
Aalok Gangopadhyay, Prajwal Singh, Shanmuganathan Raman

* Submitted to ICASSP 2021 

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DeepObjStyle: Deep Object-based Photo Style Transfer

Dec 11, 2020
Indra Deep Mastan, Shanmuganathan Raman


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DILIE: Deep Internal Learning for Image Enhancement

Dec 11, 2020
Indra Deep Mastan, Shanmuganathan Raman


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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 

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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 

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Learning to Sort Image Sequences via Accumulated Temporal Differences

Oct 22, 2020
Gagan Kanojia, Shanmuganathan Raman


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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 

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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 

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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 

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Depthwise-STFT based separable Convolutional Neural Networks

Jan 27, 2020
Sudhakar Kumawat, Shanmuganathan Raman

* Accepted at ICASSP 2020 

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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) 

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

Dec 11, 2019
Gagan Kanojia, Shanmuganathan Raman

* Accepted at WACV 2020 

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

Dec 09, 2019
Indra Deep Mastan, Shanmuganathan Raman


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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 

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Exploring Temporal Differences in 3D Convolutional Neural Networks

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


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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" 

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Attentive Spatio-Temporal Representation Learning for Diving Classification

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

* Accepted in CVPRW 2019 

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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 

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

Apr 06, 2019
Sudhakar Kumawat, Shanmuganathan Raman

* Accepted in CVPR 2019 

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Fast and Accurate Intrinsic Symmetry Detection

Oct 29, 2018
Rajendra Nagar, Shanmuganathan Raman

* Accepted by ECCV2018 

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

Oct 18, 2018
Rajendra Nagar, Shanmuganathan Raman


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SymmSLIC: Symmetry Aware Superpixel Segmentation and its Applications

Aug 10, 2018
Rajendra Nagar, Shanmuganathan Raman


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Deep Generative Filter for Motion Deblurring

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


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Facial Expression Recognition using Visual Saliency and Deep Learning

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

* 6 pages 

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Automatic Trimap Generation for Image Matting

Jul 04, 2017
Vikas Gupta, Shanmuganathan Raman


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Iterative Spectral Clustering for Unsupervised Object Localization

Jun 29, 2017
Aditya Vora, Shanmuganathan Raman


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Flow-free Video Object Segmentation

Jun 29, 2017
Aditya Vora, Shanmuganathan Raman


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Hashing in the Zero Shot Framework with Domain Adaptation

Feb 28, 2017
Shubham Pachori, Ameya Deshpande, Shanmuganathan Raman


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Zero Shot Hashing

Oct 09, 2016
Shubham Pachori, Shanmuganathan Raman

* 10 pages 

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Automatic Content-aware Non-Photorealistic Rendering of Images

Apr 19, 2016
Akshay Gadi Patil, Shanmuganathan Raman

* 6 pages 

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