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Word-level Sign Language Recognition with Multi-stream Neural Networks Focusing on Local Regions


Jun 30, 2021
Mizuki Maruyama, Shuvozit Ghose, Katsufumi Inoue, Partha Pratim Roy, Masakazu Iwamura, Michifumi Yoshioka


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Position and Rotation Invariant Sign Language Recognition from 3D Point Cloud Data with Recurrent Neural Networks


Oct 23, 2020
Prasun Roy, Saumik Bhattacharya, Partha Pratim Roy, Umapada Pal


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UDBNET: Unsupervised Document Binarization Network via Adversarial Game


Jul 14, 2020
Amandeep Kumar, Shuvozit Ghose, Pinaki Nath Chowdhury, Partha Pratim Roy, Umapada Pal

* Submitted to ICPR 2020 

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Modeling Extent-of-Texture Information for Ground Terrain Recognition


Apr 17, 2020
Shuvozit Ghose, Pinaki Nath Chowdhury, Partha Pratim Roy, Umapada Pal


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Understanding Crowd Flow Movements Using Active-Langevin Model


Mar 13, 2020
Shreetam Behera, Debi Prosad Dogra, Malay Kumar Bandyopadhyay, Partha Pratim Roy


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Estimation of Linear Motion in Dense Crowd Videos using Langevin Model


Apr 15, 2019
Shreetam Behera, Debi Prosad Dogra, Malay Kumar Bandyopadhyay, Partha Pratim Roy


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Can We Automate Diagrammatic Reasoning?


Feb 13, 2019
Sk. Arif Ahmed, Debi Prosad Dogra, Samarjit Kar, Partha Pratim Roy, Dilip K. Prasad


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Facial Micro-Expression Spotting and Recognition using Time Contrasted Feature with Visual Memory


Feb 09, 2019
Sauradip Nag, Ayan Kumar Bhunia, Aishik Konwer, Partha Pratim Roy

* International Conference on Acoustics, Speech, and Signal Processing(ICASSP), 2019 

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Anomaly Detection in Road Traffic Using Visual Surveillance: A Survey


Jan 24, 2019
Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy


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Video Trajectory Classification and Anomaly Detection Using Hybrid CNN-VAE


Dec 18, 2018
Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy, Adway Mitra

* First version submitted in an Journal on 8-10-2018 

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Perceptual Conditional Generative Adversarial Networks for End-to-End Image Colourization


Nov 27, 2018
Shirsendu Sukanta Halder, Kanjar De, Partha Pratim Roy

* 16 pages, 8 figures, 3 tables 

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Texture Synthesis Guided Deep Hashing for Texture Image Retrieval


Nov 04, 2018
Ayan Kumar Bhunia, Perla Sai Raj Kishore, Pranay Mukherjee, Abhirup Das, Partha Pratim Roy


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Handwriting Recognition in Low-resource Scripts using Adversarial Learning


Nov 04, 2018
Ayan Kumar Bhunia, Abhirup Das, Perla Sai Raj Kishore, Shuvozit Ghose, Partha Pratim Roy


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Query-based Logo Segmentation


Nov 04, 2018
Ayan Kumar Bhunia, Ankan Kumar Bhunia, Shuvozit Ghose, Abhirup Das, Partha Pratim Roy


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User Constrained Thumbnail Generation using Adaptive Convolutions


Nov 01, 2018
Perla Sai Raj Kishore, Ayan Kumar Bhunia, Shuvozit Ghose, Partha Pratim Roy

* ICASSP 2019 Submission(* Corresponding Author) 

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Cogni-Net: Cognitive Feature Learning through Deep Visual Perception


Nov 01, 2018
Pranay Mukherjee, Abhirup Das, Ayan Kumar Bhunia, Partha Pratim Roy

* *Corresponding Author, ICASSP 2019 Submission 

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Improving Document Binarization via Adversarial Noise-Texture Augmentation


Oct 25, 2018
Ankan Kumar Bhunia, Ayan Kumar Bhunia, Aneeshan Sain, Partha Pratim Roy

* To be Submitted in ICASSP 2019. The full source code of the proposed system is publicly available at https://github.com/ankanbhunia/AdverseBiNet 

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Visual Rendering of Shapes on 2D Display Devices Guided by Hand Gestures


Oct 22, 2018
Abhik Singla, Partha Pratim Roy, Debi Prosad Dogra

* Submitted to Elsevier Displays Journal, 32 pages, 18 figures, 7 tables 

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Fingertip Detection and Tracking for Recognition of Air-Writing in Videos


Sep 09, 2018
Sohom Mukherjee, Arif Ahmed, Debi Prosad Dogra, Samarjit Kar, Partha Pratim Roy

* 32 pages, 10 figures, 2 tables. Submitted to Journal of Expert Systems with Applications 

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Word Searching in Scene Image and Video Frame in Multi-Script Scenario using Dynamic Shape Coding


Jul 30, 2018
Partha Pratim Roy, Ayan Kumar Bhunia, Avirup Bhattacharyya, Umapada Pal

* Multimedia Tools and Applications, Springer 

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Bag-of-Visual-Words for Signature-Based Multi-Script Document Retrieval


Jul 18, 2018
Ranju Mandal, Partha Pratim Roy, Umapada Pal, Michael Blumenstein


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Local Neighborhood Intensity Pattern: A new texture feature descriptor for image retrieval


Jul 02, 2018
Prithaj Banerjee, Ayan Kumar Bhunia, Avirup Bhattacharyya, Partha Pratim Roy, Subrahmanyam Murala

* Expert Systems with Applications(Elsevier) 

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Staff line Removal using Generative Adversarial Networks


Jun 05, 2018
Aishik Konwer, Ayan Kumar Bhunia, Abir Bhowmick, Ankan Kumar Bhunia, Prithaj Banerjee, Partha Pratim Roy, Umapada Pal

* To be appeared in ICPR 2018, 2018 International Conference on Pattern Recognition(Oral) 

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Handwriting Trajectory Recovery using End-to-End Deep Encoder-Decoder Network


Jun 03, 2018
Ayan Kumar Bhunia, Abir Bhowmick, Ankan Kumar Bhunia, Aishik Konwer, Prithaj Banerjee, Partha Pratim Roy, Umapada Pal

* To be appeared in ICPR 2018, 2018 International Conference on Pattern Recognition, Code Link: https://drive.google.com/file/d/1clT-UuXgPp6uFn1tmIXx481qvPUcY0fV/view 

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Word Level Font-to-Font Image Translation using Convolutional Recurrent Generative Adversarial Networks


May 24, 2018
Ankan Kumar Bhunia, Ayan Kumar Bhunia, Prithaj Banerjee, Aishik Konwer, Abir Bhowmick, Partha Pratim Roy, Umapada Pal

* To be appeared in ICPR 2018, 2018 International Conference on Pattern Recognition 

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Temporal Unknown Incremental Clustering (TUIC) Model for Analysis of Traffic Surveillance Videos


Apr 18, 2018
Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy


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Synthetic data generation for Indic handwritten text recognition


Apr 17, 2018
Partha Pratim Roy, Akash Mohta, Bidyut B. Chaudhuri


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Dynamic Trajectory Model for Analysis of Traffic States using DPMM


Mar 18, 2018
Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy, Bidyut Baran Chaudhuri


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Queuing Theory Guided Intelligent Traffic Scheduling through Video Analysis using Dirichlet Process Mixture Model


Mar 17, 2018
Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy


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Indic Handwritten Script Identification using Offline-Online Multimodal Deep Network


Feb 23, 2018
Ayan Kumar Bhunia, Subham Mukherjee, Aneeshan Sain, Avirup Bhattacharyya, Ankan Kumar Bhunia, Partha Pratim Roy, Umapada Pal

* Preprint Submitted 

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