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Text is Text, No Matter What: Unifying Text Recognition using Knowledge Distillation


Jul 27, 2021
Ayan Kumar Bhunia, Aneeshan Sain, Pinaki Nath Chowdhury, Yi-Zhe Song

* IEEE International Conference on Computer Vision (ICCV), 2021 

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Joint Visual Semantic Reasoning: Multi-Stage Decoder for Text Recognition


Jul 27, 2021
Ayan Kumar Bhunia, Aneeshan Sain, Amandeep Kumar, Shuvozit Ghose, Pinaki Nath Chowdhury, Yi-Zhe Song

* IEEE International Conference on Computer Vision (ICCV), 2021 

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Towards the Unseen: Iterative Text Recognition by Distilling from Errors


Jul 26, 2021
Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Aneeshan Sain, Yi-Zhe Song

* IEEE International Conference on Computer Vision (ICCV), 2021 

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MetaHTR: Towards Writer-Adaptive Handwritten Text Recognition


Apr 05, 2021
Ayan Kumar Bhunia, Shuvozit Ghose, Amandeep Kumar, Pinaki Nath Chowdhury, Aneeshan Sain, Yi-Zhe Song

* IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2021 

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StyleMeUp: Towards Style-Agnostic Sketch-Based Image Retrieval


Mar 31, 2021
Aneeshan Sain, Ayan Kumar Bhunia, Yongxin Yang, Tao Xiang, Yi-Zhe Song

* IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2021 

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More Photos are All You Need: Semi-Supervised Learning for Fine-Grained Sketch Based Image Retrieval


Mar 25, 2021
Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Aneeshan Sain, Yongxin Yang, Tao Xiang, Yi-Zhe Song

* IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2021 Code : https://github.com/AyanKumarBhunia/semisupervised-FGSBIR 

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Vectorization and Rasterization: Self-Supervised Learning for Sketch and Handwriting


Mar 25, 2021
Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song

* IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2021 Code : https://github.com/AyanKumarBhunia/Self-Supervised-Learning-for-Sketch 

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Cross-Modal Hierarchical Modelling for Fine-Grained Sketch Based Image Retrieval


Aug 11, 2020
Aneeshan Sain, Ayan Kumar Bhunia, Yongxin Yang, Tao Xiang, Yi-Zhe Song

* Accepted for ORAL presentation in BMVC 2020 

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Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches


Mar 10, 2020
Ruoyi Du, Dongliang Chang, Ayan Kumar Bhunia, Jiyang Xie, Yi-Zhe Song, Zhanyu Ma, Jun Guo


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Sketch Less for More: On-the-Fly Fine-Grained Sketch Based Image Retrieval


Mar 05, 2020
Ayan Kumar Bhunia, Yongxin Yang, Timothy M. Hospedales, Tao Xiang, Yi-Zhe Song

* IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2020 

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The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification


Feb 11, 2020
Dongliang Chang, Yifeng Ding, Jiyang Xie, Ayan Kumar Bhunia, Xiaoxu Li, Zhanyu Ma, Ming Wu, Jun Guo, Yi-Zhe Song


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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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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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Script Identification in Natural Scene Image and Video Frame using Attention based Convolutional-LSTM Network


Aug 07, 2018
Ankan Kumar Bhunia, Aishik Konwer, Ayan Kumar Bhunia, Abir Bhowmick, Partha P. Roy, Umapada Pal

* The first and second authors contributed equally. Accepted in Pattern Recognition Journal 

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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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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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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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Cross-language Framework for Word Recognition and Spotting of Indic Scripts


Jan 28, 2018
Ayan Kumar Bhunia, Partha Pratim Roy, Akash Mohta, Umapada Pal

* Accepted in Pattern Recognition, Elsevier(2018) 

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A Novel Feature Descriptor for Image Retrieval by Combining Modified Color Histogram and Diagonally Symmetric Co-occurrence Texture Pattern


Jan 03, 2018
Ayan Kumar Bhunia, Avirup Bhattacharyya, Prithaj Banerjee, Partha Pratim Roy, Subrahmanyam Murala

* Preprint Submitted 

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Fractional Local Neighborhood Intensity Pattern for Image Retrieval using Genetic Algorithm


Dec 30, 2017
Avirup Bhattacharyya, Ayan Kumar Bhunia, Prithaj Banerjee, Partha Pratim Roy, Subrahmanyam Murala

* Preprint Submitted 

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