My research project

My publications

Highlights

2019:

J12:  Ayan Kumar Bhunia*,  Subham Mukherjee, Aneeshan Sain,  Ankan Kumar Bhunia, Partha Pratim Roy,  Umapada PaL, “Indic Handwritten Script Identification using Offline-Online multi-modal Deep Network”,  Information Fusion, Elsevier. 2019.  (Impact Factor - 10.716)

C11: Ankan Kumar Bhunia, Ayan Kumar Bhunia*,  Aneeshan Sain,  Partha Pratim Roy, “Improving Document Binarization via Adversarial Noise-Texture Augmentation”,  IEEE International Conference on Image Processing (ICIP), 2019.  [PDF] [Github]

C10: Pranay Mukherjee, Abhirup Das, Ayan Kumar Bhunia*, Partha Pratim Roy, “Cogni-Net: Cognitive Feature Learning through Deep Visual Perception”,  IEEE International Conference on Image Processing (ICIP), 2019. [PDF] [Github]

J11: Ayan Kumar Bhunia, Shuvozit Ghose, Partha Pratim Roy, Subrahmanyam Murala, “A Novel Feature Descriptor for Image Retrieval by Combining Modified Color Histogram and Diagonally Symmetric Co-occurrence Texture Pattern”, Pattern Analysis and Applications, 2019, Springer. (Impact Factor-1.28)   [PDF

C9: Ayan Kumar Bhunia, Abhirup Das,  Ankan Kumar Bhunia, Perla Sai Raj Kishore, Partha Pratim Roy, “Handwriting Recognition in Low-resource Scripts using Adversarial Learning ”, IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2019.  [PDF]

C8: Sauradeep Nag, Ayan Kumar Bhunia*,  Aishik Konwer,  Partha Pratim Roy, “Facial Micro-expression Spotting and Recognition using Time Contrasted Feature with Visual Memory”,  International  Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019.  [PDF

C7: Perla Sai Raj Kishore, Ayan Kumar Bhunia*,  Shuvozit Ghose,  Partha Pratim Roy, “User Constrained Thumbnail Generation using Adaptive Convolutions”,  International  Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019.  [PDF] [Oral] [Code]

C6: Ayan Kumar Bhunia,  Perla Sai Raj Kishore, Pranay Mukherjee, Abhirup Das, Partha Pratim Roy “Texture Synthesis Guided Deep Hashing for Texture Image Retrieval”, IEEE  Winter Conference on Applications of Computer Vision (WACV), 2019.  [PDF, Youtube

 

2018:

C5: Ayan Kumar Bhunia,  Abir Bhowmick, Ankan Kumar Bhunia, Aishik Konwer, Prithaj Banerjee, Partha Pratim Roy, Umapada Pal, “Handwriting Trajectory Recovery using End-to-End Deep Encoder-Decoder Network”, 24th International Conference on Pattern Recognition (ICPR), 2018.  [PDFCODE

C4: Ankan Kumar Bhunia, Ayan Kumar Bhunia, Prithaj Banerjee, Aishik Konwer, Abir Bhowmick, Partha Pratim Roy, Umapada Pal, “Word Level Font-to-Font Image Translation using Convolutional Recurrent Generative Adversarial Networks”, 24th International Conference on Pattern Recognition (ICPR), 2018. [PDF

C3: Aishik Konwer, Ayan Kumar Bhunia, Abir Bhowmick, Ankan Kumar Bhunia, Prithaj Banerjee, Partha Pratim Roy, Umapada Pal, “Staff line Removal using Generative Adversarial Networks”, 24th International Conference on Pattern Recognition (ICPR), 2018.  [PDFOral ]

J10: Partha Pratim Roy, Ayan Kumar Bhunia, Avirup Bhattacharyya, Umapada Pal, “Word Searching in Scene Image and Video Frame in Multi-Script Scenario using Dynamic Shape Coding”, Multimedia Tools and Applications, 2018, Springer. (Impact Factor-1.541)   (DOI:10.1007/s11042-018-6484-5) [PDF

J9: Ankan Kumar Bhunia*, Aishik Konwer*,  Ayan Kumar Bhunia, Abir Bhowmick, Partha Pratim Roy, Umapada Pal, “Script Identification in Natural Scene Image and Video Frame using Attention based Convolutional-LSTM Network", Pattern Recognition,  Elsevier, 2018.  (Impact Factor - 3.962) (DOI:10.1016/j.patcog.2018.07.034) [PDFGithub

J8: Prithaj Banerjee, Ayan Kumar Bhunia, Partha Pratim Roy, Avirup Bhattacharyya, Partha Pratim Roy, Subrahmanyam Murala, “Local Neighborhood Intensity Pattern–A new texture feature descriptor for image retrieval", Expert Systems with Applications, 2018.  (Impact Factor - 3.928) (DOI:10.1016/j.eswa.2018.06.044) [PDF]  

J7: Ayan Kumar Bhunia, Partha Pratim Roy, Akash Mohta, Umapada Pal, “Cross-language Framework for Word Recognition and Spotting of Indic Scripts", Pattern Recognition, 2018, Elsevier. (Impact Factor - 4.582) (DOI:10.1016/j.patcog.2018.01.034) [PDF]  

J6: Aneeshan Sain, Ayan Kumar Bhunia, Partha Pratim Roy, Umapada Pal, “Multi-Oriented Text Detection and Verification in Video Frames and Scene Images", Neurocomputing, Elsevier. (Impact Factor - 3.317) (DOI:10.1016/j.neucom.2017.09.089) [PDF]   

J5: Ayan Kumar Bhunia, Gautam Kumar, Partha Pratim Roy, R. Balasubramanian, Umapada Pal, “Text Recognition in Scene Image and Video Frames using Color Channel Selection”, Multimedia Tools and ApplicationsVolume 77, Pages 8551–8578, 2018, Springer. (Impact Factor-1.530)  (DOI:10.1007/s11042-017-4750-6) [PDF

J4: Partha Pratim Roy, Ayan Kumar Bhunia, Umapada Pal, “Date-Field Retrieval in Scene Image and Video Frames using Text Enhancement and Shape Coding", Neurocomputing, Elsevier. (Impact Factor - 2.392) (DOI:10.1016/j.neucom.2016.08.141) [PDF

 

2017:

J3: Partha Pratim Roy, Ayan Kumar Bhunia, Umapada Pal, “HMM-based Writer Identification in Music Score Documents without Staff-Line Removal", Expert Systems with Applications, Volume-89, Pages 222-240, 2017, Elsevier. (Impact Factor - 3.928)  (DOI:10.1016/j.eswa.2017.07.031) [PDF

J2:  Partha Pratim Roy, Ayan Kumar Bhunia, Ayan Das, Prithviraj Dhar, Umapada Pal, “Keyword Spotting in Doctor's Handwriting on Medical Prescriptions”, Expert Systems with Applications, Volume-76, Pages 113-128, 2017, Elsevier. (Impact Factor 2.981). (DOI:10.1016/j.eswa.2017.01.027) [PDF

 

2016:

J1: Partha Pratim Roy, Ayan Kumar Bhunia, Ayan Das, Prasenjit Dey, Umapada Pal, “HMM-based Indic Handwriting Recognition using Zone Segmentation", Pattern Recognition, Volume-60, Pages 1057-1075, 2016, Elsevier. (Impact Factor-3.399) (DOI:10.1016/j.patcog.2016.04.012)[PDF]   

 

2015:

C1: Ayan Kumar Bhunia, Ayan Das, Partha Pratim Roy, Umapada Pal, “A Comparative Study of Features for Handwritten Bangla Text Recognition”, 13th International Conference on Document Analysis and Recognition (ICDAR), Pages 636-640, Nancy-France, 2015, IEEE. (DOI:10.1109/ICDAR.2015.7333839) [PDF, Oral]

C2: Ayan Das, Ayan Kumar Bhunia, Partha Pratim Roy, Umapada Pal, “Handwritten Word Spotting in Indic Scripts using Foreground and Back- ground Information", 3rd IAPR Asian Conference on Pattern Recognition (ACPR), Pages 426-430, KualLumpur- Malaysia,2015, IEEE. (DOI:10.1109/ACPR.2015.7486539) [PDF]