Aneeshan Sain

  PhD Student
SketchX Lab, CVSSP, University of Surrey.
saneeshan95 [at] gmail [dot] com
a [dot] sain [at] surrey [dot] ac [dot] uk
        DBLP profile    
 

My research is focused on Deep Learning and its applications in Computer Vision. My specific area of interest is deep learning-based visual understanding of sketches. I am currently working under the supervision of Prof. Yi-Zhe Song Director, SketchX Lab, CVSSP, University of Surrey; co-supervised by Prof. Tao Xiang.  

Top-venue Conference publications (as of March 2022): 8 CVPR, 3 ICCV, 1 BMVC(Oral).

Recent Activities

Mar 2022 : 4 papers accepted in CVPR 2022.   NEW
Feb 2022 : Invited as a reviewer for Artificial Intelligence, IEEE Multimedia .   NEW
Jan 2022 : Invited as a reviewer for CVPR 2022, TPAMI.   NEW
  Reviewer
CVPR 2022, ICCV 2021, PG 2021
TPAMI, Artificial Intelligence, IEEE Multimedia
 
  PhD Student
SketchX Lab, CVSSP, University of Surrey, UK
Under Prof. Yi-Zhe Song
Oct 2019 - Present
 
  Research Intern
Indian Statistical Institute (ISI), Kolkata, India
Under Prof. Umapada Pal & Dr. Partha Pratim Roy
Feb 2016 - Dec 2017
 
  Undergraduate Student Researcher
Indian Institute of Technology Roorkee (IITR), India
Under Dr. Partha Pratim Roy
Dec 2015 - Jan 2016
 
Sketch3T: Test-time Training for Zero-Shot SBIR
Aneeshan Sain, Ayan Kumar Bhunia, Vaishnav Potlapalli, Pinaki Nath Chowdhury, Tao Xiang , Yi-Zhe Song.
Computer Vision and Pattern Recognition (CVPR), 2022.
Partially Does It: Towards Scene-Level FG-SBIR with Partial Input
Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Viswanatha Reddy Gajjala, Aneeshan Sain, Tao Xiang , Yi-Zhe Song.
Computer Vision and Pattern Recognition (CVPR), 2022.
Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches
Ayan Kumar Bhunia, Viswanatha Reddy Gajjala, Subhadeep Koley, Rohit Kundu, Aneeshan Sain, Tao Xiang , Yi-Zhe Song.
Computer Vision and Pattern Recognition (CVPR), 2022.
Sketching without Worrying: Noise-Tolerant SBIR
Ayan Kumar Bhunia, Subhadeep Koley, Abdullah Faiz Ur Rahman Khilji, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang , Yi-Zhe Song.
Computer Vision and Pattern Recognition (CVPR), 2022.
FS-COCO: Towards Understanding Freehand Sketches of Common Objects in Context
Pinaki Nath Chowdhury, Aneeshan Sain, Yulia Gryaditskaya, Ayan Kumar Bhunia, Tao Xiang, Yi-Zhe Song.
arXiv Preprint, 2022.
Text is Text, No Matter What: Unifying Text Recognition using Knowledge Distillation
Ayan Kumar Bhunia, Aneeshan Sain, Pinaki Nath Chowdhury, Yi-Zhe Song.
International Conference on Computer Vision (ICCV), 2021.
Towards the Unseen: Iterative Text Recognition by Distilling from Errors
Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Aneeshan Sain, Yi-Zhe Song.
International Conference on Computer Vision (ICCV), 2021.
Joint Visual Semantic Reasoning: Multi-Stage Decoder for Text Recognition
Ayan Kumar Bhunia, Aneeshan Sain, Amandeep Kumar, Shuvozit Ghose, Pinaki Nath Chowdhury, Yi-Zhe Song.
International Conference on Computer Vision (ICCV), 2021.
StyleMeUp: Towards Style-Agnostic Sketch-Based Image Retrieval
Aneeshan Sain, Ayan Kumar Bhunia, Yongxin Yang, Tao Xiang, Yi-Zhe Song.
Computer Vision and Pattern Recognition (CVPR), 2021.
PQA: Perceptual Question Answering
Yonggang Qi, Kai Zhang, Aneeshan Sain, Yi-Zhe Song.
Computer Vision and Pattern Recognition (CVPR), 2021.
More Photos are All You Need: Semi-Supervised Learning for Fine-Grained Sketch Based Image Retrieval
Ayan Kumar Bhunia, Pinaki Nath Chowdhury, Aneeshan Sain, Yongxin Yang, Tao Xiang, Yi-Zhe Song.
Computer Vision and Pattern Recognition (CVPR), 2021.
MetaHTR: Towards Writer-Adaptive Handwritten Text Recognition
Ayan Kumar Bhunia, Shuvozit Ghose, Amandeep Kumar, Pinaki Nath Chowdhury, Aneeshan Sain, Yi-Zhe Song.
Computer Vision and Pattern Recognition (CVPR), 2021.
Cross-Modal Hierarchical Modelling for Fine-Grained Sketch Based Image Retrieval
Aneeshan Sain, Ayan Kumar Bhunia, Yongxin Yang, Tao Xiang, Yi-Zhe Song.
British Machine Vision Conference (BMVC), 2020. [Oral]
S3Net:Graph Representational Network For Sketch Recognition
Lan Yang, Aneeshan Sain, Linpeng Li, Yonggang Qi, Honggang Zhang, Yi-Zhe Song.
International Conference on Multimedia & Expo (ICME ), 2020.
Zone-based keyword spotting in Bangla and Devanagari documents
Ayan Kumar Bhunia, Partha Pratim Roy, Aneeshan Sain, Umapada Pal.
Multimedia Tools and Applications, Springer US, 2020.
Improving Document Binarization via Adversarial Noise-Texture Augmentation
Ankan Kumar Bhunia, Ayan Kumar Bhunia, Aneeshan Sain, Partha Pratim Roy.
International Conference on Image Processing (ICIP), IEEE 2019.
Background Subtraction Based on Integration of Alternative Cues in Freely Moving Camera
Chenqiu Zhao, Aneeshan Sain, Ying Qu, Yongxin Ge, Haibo Hu.
IEEE Transactions on Circuits and Systems for Video Technology (CSVT), 2019. [I.F. : 3.599]
Indic Handwritten Script Identification using Offline-Online Multimodal Deep Network
Ayan Kumar Bhunia, Subham Mukherjee, Aneeshan Sain, Ankan Kumar Bhunia, Partha Pratim Roy, Umapada Pal.
Information Fusion, Elsevier, 2018. [I.F. : 10.716]
Multi-Oriented Text Detection and Verification in Video Frames and Scene Images
Aneeshan Sain, Ayan Kumar Bhunia, Partha Pratim Roy, Umapada Pal.
Neurocomputing, Elsevier, 2018. [I.F. : 3.317]

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