Soumitri Chattopadhyay's repositories
awesome-signature-verification
A curated, non-exhaustive list of papers in handwritten signature verification using ML/DL techniques.
SURDS-SSL-OSV
[ICPR 2022] "SURDS: Self-Supervised Attention-guided Reconstruction and Dual Triplet Loss for Writer Independent Offline Signature Verification", Intl. Conf. on Pattern Recognition (ICPR), 2022
Pneumonia-Detection-Local-Search-aided-SCA
Based on our paper "Pneumonia Detection from Lung X-ray Images using Local Search Aided Sine Cosine Algorithm based Deep Feature Selection Method" [International Journal of Intelligent Systems, Wiley]
SWIS-Self-Supervised-Learning-for-Offline-Signature-Verification
[ICIP 2022, Oral] "SWIS: Self-Supervised Representation Learning For Writer Independent Offline Signature Verification", IEEE Intl. Conf. on Image Processing (ICIP), 2022
Wrapper-Filter-Speech-Emotion-Recognition
Implementation of our paper "A Hybrid Deep Feature Selection Framework for Emotion Recognition from Human Speeches" [Multimedia Tools and Applications, Springer]
DMTNet-CRCH
Official Implementation of our paper "Supervision meets Self-Supervision: A Deep Multitask Network for Colorectal Cancer Histopathological Analysis" [Best Paper Award at MISP 2022]
SmallDataSSL
[ICIP 2023] Exploring Self-Supervised Learning for Low-Resource Medical Image Analysis, IEEE Intl. Conf. on Image Processing (ICIP), 2023 (accepted)
Flower-Species-Classification
Classification of flower images into respective classes using Deep Learning and Evolutionary Optimization.
Generative-DeepLearning-TensorFlow
Contains colab notebooks and files pertaining to the course "Generative Deep Learning with TensorFlow" on Coursera.
MASS-SemiSLSeg-UMM-MedIA22
MASS: Modality-collaborative semi-supervised segmentation by exploiting cross-modal consistency from unpaired CT and MRI images
Pytorch-Medical-Segmentation
This repository is an unoffical PyTorch implementation of Medical segmentation in 2D and 3D.
Awesome-Vision-Attentions
Summary of related papers on visual attention. Related code will be released based on Jittor gradually.
boundary-loss
Official code for "Boundary loss for highly unbalanced segmentation", runner-up for best paper award at MIDL 2019. Extended version in MedIA, volume 67, January 2021.
Labs-JU-UG3
Assignment files of Laboratory classes for UG-3
IDEAL
[ICASSP 2023] "IDEAL: Improved DEnse LocAL Contrastive Learning for Semi-Supervised Medical Image Segmentation", IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2023
SnapEnsemFS
Based on our paper "SnapEnsemFS: A Snapshot Ensembling-based Deep Feature Selection Model for Colorectal Cancer Histological Analysis" published in Scientific Reports, Nature (2023).
AECR-Net
Contrastive Learning for Compact Single Image Dehazing, CVPR2021
Awesome-Sketch-Based-Applications
:books: A collection of sketch based application papers.
ClipPrompt
A PyTorch implementation of ClipPrompt based on CVPR 2023 paper "CLIP for All Things Zero-Shot Sketch-Based Image Retrieval, Fine-Grained or Not"
Labs-UG2-Sem2
Code files for labs of 4th semester at JU IT Department , namely OOS, Networks and SWE.
PyContrast
PyTorch implementation of Contrastive Learning methods
Restormer
A PyTorch implementation of Restormer based on CVPR 2022 paper "Restormer: Efficient Transformer for High-Resolution Image Restoration"
Snake-Game-using-js
The vintage Snake game, built using JavaScript.
Vid2Persona
This project breathes life into video characters by using AI to describe their personality and then chat with you as them.