← Search

Aayush Kumar Tyagi

2 accepted papers

2023

DeGPR: Deep Guided Posterior Regularization for Multi-Class Cell Detection and Counting

CVPR 2023poster

Multi-class cell detection and counting is an essential task for many pathological diagnoses. Manual counting is tedious and often leads to inter-observer variations among pathologists. While there exist multiple, general-purpose, deep learning-based object detection and counting methods, they may n…

2020

Unsupervised Domain Adaptation for Semantic Segmentation of NIR Images through Generative Latent Search

ECCV 2020poster

Segmentation of the pixels corresponding to human skin is an essential first step in multiple applications ranging from surveillance to heart-rate estimation from remote-photoplethysmography. However, the existing literature considers the problem only in the visible-range of the EM-spectrum which li…