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Sanjukta Ghosh

2 accepted papers

2019

Deep Counting Model Extensions with Segmentation for Person Detection

ICASSP 2019accepted

Applications like autonomous driving, surveillance, or any application that demands scene analysis requires object detection, semantic segmentation and instance segmentation. In this paper, we focus on the problem of detecting each instance of a specific category of objects, specifically persons. A…

Cited by 0SourceScholar
2018

Robustness of Deep Convolutional Neural Networks for Image Degradations

ICASSP 2018accepted

Deep convolutional neural networks (CNNs) have achieved tremendous success in image recognition tasks. However, the performance of CNNs degrade in situations where the input image is degraded by compression artifacts, blur or noise. In this paper, we analyze some of the common CNNs for degradations…

Cited by 49SourceScholar