Sobhan Kanti Dhara
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View article: Artificially Generated Visual Scanpath Improves Multilabel Thoracic Disease Classification in Chest X-Ray Images
Artificially Generated Visual Scanpath Improves Multilabel Thoracic Disease Classification in Chest X-Ray Images Open
Expert radiologists visually scan Chest X-Ray (CXR) images, sequentially fixating on anatomical structures to perform disease diagnosis. An automatic multi-label classifier of diseases in CXR images can benefit by incorporating aspects of …
View article: Self-Supervision via Controlled Transformation and Unpaired Self-Conditioning for Low-Light Image Enhancement
Self-Supervision via Controlled Transformation and Unpaired Self-Conditioning for Low-Light Image Enhancement Open
Real-world low-light images captured by imaging devices suffer from poor visibility and require a domain-specific enhancement to produce artifact-free outputs that reveal details. In this paper, we propose an unpaired low-light image enhan…
View article: Transmission Map and Atmospheric Light Guided Iterative Updater Network for Single Image Dehazing
Transmission Map and Atmospheric Light Guided Iterative Updater Network for Single Image Dehazing Open
Hazy images obscure content visibility and hinder several subsequent computer vision tasks. For dehazing in a wide variety of hazy conditions, an end-to-end deep network jointly estimating the dehazed image along with suitable transmission…
View article: Progressive Update Guided Interdependent Networks for Single Image Dehazing
Progressive Update Guided Interdependent Networks for Single Image Dehazing Open
Images with haze of different varieties often pose a significant challenge to dehazing. Therefore, guidance by estimates of haze parameters related to the variety would be beneficial, and their progressive update jointly with haze reductio…
View article: Hardware-Friendly Laplacian-Based Multi-Focus Image Fusion in DCT Domain for Visual Sensor Network
Hardware-Friendly Laplacian-Based Multi-Focus Image Fusion in DCT Domain for Visual Sensor Network Open
Visual sensor network (VSN) requires a multi-focus image or video frame fusion technique involving focus measure computation in the DCT-domain to generate an all-in-focus image. Such techniques are implemented on resource-constrained on-bo…