3 papers
cs.LG2021
Instance-wise Causal Feature Selection for Model Interpretation
Pranoy Panda, Sai Srinivas Kancheti, Vineeth N Balasubramanian
We formulate a causal extension to the recently introduced paradigm of instance-wise feature selection to explain black-box visual classifiers. Our method selects a subset of input…
cs.CV2020
Blending of Learning-based Tracking and Object Detection for Monocular Camera-based Target Following
Pranoy Panda, Martin Barczyk
Deep learning has recently started being applied to visual tracking of generic objects in video streams. For the purposes of robotics applications, it is very important for a targe…
cs.CV2018
Image Dehazing via Joint Estimation of Transmittance Map and Environmental Illumination
Sanchayan Santra, Ranjan Mondal, Pranoy Panda +2
Haze limits the visibility of outdoor images, due to the existence of fog, smoke and dust in the atmosphere. Image dehazing methods try to recover haze-free image by removing the e…