9 citations · 18 across the 16 of their papers we have counts for
5 papers · 1 filter
SS-SFDA : Self-Supervised Source-Free Domain Adaptation for Road Segmentation in Hazardous Environments
Divya Kothandaraman, Rohan Chandra, Dinesh Manocha
We present a novel approach for unsupervised road segmentation in adverse weather conditions such as rain or fog. This includes a new algorithm for source-free domain adaptation (S…
Domain Adaptive Knowledge Distillation for Driving Scene Semantic Segmentation
Divya Kothandaraman, Athira Nambiar, Anurag Mittal
Practical autonomous driving systems face two crucial challenges: memory constraints and domain gap issues. In this paper, we present a novel approach to learn domain adaptive know…
BoMuDANet: Unsupervised Adaptation for Visual Scene Understanding in Unstructured Driving Environments
Divya Kothandaraman, Rohan Chandra, Dinesh Manocha
We present an unsupervised adaptation approach for visual scene understanding in unstructured traffic environments. Our method is designed for unstructured real-world scenarios wit…
Deep Atrous Guided Filter for Image Restoration in Under Display Cameras
Varun Sundar, Sumanth Hegde, Divya Kothandaraman +1
Under Display Cameras present a promising opportunity for phone manufacturers to achieve bezel-free displays by positioning the camera behind semi-transparent OLED screens. Unfortu…
UDC 2020 Challenge on Image Restoration of Under-Display Camera: Methods and Results
Yuqian Zhou, Michael Kwan, Kyle Tolentino +42
This paper is the report of the first Under-Display Camera (UDC) image restoration challenge in conjunction with the RLQ workshop at ECCV 2020. The challenge is based on a newly-co…