2 citations · 2 across the 2 of their papers we have counts for
5 papers
Utilization of Neighbor Information for Image Classification with Different Levels of Supervision
Gihan Jayatilaka, Abhinav Shrivastava, Matthew Gwilliam
We propose to bridge the gap between semi-supervised and unsupervised image recognition with a flexible method that performs well for both generalized category discovery (GCD) and…
A Spatiotemporal Approach to Tri-Perspective Representation for 3D Semantic Occupancy Prediction
Sathira Silva, Savindu Bhashitha Wannigama, Gihan Jayatilaka +2
Holistic understanding and reasoning in 3D scenes are crucial for the success of autonomous driving systems. The evolution of 3D semantic occupancy prediction as a pretraining task…
An Optical physics inspired CNN approach for intrinsic image decomposition
Harshana Weligampola, Gihan Jayatilaka, Suren Sritharan +4
Intrinsic Image Decomposition is an open problem of generating the constituents of an image. Generating reflectance and shading from a single image is a challenging task specifical…
A Retinex based GAN Pipeline to Utilize Paired and Unpaired Datasets for Enhancing Low Light Images
Harshana Weligampola, Gihan Jayatilaka, Suren Sritharan +4
Low light image enhancement is an important challenge for the development of robust computer vision algorithms. The machine learning approaches to this have been either unsupervise…
Non-contact Infant Sleep Apnea Detection
Gihan Jayatilaka, Harshana Weligampola, Suren Sritharan +3
Sleep apnea is a breathing disorder where a person repeatedly stops breathing in sleep. Early detection is crucial for infants because it might bring long term adversities. The exi…