3 citations · 4 across the 3 of their papers we have counts for
5 papers · 1 filter
The Monocular Depth Estimation Challenge
Jaime Spencer, C. Stella Qian, Chris Russell +16
This paper summarizes the results of the first Monocular Depth Estimation Challenge (MDEC) organized at WACV2023. This challenge evaluated the progress of self-supervised monocular…
Contrastive Learning for Sports Video: Unsupervised Player Classification
Maria Koshkina, Hemanth Pidaparthy, James H. Elder
We address the problem of unsupervised classification of players in a team sport according to their team affiliation, when jersey colours and design are not known a priori. We adop…
Synergistic saliency and depth prediction for RGB-D saliency detection
Yue Wang, Yuke Li, James H. Elder +3
Depth information available from an RGB-D camera can be useful in segmenting salient objects when figure/ground cues from RGB channels are weak. This has motivated the development…
MCMLSD: A Probabilistic Algorithm and Evaluation Framework for Line Segment Detection
James H. Elder, Emilio J. Almazàn, Yiming Qian +1
Traditional approaches to line segment detection typically involve perceptual grouping in the image domain and/or global accumulation in the Hough domain. Here we propose a probabi…
Class-Conditional Domain Adaptation on Semantic Segmentation
Yue Wang, Yuke Li, James H. Elder +2
Semantic segmentation is an important sub-task for many applications, but pixel-level ground truth labeling is costly and there is a tendency to overfit the training data, limiting…