665 citations · 990 across the 48 of their papers we have counts for
4 papers · 1 filter
Real-Time RGB-D based Template Matching Pedestrian Detection
Omid Hosseini jafari, Michael Ying Yang
Pedestrian detection is one of the most popular topics in computer vision and robotics. Considering challenging issues in multiple pedestrian detection, we present a real-time dept…
Can Ground Truth Label Propagation from Video help Semantic Segmentation?
Siva Karthik Mustikovela, Michael Ying Yang, Carsten Rother
For state-of-the-art semantic segmentation task, training convolutional neural networks (CNNs) requires dense pixelwise ground truth (GT) labeling, which is expensive and involves…
On Support Relations and Semantic Scene Graphs
Michael Ying Yang, Wentong Liao, Hanno Ackermann +1
Scene understanding is a popular and challenging topic in both computer vision and photogrammetry. Scene graph provides rich information for such scene understanding. This paper pr…
Unbiased Sparse Subspace Clustering By Selective Pursuit
Hanno Ackermann, Michael Ying Yang, Bodo Rosenhahn
Sparse subspace clustering (SSC) is an elegant approach for unsupervised segmentation if the data points of each cluster are located in linear subspaces. This model applies, for in…