232 citations · 941 across the 60 of their papers we have counts for
Showing 2011Show all
3 papers · 1 filter
cs.CV2011
Efficient Hierarchical Markov Random Fields for Object Detection on a Mobile Robot
Colin S. Lea, Jason J. Corso
Object detection and classification using video is necessary for intelligent planning and navigation on a mobile robot. However, current methods can be too slow or not sufficient f…
cs.CV2011
Toward Parts-Based Scene Understanding with Pixel-Support Parts-Sparse Pictorial Structures
Jason J. Corso
Scene understanding remains a significant challenge in the computer vision community. The visual psychophysics literature has demonstrated the importance of interdependence among p…
cs.CV2011
Hamiltonian Streamline Guided Feature Extraction with Applications to Face Detection
Yingjie Miao, Jason J. Corso
We propose a new feature extraction method based on two dynamical systems induced by intensity landscape: the negative gradient system and the Hamiltonian system. We build features…