Pedestrian detection using multiple feature channels and contour cues with census transform histogram and random forest classifier
Sign Up to like & getrecommendations! Published in 2019 at "Pattern Analysis and Applications"
DOI: 10.1007/s10044-019-00835-x
Abstract: This paper presents a reliable and real-time method to detect pedestrians in image scenes that can vary greatly in appearance. To achieve greater reliability in what can be detected, a combination of visual cues is… read more here.
Keywords: census transform; detection; classifier; contour cues ... See more keywords
The genetic algorithm census transform: evaluation of census windows of different size and level of sparseness through hardware in-the-loop training
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Real-Time Image Processing"
DOI: 10.1007/s11554-020-00993-w
Abstract: Stereo correspondence is a well-established research topic and has spawned categories of algorithms combining several processing steps and strategies. One core part to stereo correspondence is to determine matching cost between the two images, or… read more here.
Keywords: census; size; census transform; genetic algorithm ... See more keywords
Quaternary Census Transform Based on the Human Visual System for Stereo Matching
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3003919
Abstract: The census transform is a non-parametric local transform that is widely used in stereo matching. This transform encodes the structural information of a local patch into a binary code stream representing the relative intensity ordering… read more here.
Keywords: transform; stereo matching; census transform; quaternary census ... See more keywords