Pedestrian detection

Pedestrian detection is an essential and significant task in any intelligent video surveillance system, as it provides the fundamental information for semantic understanding of the video footages. It has an obvious extension to automotive applications due to the potential for improving safety systems.

Challenges

Various style of clothing in appearance Different possible articulations The presence of occluding accessories Frequent occlusion between pedestrians

Documentation

• [추천] Human_detection_in_surveillance_videos_and_its_applications_-_a_review.pdf

Datasets

• pedestrian 29,286 images data
• Caltech Pedestrian Detection Benchmark
• Penn-Fudan Database for Pedestrian Detection and Segmentation

See also

• OpenCV
• Object Recognition

Favorite site

• Wikipedia (en) Pedestrian detection
• [추천] 영상 보행자 검출 기술(Pedestrian Detection) - 정보공유 ¹²
• Pedestrian Detection OpenCV

References