Deformable Part Region Learning and Feature Aggregation Tree Representation for Object Detection.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.1109/tpami.2023.3268864
Abstract: Region-based object detection infers object regions for one or more categories in an image. Due to the recent advances in deep learning and region proposal methods, object detectors based on convolutional neural networks (CNNs) have… read more here.
Keywords: aggregation; region; detection; object detection ... See more keywords
Fast pedestrian detection using deformable part model and pyramid layer location
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Electronic Imaging"
DOI: 10.1117/1.jei.26.3.033020
Abstract: Abstract. The majority of pedestrian detection approaches use multiscale detection and the sliding window search scheme with high computing complexity. We present a fast pedestrian detection method using the deformable part model and pyramid layer… read more here.
Keywords: detection; fast pedestrian; deformable part; part model ... See more keywords