Infrared small dim target detection based on region proposal
Sign Up to like & getrecommendations! Published in 2019 at "Optik"
DOI: 10.1016/j.ijleo.2019.02.008
Abstract: Abstract This paper presents a fast detection method for infrared small dim target based on region proposal. Detection is divided into two parts: region proposal determination and target precise position extraction. First, potential target positions… read more here.
Keywords: region proposal; target; based region; detection ... See more keywords
A 389 TOPS/W, Always ON Region Proposal Integrated Circuit Using In-Memory Computing in 65 nm CMOS
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Journal of Solid-State Circuits"
DOI: 10.1109/jssc.2022.3194098
Abstract: Neuromorphic vision sensors (NVSs) are key enablers of energy savings in Internet of Things (IoT)-based traffic monitoring and surveillance systems that exploit the temporal redundancy in video streams. However, for these scenarios, an object typically… read more here.
Keywords: integrated circuit; 389 tops; region; memory ... See more keywords
Fast Visual Tracking With Siamese Oriented Region Proposal Network
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2022.3178656
Abstract: Current oriented visual tracking depends on segmentation-driven framework brings about expensive computation cost, which becomes the bottleneck in the practical application. This paper proposes a simple and effective Siamese oriented Region Proposal Network (Siamese-ORPN) for… read more here.
Keywords: network; oriented region; proposal network; siamese oriented ... See more keywords
Semi-Supervised Human Detection via Region Proposal Networks Aided by Verification
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2019.2944306
Abstract: In this paper, we explore how to leverage readily available unlabeled data to improve semi-supervised human detection performance. For this purpose, we specifically modify the region proposal network (RPN) for learning on a partially labeled… read more here.
Keywords: region proposal; supervised human; semi supervised; human detection ... See more keywords