A Binary-Feature-Based Object Recognition Accelerator With 22 M-Vector/s Throughput and 0.68 G-Vector/J Energy-Efficiency for Full-HD Resolution
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"
DOI: 10.1109/tcad.2018.2846634
Abstract: Considering that the binary-feature-based approximate nearest neighbor (ANN) search technique has not been fully exploited to date, a multisegment binary feature-based hierarchical clustering tree model is proposed to achieve fast binary feature matching (FM). In… read more here.
Keywords: tex math; feature; accelerator; inline formula ... See more keywords
Compact and Low-Complexity Binary Feature Descriptor and Fisher Vectors for Video Analytics
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2019.2922826
Abstract: In this paper, we propose a compact and low-complexity binary feature descriptor for video analytics. Our binary descriptor encodes the motion information of a spatio-temporal support region into a low-dimensional binary string. The descriptor is… read more here.
Keywords: low complexity; compact low; feature descriptor; feature ... See more keywords