An anchor box setting technique based on differences between categories for object detection
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Robotics and Applications"
DOI: 10.1007/s41315-021-00176-1
Abstract: Detection accuracy and speed are crucial in object detection in computer vision. This work proposes a novel technique called On-Category Anchors (OC-Anchors) to improve the accuracy of real-time single-stage object detectors. The key concept of… read more here.
Keywords: anchors technique; object detection; anchor box; technique ... See more keywords
Objects Discovery Based on Co-Occurrence Word Model With Anchor-Box Polishing
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2019.2894363
Abstract: The state-of-the-art objects discovery approaches can be categorized into two: deep learning methods based on a convolutional neural network with region proposals, and conventional machine learning methods based on topic models, low-rank matrix factorization, or… read more here.
Keywords: anchor box; objects discovery; discovery based; model ... See more keywords