Multiframe CenterNet Heatmap ROI Aggregation for Real-Time Video Object Detection
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3174195
Abstract: Though Two-stage video object detectors cannot perform detection in real time, the accuracy of them is normally higher than that of one-stage video object detectors. One essence is that two-stage video detectors can easily use… read more here.
Keywords: centernet; heatmap; video object; video ... See more keywords
D-CenterNet: An Anchor-Free Detector With Knowledge Distillation for Industrial Defect Detection
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2022.3204332
Abstract: Lightweight anchor-free detectors are currently gaining more and more popularity in the field of industrial defect detection. In general, it is difficult to achieve competitive performance compared to deep anchor-based detector. Knowledge distillation is an… read more here.
Keywords: distillation; centernet; anchor free; knowledge ... See more keywords