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Knowledge Distillation in Object Detection: A Survey from CNN to Transformer. [PDF]

open access: yesSensors (Basel)
Shehzadi T   +5 more
europepmc   +1 more source

Concealed Object Detection [PDF]

open access: yesIEEE Transactions on Pattern Analysis and Machine Intelligence, 2022
17 pages, 27 figures, Code: https://github.com/GewelsJI/SINet ...
Deng-Ping Fan   +2 more
exaly   +4 more sources
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Interactive object detection

2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
In recent years, the rise of digital image and video data available has led to an increasing demand for image annotation. In this paper, we propose an interactive object annotation method that incrementally trains an object detector while the user provides annotations.
Yao, A.   +3 more
openaire   +2 more sources

Camouflaged Object Detection

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020
We present a comprehensive study on a new task named camouflaged object detection (COD), which aims to identify objects that are “seamlessly” embedded in their surroundings. The high intrinsic similarities between the target object and the background make COD far more challenging than the traditional object detection task.
Deng-Ping Fan   +5 more
openaire   +1 more source

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