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Object Recognition

물체인식(Object Recognition)은 이미지 나 비디오 시퀀스에서 개체를 식별하는 기술을 말한다.

History of Object Recognition 

The Modern History of Object Recognition

Categories

Deep learning based

3D Object Detection

Deep Hough Voting for 3D Object Detection in Point Clouds
https://arxiv.org/pdf/1904.09664.pdf
https://github.com/facebookresearch/votenet
C3DPO - Canonical 3D Pose Networks for Non-rigid Structure From Motion
https://github.com/facebookresearch/c3dpo_nrsfm
https://arxiv.org/abs/1909.02533
https://research.fb.com/publications/c3dpo-canonical-3d-pose-networks-for-non-rigid-structure-from-motion/
https://ai.facebook.com/blog/pushing-state-of-the-art-in-3d-content-understanding/
MMDetection3D
https://github.com/open-mmlab/mmdetection3d

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References


  1. A_Look_at_Image_Segmentation_using_CNNs_–_Mohit_Jain.pdf 

  2. Object_Detection_-_handong1587.pdf