/awesome-video-object-detection

Awesome-Video-Object-DetectionAwesome

2020

  • [CVPR] Memory Enhanced Global-Local Aggregation for Video Object Detection. [pytorch]
  • [CVPR] LiDAR-based Online 3D Video Object Detection with Graph-based Message Passing and Spatiotemporal Transformer Attention. [pytorch]
  • [ECCV] Learning Where to Focus for Efficient Video Object Detection. [mxnet]
  • [ECCV] Video Object Detection via Object-level Temporal Aggregation.
  • [ECCV] Mining Inter-Video Proposal Relations for Video Object Detection. [pytorch]
  • [ECCV] CenterNet Heatmap Propagation for Real-time Video Object Detection.
  • [MM] Exploiting Better Feature Aggregation for Video Object Detection.
  • [MM] Dual Semantic Fusion Network for Video Object Detection.
  • [AAAI] Temporal Context Enhanced Feature Aggregation for Video Object Detection.
  • [ICASSP] Spatial-Temporal Feature Aggregation Network For Video Object Detection.
  • [IROS] Robust and Efficient Post-processing for Video Object Detection. [mxnet]
  • [TMM] Single Shot Video Object Detector. [pytorch]
  • [Neurocomputing] Video object detection for autonomous driving: Motion-aid feature calibration.
  • [Arxiv] Plug & Play Convolutional Regression Tracker for Video Object Detection.
  • [Arxiv] RN-VID: A Feature Fusion Architecture for Video Object Detection.
  • [Arxiv] Feature Flow: In-network Feature Flow Estimation for Video Object Detection.
  • [Arxiv] Object-aware Feature Aggregation for Video Object Detection.
  • [Arxiv] Recurrent Neural Networks for video object detection.

2019

  • [CVPR] Shifting More Attention to Video Salient Object Detection. [caffe]
  • [ICCV] Motion Guided Attention for Video Salient Object Detection. [pytorch]
  • [ICCV] Sequence Level Semantics Aggregation for Video Object Detection.
  • [ICCV] Progressive Sparse Local Attention for Video Object Detection.
  • [ICCV] Object Guided External Memory Network for Video Object Detection.
  • [ICCV] Leveraging Long-Range Temporal Relationships Between Proposals for Video Object Detection.
  • [ICCV] Fast Object Detection in Compressed Video.
  • [ICCV] Relation Distillation Networks for Video Object Detection.
  • [IJCAI] Transferable Adversarial Attacks for Image and Video Object Detection.