Awesome-Video-Object-Detection

🔥🔥🔥 This repository lists some awesome video object detection series projects.

Contents

• Awesome-Video-Object-Detection

  • Summary
    • Awesome List
  • Frameworks

• Summary

  • Awesome List

    • zhanghengdev/awesome-video-object-detection : This is a list of awesome articles about object detection from video.

    • junliang230/video_object_detection_paper : record some video object detection papers and dataset (视频目标检测论文整理).

Frameworks

• NoScope : "Noscope: optimizing neural network queries over video at scale". (arXiv 2017)

• FGFA : "Flow-Guided Feature Aggregation for Video Object Detection". (ICCV 2017)

• STSN : "Object Detection in Video with Spatiotemporal Sampling Networks". (ECCV 2018)

• MANet : "Fully Motion-Aware Network for Video Object Detection". (ECCV 2018)

• RDN: "Relation Distillation Networks for Video Object Detection". (ICCV 2019)

• MGA : "Motion Guided Attention for Video Salient Object Detection". (ICCV 2019)

• SELSA : "Sequence level semantics aggregation for video object detection". (ICCV 2019)

• LSTS : "Learning Where to Focus for Efficient Video Object Detection". (ECCV 2020)

• HVR-Net : "Mining Inter-Video Proposal Relations for Video Object Detection". (ECCV 2020)

• MEGA : "Memory enhanced global-local aggregation for video object detection". (CVPR 2020)

• PyramidCSA : "Pyramid constrained self-attention network for fast video salient object detection". (AAAI 2020)

• REPP : "Robust and efficient post-processing for video object detection". (IROS 2020)

• FFAVOD : "FFAVOD: Feature fusion architecture for video object detection". (Pattern Recognition Letters, 2021)

• STMTrack : "STMTrack: Template-free Visual Tracking with Space-time Memory Networks". (CVPR 2021)

• TraDeS : "Track to Detect and Segment: An Online Multi-Object Tracker". (CVPR 2021)

• TROIA : "Temporal ROI Align for Video Object Recognition". (AAAI 2021)

• MeGA-CDA: "MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection". (CVPR 2021)

• SSTVOS : "SSTVOS: Sparse Spatiotemporal Transformers for Video Object Segmentation". (CVPR 2021)

• TransVOD : "End-to-End Video Object Detection with Spatial-Temporal Transformers". (ACM 2021)

• qianyuzqy/TransVOD_Lite : (TPAMI 2023) TransVOD:End-to-End Video Object Detection with Spatial-Temporal Transformers (implementations of TransVOD Lite).

• VidVRD : "Video Relation Detection via Tracklet based Visual Transformer". (ACM 2021)

• DSFNet : "DSFNet: Dynamic and Static Fusion Network for Moving Object Detection in Satellite Videos". (IEEE Geoscience and Remote Sensing Letters 2021)

• MAMBA : Self implementation of AAAI21 paper MAMBA for video object detection. "MAMBA: Multi-level Aggregation via Memory Bank for Video Object Detection". (AAAI 2021)

• STFT : "Multi-frame Collaboration for Effective Endoscopic Video Polyp Detection via Spatial-Temporal Feature Transformation". (MICCAI 2021)

• TAdaConv : "TAda! Temporally-Adaptive Convolutions for Video Understanding". (ICLR 2022)

• TCTrack : "TCTrack: Temporal Contexts for Aerial Tracking". (CVPR 2022)

• SLT-Net : "Implicit Motion Handling for Video Camouflaged Object Detection". (CVPR 2022)

• StreamYOLO : "Real-time Object Detection for Streaming Perception". (CVPR 2022)

• suyukun666/UFO : "A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection". (arXiv 2022)

• QueryProp: "QueryProp: Object Query Propagation for High-Performance Video Object Detection". (AAAI 2022)

• YOLOV : "YOLOV: Making Still Image Object Detectors Great at Video Object Detection". (arXiv 2022)