Awesome-Video-Object-Detection

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

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)