๐ฅ๐ฅ๐ฅ This repository lists some awesome video object detection series projects.
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zhanghengdev/awesome-video-object-detection
: This is a list of awesome articles about object detection from video.
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junliang230/video_object_detection_paper
: record some video object detection papers and dataset (่ง้ข็ฎๆ ๆฃๆต่ฎบๆๆด็).
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NoScope
: "Noscope: optimizing neural network queries over video at scale". (arXiv 2017)
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FGFA
: "Flow-Guided Feature Aggregation for Video Object Detection". (ICCV 2017)
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STSN
: "Object Detection in Video with Spatiotemporal Sampling Networks". (ECCV 2018)
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MANet
: "Fully Motion-Aware Network for Video Object Detection". (ECCV 2018)
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RDN: "Relation Distillation Networks for Video Object Detection". (ICCV 2019)
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MGA
: "Motion Guided Attention for Video Salient Object Detection". (ICCV 2019)
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SELSA
: "Sequence level semantics aggregation for video object detection". (ICCV 2019)
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LSTS
: "Learning Where to Focus for Efficient Video Object Detection". (ECCV 2020)
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HVR-Net
: "Mining Inter-Video Proposal Relations for Video Object Detection". (ECCV 2020)
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MEGA
: "Memory enhanced global-local aggregation for video object detection". (CVPR 2020)
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PyramidCSA
: "Pyramid constrained self-attention network for fast video salient object detection". (AAAI 2020)
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REPP
: "Robust and efficient post-processing for video object detection". (IROS 2020)
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FFAVOD
: "FFAVOD: Feature fusion architecture for video object detection". (Pattern Recognition Letters, 2021)
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STMTrack
: "STMTrack: Template-free Visual Tracking with Space-time Memory Networks". (CVPR 2021)
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TraDeS
: "Track to Detect and Segment: An Online Multi-Object Tracker". (CVPR 2021)
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TROIA
: "Temporal ROI Align for Video Object Recognition". (AAAI 2021)
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MeGA-CDA: "MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection". (CVPR 2021)
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SSTVOS
: "SSTVOS: Sparse Spatiotemporal Transformers for Video Object Segmentation". (CVPR 2021)
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TransVOD
: "End-to-End Video Object Detection with Spatial-Temporal Transformers". (ACM 2021)
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qianyuzqy/TransVOD_Lite
: (TPAMI 2023) TransVOD:End-to-End Video Object Detection with Spatial-Temporal Transformers (implementations of TransVOD Lite).
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VidVRD
: "Video Relation Detection via Tracklet based Visual Transformer". (ACM 2021)
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DSFNet
: "DSFNet: Dynamic and Static Fusion Network for Moving Object Detection in Satellite Videos". (IEEE Geoscience and Remote Sensing Letters 2021)
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MAMBA
: Self implementation of AAAI21 paper MAMBA for video object detection. "MAMBA: Multi-level Aggregation via Memory Bank for Video Object Detection". (AAAI 2021)
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STFT
: "Multi-frame Collaboration for Effective Endoscopic Video Polyp Detection via Spatial-Temporal Feature Transformation". (MICCAI 2021)
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TAdaConv
: "TAda! Temporally-Adaptive Convolutions for Video Understanding". (ICLR 2022)
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TCTrack
: "TCTrack: Temporal Contexts for Aerial Tracking". (CVPR 2022)
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SLT-Net
: "Implicit Motion Handling for Video Camouflaged Object Detection". (CVPR 2022)
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StreamYOLO
: "Real-time Object Detection for Streaming Perception". (CVPR 2022)
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suyukun666/UFO
: "A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection". (arXiv 2022)
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QueryProp: "QueryProp: Object Query Propagation for High-Performance Video Object Detection". (AAAI 2022)
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YOLOV
: "YOLOV: Making Still Image Object Detectors Great at Video Object Detection". (arXiv 2022)