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awesome-video-object-detection

A collection of some awesome video object detection series projects.
https://github.com/coderonion/awesome-video-object-detection

Last synced: 5 days ago
JSON representation

  • Frameworks

    • ICCV 2019
    • CVPR 2021
    • AAAI 2022
    • NoScope - futuredata/noscope?style=social"/> : "Noscope: optimizing neural network queries over video at scale". (**[arXiv 2017](https://arxiv.org/abs/1703.02529)**)
    • FGFA - Guided-Feature-Aggregation?style=social"/> : "Flow-Guided Feature Aggregation for Video Object Detection". (**[ICCV 2017](https://openaccess.thecvf.com/content_iccv_2017/html/Zhu_Flow-Guided_Feature_Aggregation_ICCV_2017_paper.html)**)
    • STSN
    • MANet - Aware Network for Video Object Detection". (**[ECCV 2018](https://openaccess.thecvf.com/content_ECCV_2018/html/Shiyao_Wang_Fully_Motion-Aware_Network_ECCV_2018_paper.html)**)
    • MGA - Guided-Attention?style=social"/> : "Motion Guided Attention for Video Salient Object Detection". (**[ICCV 2019](https://openaccess.thecvf.com/content_ICCV_2019/html/Li_Motion_Guided_Attention_for_Video_Salient_Object_Detection_ICCV_2019_paper.html)**)
    • SELSA - Level-Semantics-Aggregation?style=social"/> : "Sequence level semantics aggregation for video object detection". (**[ICCV 2019](https://openaccess.thecvf.com/content_ICCV_2019/html/Wu_Sequence_Level_Semantics_Aggregation_for_Video_Object_Detection_ICCV_2019_paper.html)**)
    • LSTS - 3-030-58517-4_2)**)
    • HVR-Net - Video Proposal Relations for Video Object Detection". (**[ECCV 2020](https://link.springer.com/chapter/10.1007/978-3-030-58589-1_26)**)
    • MEGA - local aggregation for video object detection". (**[CVPR 2020](https://openaccess.thecvf.com/content_CVPR_2020/html/Chen_Memory_Enhanced_Global-Local_Aggregation_for_Video_Object_Detection_CVPR_2020_paper.html)**)
    • PyramidCSA - attention network for fast video salient object detection". (**[AAAI 2020](https://ojs.aaai.org/index.php/AAAI/article/view/6718)**)
    • REPP - and-efficient-post-processing-for-video-object-detection?style=social"/> : "Robust and efficient post-processing for video object detection". (**[IROS 2020](https://ieeexplore.ieee.org/abstract/document/9341600)**)
    • FFAVOD
    • STMTrack - free Visual Tracking with Space-time Memory Networks". (**[CVPR 2021](https://openaccess.thecvf.com/content/CVPR2021/html/Fu_STMTrack_Template-Free_Visual_Tracking_With_Space-Time_Memory_Networks_CVPR_2021_paper.html)**)
    • TraDeS - Object Tracker". (**[CVPR 2021](https://openaccess.thecvf.com/content/CVPR2021/html/Wu_Track_To_Detect_and_Segment_An_Online_Multi-Object_Tracker_CVPR_2021_paper.html)**)
    • TROIA - mmlab/mmtracking?style=social"/> : "Temporal ROI Align for Video Object Recognition". (**[AAAI 2021](https://www.aaai.org/AAAI21Papers/AAAI-3370.GongT.pdf)**)
    • SSTVOS
    • TransVOD - LuHe/TransVOD?style=social"/> : "End-to-End Video Object Detection with Spatial-Temporal Transformers". (**[ACM 2021](https://arxiv.org/pdf/2105.10920.pdf)**)
    • qianyuzqy/TransVOD_Lite - to-End Video Object Detection with Spatial-Temporal Transformers (implementations of TransVOD Lite).
    • VidVRD - LX/VidVRD-tracklets?style=social"/> : "Video Relation Detection via Tracklet based Visual Transformer". (**[ACM 2021](https://arxiv.org/pdf/2108.08669.pdf)**)
    • DSFNet - object-detection-DSFNet?style=social"/> : "DSFNet: Dynamic and Static Fusion Network for Moving Object Detection in Satellite Videos". (**[IEEE Geoscience and Remote Sensing Letters 2021](https://ieeexplore.ieee.org/abstract/document/9594855)**)
    • MAMBA - level Aggregation via Memory Bank for Video Object Detection". (**[AAAI 2021](https://www.aaai.org/AAAI21Papers/AAAI-9815.SunG.pdf)**)
    • STFT - frame Collaboration for Effective Endoscopic Video Polyp Detection via Spatial-Temporal Feature Transformation". (**[MICCAI 2021](https://link.springer.com/chapter/10.1007/978-3-030-87240-3_29)**)
    • TAdaConv - mmai-research/TAdaConv?style=social"/> : "TAda! Temporally-Adaptive Convolutions for Video Understanding". (**[ICLR 2022](https://arxiv.org/abs/2110.06178)**)
    • TCTrack
    • SLT-Net - Net?style=social"/> : "Implicit Motion Handling for Video Camouflaged Object Detection". (**[CVPR 2022](https://arxiv.org/abs/2203.07363)**)
    • StreamYOLO - yjr/StreamYOLO?style=social"/> : "Real-time Object Detection for Streaming Perception". (**[CVPR 2022](https://arxiv.org/abs/2203.12338v1)**)
    • suyukun666/UFO - based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection". (**[arXiv 2022](https://arxiv.org/abs/2203.04708)**)
    • YOLOV

  • Uncategorized

Programming Languages
Python 26 Cuda 1 Makefile 1
Categories
Frameworks 31 Uncategorized 2
Sub Categories
Uncategorized 2
Keywords
video-object-detection 7 object-detection 5 pytorch 4 deep-learning 2 video 2 post-processing 1 efficient 1 mxnet 1 papers 1 iccv 1 eccv 1 cvpr 1 benchmark 1 aaai 1 deep-neural-networks 1 computer-vision 1 awesome-list 1 video-salient-object-detection 1 matching 1 inpainting 1 co-segmentation 1 co-saliency-detection 1 streaming-perception 1 autonomous-driving 1 video-understanding 1 video-classification 1 tadaconv 1 self-supervised-learning 1 action-recognition 1 action-localization 1 video-instance-segmentation 1 tracking 1 single-object-tracking 1 multi-object-tracking 1