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video-object-segmentation
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See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks (CVPR19)
segmentation
video-segmentation
object-segmentation
video-object-segmentation
co-attention
cvpr2019
attention-siamese-networks
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Updated
Feb 25, 2021 - Python
The official implementation of CFBI(+): Collaborative Video Object Segmentation by (Multi-scale) Foreground-Background Integration.
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Jun 7, 2021 - Python
[CVPR 2021] Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion. Semi-supervised VOS as well!
computer-vision
deep-learning
pytorch
segmentation
video-segmentation
interactive-segmentation
video-object-segmentation
cvpr2021
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Updated
Sep 28, 2021 - Python
Learning Unsupervised Video Object Segmentation through Visual Attention (CVPR19, PAMI20)
video-processing
segmentation
video-segmentation
object-segmentation
visual-attention
video-object-segmentation
saliency-prediction
cvpr2019
fixation-data
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Updated
Jan 11, 2020 - Python
PyTorch re-implementation of DeepMask
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Updated
Feb 21, 2019 - Python
[NeurIPS 2021] Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation
computer-vision
deep-learning
pytorch
segmentation
video-segmentation
video-object-segmentation
neurips-2021
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Updated
Oct 2, 2021 - Python
Zero-shot Video Object Segmentation via Attentive Graph Neural Networks (ICCV2019 Oral)
object-segmentation
video-object-segmentation
graph-neural-network
iccv2019
zero-shot-video-segmentation
unsupervised-video-segmentation
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Updated
Sep 10, 2020 - Python
Unified tracking framework with a single appearance model. It supports Single Object Tracking (SOT), Video Object Segmentation (VOS), Multi-Object Tracking (MOT), Multi-Object Tracking and Segmentation (MOTS), Pose Tracking, Video Instance Segmentation (VIS), and class-agnostic MOT (e.g. TAO dataset).
object-tracking
multi-object-tracking
single-object-tracking
tracking-by-detection
video-object-segmentation
multi-object-tracker
pose-tracking
video-object-tracking
video-instance-segmentation
multi-object-tracking-segmentation
multi-object-track
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Updated
Sep 2, 2021 - Python
Differentiable Mask-Matching Network for Video Object Segmentation (ICCV 2019)
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Oct 23, 2019 - Python
Motion-Attentive Transition for Zero-Shot Video Object Segmentation (AAAI2020)
deep-learning
segmentation
optical-flow
attention-mechanism
aaai
zhou
wang
two-stream
video-object-segmentation
davis-challenge
multi-object
shot-video
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Updated
Sep 8, 2021 - Python
a transductive approach for video object segmentation
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Jul 27, 2020 - Python
Implementation of MaskTrack method which is the baseline of several state-of-the-art video object segmentation methods in Pytorch
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Jan 25, 2019 - Python
Anchor Diffusion for Unsupervised Video Object Segmentation
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Feb 4, 2021 - Python
Learning Video Object Segmentation from Unlabeled Videos (CVPR2020)
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Aug 24, 2020 - Python
C++ Implementation of SiamMask
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Updated
Feb 28, 2020 - C++
Video Object Segmentation with Episodic Graph Memory Networks (ECCV2020 spotlight)
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Sep 10, 2020 - Python
FEELVOS implementation in PyTorch; FEELVOS: Fast End-to-End Embedding Learning for Video Object Segmentation
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Updated
Apr 2, 2020 - Python
[CVPR 2021] MiVOS - Mask Propagation module. Reproduced STM (and better) with training code 🌟 . Semi-supervised video object segmentation evaluation.
computer-vision
deep-learning
pytorch
segmentation
video-segmentation
video-object-segmentation
cvpr2021
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Updated
Sep 27, 2021 - Python
Semi-Supervised Video Salient Object Detection Using Pseudo-Labels, IEEE International Conference on Computer Vision (ICCV), 2019
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Updated
Dec 5, 2019 - Python
2021-MICCAI-Progressively Normalized Self-Attention Network for Video Polyp Segmentation
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Updated
Sep 8, 2021 - Python
Associating Objects with Transformers for Video Object Segmentation
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Sep 29, 2021
Implementation of "Make One-Shot Video Object Segmentation Efficient Again” and the semi-supervised fine-tuning "e-OSVOS" approach (NeurIPS 2020).
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Mar 24, 2021 - Python
[2021][ICCV][FSNet] Full-Duplex Strategy for Video Object Segmentation
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Sep 9, 2021 - Python
Pytorch implementation of CVPR2021 oral paper, "Guided Interactive Video Object Segmentation Using Reliability-Based Attention Maps"
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Jun 1, 2021
Pytorch implementation of ECCV2020 paper, "Interactive Video Object Segmentation Using Global and Local Transfer Modules"
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Apr 21, 2021 - Python
[CVPR'21] Learning to Recommend Frame for Interactive Video Object Segmentation in the Wild
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Jun 16, 2021 - Python
Unsupervised Online Video Object Segmentation with Motion Property Understanding
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Sep 4, 2019 - C++
This is simple implementation of MaskTrack_Box only requiring a bounding box for video object segmentation.
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Aug 1, 2019 - Python
[WACV-2020] Exploiting Geometric Constraints on Dense Trajectories for Motion Saliency
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Updated
Nov 22, 2019 - Lua
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(siammask) [liqiang@inspur siammask]$ bash test_mask_refine.sh config_vot.json SiamMask_VOT.pth VOT2016 0
[2019-03-14 19:42:16,619-rk0-test.py#551] Namespace(arch='Custom', config='config_vot.json', dataset='VOT2016', gt=False, log='log_test.txt', mask=True, refine=True, resume='SiamMask_VOT.pth', save_mask=False, visualization=False)
[2019-03-14 19:42:17,087-rk0-load_helper.py# 31] load pretrai