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09/07/2023
Tracking Anything with Decoupled Video Segmentation
Training data for video segmentation are expensive to annotate. This imp...
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02/09/2023
In-N-Out: Face Video Inversion and Editing with Volumetric Decomposition
3D-aware GANs offer new capabilities for creative content editing, such ...
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12/20/2022
Tracking by Associating Clips
The tracking-by-detection paradigm today has become the dominant method ...
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12/20/2022
Bridging Images and Videos: A Simple Learning Framework for Large Vocabulary Video Object Detection
Scaling object taxonomies is one of the important steps toward a robust ...
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11/16/2022
A Generalized Framework for Video Instance Segmentation
Recently, handling long videos of complex and occluded sequences has eme...
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08/03/2022
Per-Clip Video Object Segmentation
Recently, memory-based approaches show promising results on semi-supervi...
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07/27/2022
One-Trimap Video Matting
Recent studies made great progress in video matting by extending the suc...
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07/21/2022
Error Compensation Framework for Flow-Guided Video Inpainting
The key to video inpainting is to use correlation information from as ma...
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06/09/2022
VITA: Video Instance Segmentation via Object Token Association
We introduce a novel paradigm for offline Video Instance Segmentation (V...
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06/05/2022
Cannot See the Forest for the Trees: Aggregating Multiple Viewpoints to Better Classify Objects in Videos
Recently, both long-tailed recognition and object tracking have made gre...
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12/08/2021
VISOLO: Grid-Based Space-Time Aggregation for Efficient Online Video Instance Segmentation
For online video instance segmentation (VIS), fully utilizing the inform...
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09/23/2021
Hierarchical Memory Matching Network for Video Object Segmentation
We present Hierarchical Memory Matching Network (HMMN) for semi-supervis...
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06/07/2021
Video Instance Segmentation using Inter-Frame Communication Transformers
We propose a novel end-to-end solution for video instance segmentation (...
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05/30/2021
Polygonal Point Set Tracking
In this paper, we propose a novel learning-based polygonal point set tra...
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05/18/2021
Exemplar-Based Open-Set Panoptic Segmentation Network
We extend panoptic segmentation to the open-world and introduce an open-...
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12/03/2020
Single-shot Path Integrated Panoptic Segmentation
Panoptic segmentation, which is a novel task of unifying instance segmen...
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07/17/2020
Cross-Identity Motion Transfer for Arbitrary Objects through Pose-Attentive Video Reassembling
We propose an attention-based networks for transferring motions between ...
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04/06/2020
Deep Space-Time Video Upsampling Networks
Video super-resolution (VSR) and frame interpolation (FI) are traditiona...
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03/20/2020
DMV: Visual Object Tracking via Part-level Dense Memory and Voting-based Retrieval
We propose a novel memory-based tracker via part-level dense memory and ...
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03/20/2020
Learning the Loss Functions in a Discriminative Space for Video Restoration
With more advanced deep network architectures and learning schemes such ...
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08/30/2019
Copy-and-Paste Networks for Deep Video Inpainting
We present a novel deep learning based algorithm for video inpainting. V...
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08/23/2019
Onion-Peel Networks for Deep Video Completion
We propose the onion-peel networks for video completion. Given a set of ...
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04/22/2019
Fast User-Guided Video Object Segmentation by Interaction-and-Propagation Networks
We present a deep learning method for the interactive video object segme...
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04/01/2019
Video Object Segmentation using Space-Time Memory Networks
We propose a novel solution for semi-supervised video object segmentatio...
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08/29/2016