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08/18/2023
Dynamic 3D Gaussians: Tracking by Persistent Dynamic View Synthesis
We present a method that simultaneously addresses the tasks of dynamic s...
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01/06/2023
TarViS: A Unified Approach for Target-based Video Segmentation
The general domain of video segmentation is currently fragmented into di...
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09/25/2022
BURST: A Benchmark for Unifying Object Recognition, Segmentation and Tracking in Video
Multiple existing benchmarks involve tracking and segmenting objects in ...
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06/01/2022
Differentiable Soft-Masked Attention
Transformers have become prevalent in computer vision due to their perfo...
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03/30/2022
Forecasting from LiDAR via Future Object Detection
Object detection and forecasting are fundamental components of embodied ...
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12/16/2021
HODOR: High-level Object Descriptors for Object Re-segmentation in Video Learned from Static Images
Existing state-of-the-art methods for Video Object Segmentation (VOS) le...
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09/16/2020
HOTA: A Higher Order Metric for Evaluating Multi-Object Tracking
Multi-Object Tracking (MOT) has been notoriously difficult to evaluate. ...
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01/15/2020
UnOVOST: Unsupervised Offline Video Object Segmentation and Tracking
We address Unsupervised Video Object Segmentation (UVOS), the task of au...
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11/28/2019
Siam R-CNN: Visual Tracking by Re-Detection
We present Siam R-CNN, a Siamese re-detection architecture which unleash...
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11/02/2019
Single-Shot Panoptic Segmentation
We present a novel end-to-end single-shot method that segments countable...
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09/30/2019
Track to Reconstruct and Reconstruct to Track
Object tracking and reconstruction are often performed together, with tr...
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04/09/2019
BoLTVOS: Box-Level Tracking for Video Object Segmentation
We approach video object segmentation (VOS) by splitting the task into t...
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02/28/2019
Large-Scale Object Mining for Object Discovery from Unlabeled Video
This paper addresses the problem of object discovery from unlabeled driv...
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02/10/2019
MOTS: Multi-Object Tracking and Segmentation
This paper extends the popular task of multi-object tracking to multi-ob...
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01/26/2019
4D Generic Video Object Proposals
Many high-level video understanding methods require input in the form of...
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09/19/2018
Towards Large-Scale Video Video Object Mining
We propose to leverage a generic object tracker in order to perform obje...
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07/24/2018
PReMVOS: Proposal-generation, Refinement and Merging for Video Object Segmentation
We address semi-supervised video object segmentation, the task of automa...
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12/23/2017
