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video-low-level-analysis-motion-and-tracking.md

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CVPR-2023-Papers

Video: Low-Level Analysis, Motion, and Tracking

Section Papers Preprint Papers Papers with Open Code Papers with Video

Title Repo Paper Video
Uncovering the Missing Pattern: Unified Framework Towards Trajectory Imputation and Prediction
Tracking Multiple Deformable Objects in Egocentric Videos
Tracking through Containers and Occluders in the Wild
TarViS: A Unified Approach for Target-based Video Segmentation
VideoTrack: Learning to Track Objects via Video Transformer
ARKitTrack: A New Diverse Dataset for Tracking using Mobile RGB-D Data
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction
Representation Learning for Visual Object Tracking by Masked Appearance Transfer
EqMotion: Equivariant Multi-Agent Motion Prediction with Invariant Interaction Reasoning
Semi-Supervised Video Inpainting with Cycle Consistency Constraints
Generalized Relation Modeling for Transformer Tracking
Breaking the Object in Video Object Segmentation
Unifying Short and Long-Term Tracking with Graph Hierarchies
Simple Cues Lead to a Strong Multi-Object Tracker
Unified Mask Embedding and Correspondence Learning for Self-Supervised Video Segmentation
MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors
SeqTrack: Sequence to Sequence Learning for Visual Object Tracking
Joint Visual Grounding and Tracking with Natural Language Specification
Boosting Video Object Segmentation via Space-Time Correspondence Learning
Visual Prompt Multi-Modal Tracking
OVTrack: Open-Vocabulary Multiple Object Tracking
TransFlow: Transformer as Flow Learner
Focus on Details: Online Multi-Object Tracking with Diverse Fine-grained Representation
Autoregressive Visual Tracking
Bootstrapping Objectness from Videos by Relaxed Common Fate and Visual Grouping
Tangentially Elongated Gaussian Belief Propagation for Event-based Incremental Optical Flow Estimation
Bridging Search Region Interaction with Template for RGB-T Tracking
Efficient RGB-T Tracking via Cross-Modality Distillation
MotionTrack: Learning Robust Short-Term and Long-Term Motions for Multi-Object Tracking
Self-Supervised AutoFlow
UTM: A Unified Multiple Object Tracking Model with Identity-Aware Feature Enhancement
BiFormer: Learning Bilateral Motion Estimation via Bilateral Transformer for 4K Video Frame Interpolation
Spatial-then-Temporal Self-Supervised Learning for Video Correspondence
BundleSDF: Neural 6-DoF Tracking and 3D Reconstruction of Unknown Objects
MED-VT: Multiscale Encoder-Decoder Video Transformer with Application to Object Segmentation
Context-Aware Relative Object Queries to Unify Video Instance and Panoptic Segmentation
Unsupervised Space-Time Network for Temporally-Consistent Segmentation of Multiple Motions
Resource-Efficient RGBD Aerial Tracking
MMVC: Learned Multi-Mode Video Compression with Block-based Prediction Mode Selection and Density-Adaptive Entropy Coding
Streaming Video Model
Weakly Supervised Class-Agnostic Motion Prediction for Autonomous Driving
LSTFE-Net: Long Short-Term Feature Enhancement Network for Video Small Object Detection
DistractFlow: Improving Optical Flow Estimation via Realistic Distractions and Pseudo-Labeling
SCOTCH and SODA: A Transformer Video Shadow Detection Framework
ZBS: Zero-Shot Background Subtraction via Instance-Level Background Modeling and Foreground Selection
Frame-Event Alignment and Fusion Network for High Frame Rate Tracking