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Video Object Tracking

Video Object Detection aims to detect targets in videos using both spatial and temporal information. It's usually deeply integrated with tasks such as Object Detection and Object Tracking.

Papers

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Showing 1–25 of 98 papers

TitleStatusHype
HiM2SAM: Enhancing SAM2 with Hierarchical Motion Estimation and Memory Optimization towards Long-term TrackingCode1
Enhancing Self-Supervised Fine-Grained Video Object Tracking with Dynamic Memory Prediction—0
Exploiting Multimodal Spatial-temporal Patterns for Video Object TrackingCode2
Exploring Enhanced Contextual Information for Video-Level Object TrackingCode2
Referring Video Object Segmentation via Language-aligned Track SelectionCode1
Teaching VLMs to Localize Specific Objects from In-context ExamplesCode1
Depth Attention for Robust RGB TrackingCode1
NT-VOT211: A Large-Scale Benchmark for Night-time Visual Object TrackingCode1
VOVTrack: Exploring the Potentiality in Videos for Open-Vocabulary Object Tracking—0
Associate Everything Detected: Facilitating Tracking-by-Detection to the UnknownCode1
Medical SAM 2: Segment medical images as video via Segment Anything Model 2Code4
XTrack: Multimodal Training Boosts RGB-X Video Object TrackersCode2
Gaga: Group Any Gaussians via 3D-aware Memory Bank—0
UniVS: Unified and Universal Video Segmentation with Prompts as QueriesCode3
ODTrack: Online Dense Temporal Token Learning for Visual TrackingCode2
ARTrackV2: Prompting Autoregressive Tracker Where to Look and How to DescribeCode2
Single-Model and Any-Modality for Video Object TrackingCode1
Robust Visual Tracking by Motion Analyzing—0
ZJU ReLER Submission for EPIC-KITCHEN Challenge 2023: TREK-150 Single Object Tracking—0
Bridging the Gap Between End-to-end and Non-End-to-end Multi-Object TrackingCode1
Track Anything: Segment Anything Meets VideosCode5
Target-Aware Tracking with Long-term Context AttentionCode1
Autoregressive Visual TrackingCode2
NeighborTrack: Improving Single Object Tracking by Bipartite Matching with Neighbor TrackletsCode1
ProContEXT: Exploring Progressive Context Transformer for TrackingCode1
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