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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
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectorsCode7
Track Anything: Segment Anything Meets VideosCode5
Medical SAM 2: Segment medical images as video via Segment Anything Model 2Code4
UniVS: Unified and Universal Video Segmentation with Prompts as QueriesCode3
Exploiting Multimodal Spatial-temporal Patterns for Video Object TrackingCode2
Exploring Enhanced Contextual Information for Video-Level Object TrackingCode2
XTrack: Multimodal Training Boosts RGB-X Video Object TrackersCode2
ODTrack: Online Dense Temporal Token Learning for Visual TrackingCode2
ARTrackV2: Prompting Autoregressive Tracker Where to Look and How to DescribeCode2
Autoregressive Visual TrackingCode2
Towards Grand Unification of Object TrackingCode2
Video Polyp Segmentation: A Deep Learning PerspectiveCode2
Joint Feature Learning and Relation Modeling for Tracking: A One-Stream FrameworkCode2
MixFormer: End-to-End Tracking with Iterative Mixed AttentionCode2
Fast Online Object Tracking and Segmentation: A Unifying ApproachCode2
HiM2SAM: Enhancing SAM2 with Hierarchical Motion Estimation and Memory Optimization towards Long-term TrackingCode1
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
Associate Everything Detected: Facilitating Tracking-by-Detection to the UnknownCode1
Single-Model and Any-Modality for Video Object TrackingCode1
Bridging the Gap Between End-to-end and Non-End-to-end Multi-Object TrackingCode1
Target-Aware Tracking with Long-term Context AttentionCode1
NeighborTrack: Improving Single Object Tracking by Bipartite Matching with Neighbor TrackletsCode1
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