Visual Tracking
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Benchmarks
TNL2K
DAVIS
Kinetics
Kubric
RGB-Stacking
LaSOT
OTB-100
OTB-2013
TrackingNet
Most implemented
SiamRPN++: Evolution of Siamese Visual Tracking with Very Deep Networks
Re3 : Real-Time Recurrent Regression Networks for Visual Tracking of Generic Objects
SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines
Deeper and Wider Siamese Networks for Real-Time Visual Tracking
High Performance Visual Tracking With Siamese Region Proposal Network
DCFNet: Discriminant Correlation Filters Network for Visual Tracking
Papers
Models as Tools: An Agentic Coordination Framework for Unified Multimodal Visual Tracking
Most current visual trackers adopt a matching-based architecture trained exclusively on tracking datasets, whose performance gains depend heavily on the length of the input context, and have now reached a bottleneck. Whi…
Visual TrackingReferTrack: Referring Then Tracking for Embodied Visual Tracking
Embodied visual tracking (EVT) requires a mobile agent to continuously follow a specific target described in natural language using only onboard vision. While recent vision-language-action (VLA) policies unify target ide…
Trajectory PlanningVisual TrackingDIVO: Continuous-time DVL-Inertial-Visual Odometry for Unmanned Underwater Vehicles
This paper presents a novel acoustic-visual-inertial odometry solution leveraging a continuous-time trajectory estimation framework for unmanned underwater vehicles. Underwater environments present unique challenges for …
Visual LocalizationGaussian ProcessesVisual TrackingVisual OdometryRethinking Generic Object Tracking Toward Human-Level Perceptual Intelligence
At the heart of human visual perception lies the ability to maintain a continuous and coherent understanding of the external world. By integrating observations with accumulated experience, the human visual system can con…
Visual Object TrackingVisual TrackingFalconTrack: Photorealistic Auto-Labeled Perception and Physics-Aware Vision-Based Aerial Tracking
Vision-based aerial tracking is critical in GPS-denied environments. Reliable perception for tracking depends on large-scale labeled data, yet most photorealistic datasets rely on heavy manual annotation and are time-con…
Visual TrackingUSS: Unified Spatial-Semantic Prompts for Embodied Visual Tracking with Latent Dynamics Learning
Embodied Visual Tracking (EVT) requires an agent to continuously follow a specified target while actively moving through dynamic environments. However, prevailing EVT paradigms predominantly rely on language-based target…
Visual Tracking