Papers Video Object Tracking
“Video Object Tracking” 태그가 달린 논문 107편 · 필터 해제
Learning Spatially Regularized Correlation Filters for Visual Tracking
Robust and accurate visual tracking is one of the most challenging computer vision problems. Due to the inherent lack of training data, a robust approach for constructing a target appearance model is crucial. Recently, d…
Video Object TrackingVisual TrackingRobust video object tracking via Bayesian model averaging based feature fusion
In this article, we are concerned with tracking an object of interest in video stream. We propose an algorithm that is robust against occlusion, the presence of confusing colors, abrupt changes in the object feature spac…
ObjectObject TrackingVideo Object TrackingStaple: Complementary Learners for Real-Time Tracking
Correlation Filter-based trackers have recently achieved excellent performance, showing great robustness to challenging situations exhibiting motion blur and illumination changes. However, since the model that they learn…
regressionVideo Object TrackingVisual Object TrackingRobust video object tracking using particle filter with likelihood based feature fusion and adaptive template updating
A robust algorithm solution is proposed for tracking an object in complex video scenes. In this solution, the bootstrap particle filter (PF) is initialized by an object detector, which models the time-evolving background…
ObjectObject TrackingVideo Object TrackingAutomatic tracking of protein vesicles
With the advance of fluorescence imaging technologies, recently cell biologists are able to record the movement of protein vesicles within a living cell. Automatic tracking of the movements of these vesicles become key f…
Multiple Object TrackingObjectObject TrackingVideo Object TrackingIn Defense of Color-Based Model-Free Tracking
In this paper, we address the problem of model-free online object tracking based on color representations. According to the findings of recent benchmark evaluations, such trackers often tend to drift towards regions whic…
ObjectObject TrackingVideo Object TrackingHigh-Speed Tracking with Kernelized Correlation Filters
The core component of most modern trackers is a discriminative classifier, tasked with distinguishing between the target and the surrounding environment. To cope with natural image changes, this classifier is typically t…
regressionVideo Object TrackingVocal Bursts Intensity Prediction