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Visual Tracking

59 papers with code · Computer Vision

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How to Train Your Energy-Based Model for Regression

4 May 2020fregu856/ebms_regression

While they are commonly employed for generative image modeling, recent work has applied EBMs also for regression tasks, achieving state-of-the-art performance on object detection and visual tracking.

OBJECT DETECTION VISUAL TRACKING

13
04 May 2020

High-Performance Long-Term Tracking with Meta-Updater

1 Apr 2020Daikenan/LTMU

Most top-ranked long-term trackers adopt the offline-trained Siamese architectures, thus, they cannot benefit from great progress of short-term trackers with online update.

VISUAL TRACKING

46
01 Apr 2020

AutoTrack: Towards High-Performance Visual Tracking for UAV with Automatic Spatio-Temporal Regularization

29 Mar 2020vision4robotics/AutoTrack

Considerable tests in the indoor practical scenarios have proven the effectiveness and versatility of our localization method.

VISUAL TRACKING

23
29 Mar 2020

Probabilistic Regression for Visual Tracking

27 Mar 2020visionml/pytracking

In this work, we therefore propose a probabilistic regression formulation and apply it to tracking.

VISUAL TRACKING

1,053
27 Mar 2020

Siamese Box Adaptive Network for Visual Tracking

15 Mar 2020hqucv/siamban

Most of the existing trackers usually rely on either a multi-scale searching scheme or pre-defined anchor boxes to accurately estimate the scale and aspect ratio of a target.

VISUAL TRACKING

39
15 Mar 2020

Keyfilter-Aware Real-Time UAV Object Tracking

11 Mar 2020vision4robotics/KAOT-tracker

Correlation filter-based tracking has been widely applied in unmanned aerial vehicle (UAV) with high efficiency.

OBJECT TRACKING SIMULTANEOUS LOCALIZATION AND MAPPING VISUAL TRACKING

6
11 Mar 2020

Deep Learning for Visual Tracking: A Comprehensive Survey

2 Dec 2019MMarvasti/Deep-Learning-for-Visual-Tracking-Survey

Second, popular visual tracking benchmarks and their respective properties are compared, and their evaluation metrics are summarized.

VISUAL TRACKING

16
02 Dec 2019

Siam R-CNN: Visual Tracking by Re-Detection

28 Nov 2019VisualComputingInstitute/SiamR-CNN

We present Siam R-CNN, a Siamese re-detection architecture which unleashes the full power of two-stage object detection approaches for visual object tracking.

OBJECT DETECTION VISUAL OBJECT TRACKING VISUAL TRACKING

61
28 Nov 2019

SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines

14 Nov 2019MegviiDetection/video_analyst

Following these guidelines, we design our Fully Convolutional Siamese tracker++ (SiamFC++) by introducing both classification and target state estimation branch(G1), classification score without ambiguity(G2), tracking without prior knowledge(G3), and estimation quality score(G4).

VISUAL TRACKING

313
14 Nov 2019

ROI Pooled Correlation Filters for Visual Tracking

CVPR 2019 rumsyx/RPCF

The ROI (region-of-interest) based pooling method performs pooling operations on the cropped ROI regions for various samples and has shown great success in the object detection methods.

OBJECT DETECTION VISUAL TRACKING

9
05 Nov 2019