Browse > Computer Vision > Video > Visual Object Tracking

Visual Object Tracking

16 papers with code · Computer Vision
Subtask of Video · Object Tracking

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Latest papers with code

LightTrack: A Generic Framework for Online Top-Down Human Pose Tracking

7 May 2019Guanghan/lighttrack

To the best of our knowledge, this is the first paper to propose an online human pose tracking framework in a top-down fashion.

POSE ESTIMATION POSE TRACKING VISUAL OBJECT TRACKING

246
07 May 2019

SiamVGG: Visual Tracking using Deeper Siamese Networks

7 Feb 2019leeyeehoo/SiamVGG

It combines a Convolutional Neural Network (CNN) backbone and a cross-correlation operator, and takes advantage of the features from exemplary images for more accurate object tracking.

VISUAL OBJECT TRACKING VISUAL TRACKING

47
07 Feb 2019

Deeper and Wider Siamese Networks for Real-Time Visual Tracking

CVPR 2019 researchmm/SiamDW

Siamese networks have drawn great attention in visual tracking because of their balanced accuracy and speed.

REAL-TIME VISUAL TRACKING VISUAL OBJECT TRACKING

226
07 Jan 2019

Fast Online Object Tracking and Segmentation: A Unifying Approach

CVPR 2019 suzhengpeng/-

In this paper we illustrate how to perform both visual object tracking and semi-supervised video object segmentation, in real-time, with a single simple approach.

REAL-TIME VISUAL TRACKING SEMI-SUPERVISED SEMANTIC SEGMENTATION SEMI-SUPERVISED VIDEO OBJECT SEGMENTATION VISUAL OBJECT TRACKING

0
12 Dec 2018

Distractor-aware Siamese Networks for Visual Object Tracking

ECCV 2018 foolwood/DaSiamRPN

During the off-line training phase, an effective sampling strategy is introduced to control this distribution and make the model focus on the semantic distractors.

VISUAL OBJECT TRACKING VISUAL TRACKING

821
18 Aug 2018

High Performance Visual Tracking With Siamese Region Proposal Network

CVPR 2018 zkisthebest/Siamese-RPN

Visual object tracking has been a fundamental topic in recent years and many deep learning based trackers have achieved state-of-the-art performance on multiple benchmarks.

VISUAL OBJECT TRACKING VISUAL TRACKING

173
01 Jun 2018

Visual Object Tracking: The Initialisation Problem

3 May 2018georgedeath/initialisation-problem

This BB may contain a large number of background pixels in addition to the object and can lead to parts-based tracking algorithms initialising their object models in background regions of the BB.

VISUAL OBJECT TRACKING

10
03 May 2018

Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking

CVPR 2018 lifeng9472/STRCF

Compared with SRDCF, STRCF with hand-crafted features provides a 5 times speedup and achieves a gain of 5. 4% and 3. 6% AUC score on OTB-2015 and Temple-Color, respectively.

VISUAL OBJECT TRACKING VISUAL TRACKING

101
23 Mar 2018

Robust Estimation of Similarity Transformation for Visual Object Tracking

14 Dec 2017ihpdep/LDES

In order to efficiently search in such a large 4-DoF space in real-time, we formulate the problem into two 2-DoF sub-problems and apply an efficient Block Coordinates Descent solver to optimize the estimation result.

VISUAL OBJECT TRACKING

66
14 Dec 2017
4
02 Aug 2017