Browse > Computer Vision > Video > Visual Object Tracking

Visual Object Tracking

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

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Latest papers with code

Boundary Effect-Aware Visual Tracking for UAV with Online Enhanced Background Learning and Multi-Frame Consensus Verification

10 Aug 2019vision4robotics/BEVT-tracker

Meanwhile, convolutional features are extracted to provide a more comprehensive representation of the object.

VISUAL OBJECT TRACKING VISUAL TRACKING

2
10 Aug 2019

Joint Group Feature Selection and Discriminative Filter Learning for Robust Visual Object Tracking

30 Jul 2019XU-TIANYANG/GFS-DCF

We propose a new Group Feature Selection method for Discriminative Correlation Filters (GFS-DCF) based visual object tracking.

FEATURE SELECTION VISUAL OBJECT TRACKING

13
30 Jul 2019

Tracking Holistic Object Representations

21 Jul 2019xl-sr/THOR

The framework leverages the idea of obtaining additional object templates during the tracking process.

VISUAL OBJECT TRACKING VISUAL TRACKING

57
21 Jul 2019

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

303
07 May 2019

SiamVGG: Visual Tracking using Deeper Siamese Networks

7 Feb 2019zllrunning/SiameseX.PyTorch

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

165
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

345
07 Jan 2019

SiamRPN++: Evolution of Siamese Visual Tracking with Very Deep Networks

CVPR 2019 STVIR/pysot

Moreover, we propose a new model architecture to perform depth-wise and layer-wise aggregations, which not only further improves the accuracy but also reduces the model size.

VISUAL OBJECT TRACKING VISUAL TRACKING

2,475
31 Dec 2018

Fast Online Object Tracking and Segmentation: A Unifying Approach

CVPR 2019 foolwood/SiamMask

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

1,864
12 Dec 2018

Robust Visual Tracking using Multi-Frame Multi-Feature Joint Modeling

19 Nov 2018dscv-lab/KMF2JMTtracking

It remains a huge challenge to design effective and efficient trackers under complex scenarios, including occlusions, illumination changes and pose variations.

MULTI-TASK LEARNING MULTI-VIEW LEARNING VISUAL OBJECT TRACKING VISUAL TRACKING

1
19 Nov 2018

Towards a Better Match in Siamese Network Based Visual Object Tracker

5 Sep 201877695/Siam-BM

Recently, Siamese network based trackers have received tremendous interest for their fast tracking speed and high performance.

VISUAL OBJECT TRACKING

5
05 Sep 2018