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Visual Object Tracking

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

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Fast Online Object Tracking and Segmentation: A Unifying Approach

CVPR 2019 Qiang Wang et al

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.

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

01 Jun 2019

SPM-Tracker: Series-Parallel Matching for Real-Time Visual Object Tracking

CVPR 2019 Guangting Wang et al

The two stages are connected in series as the input proposals of the FM stage are generated by the CM stage.

VISUAL OBJECT TRACKING

01 Jun 2019

Physical Adversarial Textures that Fool Visual Object Tracking

24 Apr 2019Rey Reza Wiyatno et al

We present a system for generating inconspicuous-looking textures that, when displayed in the physical world as digital or printed posters, cause visual object tracking systems to become confused.

VISUAL OBJECT TRACKING

24 Apr 2019

SPM-Tracker: Series-Parallel Matching for Real-Time Visual Object Tracking

CVPR 2019 Guangting Wang et al

The two stages are connected in series as the input proposals of the FM stage are generated by the CM stage.

VISUAL OBJECT TRACKING

09 Apr 2019

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

CVPR 2019 Bo Li et al

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

31 Dec 2018

Handcrafted and Deep Trackers: Recent Visual Object Tracking Approaches and Trends

6 Dec 2018Mustansar Fiaz et al

In order to overcome the drawbacks of the existing benchmarks, a new benchmark Object Tracking and Temple Color (OTTC) has also been proposed and used in the evaluation of different algorithms.

AUTONOMOUS VEHICLES VISUAL OBJECT TRACKING

06 Dec 2018

Multi-hierarchical Independent Correlation Filters for Visual Tracking

26 Nov 2018Shuai Bai et al

For visual tracking, most of the traditional correlation filters (CF) based methods suffer from the bottleneck of feature redundancy and lack of motion information.

MOTION ESTIMATION VISUAL OBJECT TRACKING VISUAL TRACKING

26 Nov 2018

Visual Object Tracking based on Adaptive Siamese and Motion Estimation Network

29 Sep 2018Hossein Kashiani et al

Visual object tracking is one of the interesting and important areas in computer vision that achieves remarkable improvements in recent years.

MOTION ESTIMATION VISUAL OBJECT TRACKING

29 Sep 2018

Towards a Better Match in Siamese Network Based Visual Object Tracker

5 Sep 2018Anfeng He et al

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

VISUAL OBJECT TRACKING

05 Sep 2018

A Novel Low-cost FPGA-based Real-time Object Tracking System

16 Apr 2018Peng Gao et al

In current visual object tracking system, the CPU or GPU-based visual object tracking systems have high computational cost and consume a prohibitive amount of power.

VISUAL OBJECT TRACKING

16 Apr 2018