Recent advances and trends in visual tracking: A review

Hanxuan Yang; Ling Shao; Feng Zheng; Liang Wang; Zhan Song

doi:10.1016/j.neucom.2011.07.024

Keywords

Computer scienceArtificial intelligenceTracking (education)Computer visionMotion (physics)Video trackingCategorizationFeature (linguistics)Eye trackingTask (project management)Object (grammar)PsychologyEngineering

Affiliated Institutions

Related Publications

Fast Online Object Tracking and Segmentation: A Unifying Approach

Qiang Wang , Li Zhang , Luca Bertinetto +2 more

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. Our method, du...

2019 2019 IEEE/CVF Conference on Computer ... 1497 citations

HOGgles: Visualizing Object Detection Features

Carl Vondrick , Aditya Khosla , Tomasz Malisiewicz +1 more

We introduce algorithms to visualize feature spaces used by object detectors. The tools in this paper allow a human to put on 'HOG goggles' and perceive the visual world as a HO...

2013 284 citations

Dynamic Head: Unifying Object Detection Heads with Attentions

Xiyang Dai , Yinpeng Chen , Bin Xiao +4 more

The complex nature of combining localization and classification in object detection has resulted in the flourished development of methods. Previous works tried to improve the pe...

2021 809 citations

High Performance Visual Tracking with Siamese Region Proposal Network

Bo Li , Junjie Yan , Wei Wu +2 more

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. Howe...

2018 2018 IEEE/CVF Conference on Computer ... 2844 citations

HyperNet: Towards Accurate Region Proposal Generation and Joint Object Detection

Tao Kong , Anbang Yao , Yurong Chen +1 more

Almost all of the current top-performing object detection networks employ region proposals to guide the search for object instances. State-of-the-art region proposal methods usu...

2016 833 citations

Publication Info

Year: 2011
Type: review
Volume: 74
Issue: 18
Pages: 3823-3831
Citations: 602
Access: Closed

External Links

View on DOI.org

Social Impact

Altmetric

Recent advances and trends in visual tracking: A review

PlumX Metrics

Social media, news, blog, policy document mentions

Citation Metrics

602

OpenAlex

Cite This

APA Style

                            
                                
                                    Hanxuan Yang, 
                                
                                    Ling Shao, 
                                
                                    Feng Zheng
                                
                                et al.
                            
                            (2011). 
                            Recent advances and trends in visual tracking: A review. 
                            Neurocomputing
                            , 74
                            (18)
                            , 3823-3831.
                            https://doi.org/10.1016/j.neucom.2011.07.024
                        

Identifiers

DOI: 10.1016/j.neucom.2011.07.024