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object tracking (12) 12
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IEEE Transactions on Circuits and Systems for Video Technology, ISSN 1051-8215, 1/2019, pp. 1 - 1
Discriminative Correlation filter (DCF) based trackers have recently exhibited high efficiency and impressive robustness to challenging factors such as... 
Siamese network | Visualization | Correlation | Target tracking | correlation filter | Benchmark testing | Feature extraction | Real-time systems | complementary tracking
Journal Article
Signal Processing. Image Communication, ISSN 0923-5965, 05/2018, Volume 64, p. 107
Correlation filter and Siamese network based methods are popular in visual tracking due to their competitive performance in both precision and efficiency.... 
Optical tracking | Correlation | Target recognition | Correlation analysis | Neural networks | Signal processing
Journal Article
Neurocomputing, ISSN 0925-2312, 10/2019
Journal Article
IEEE Sensors Journal, ISSN 1530-437X, 03/2019, Volume 19, Issue 5, pp. 1961 - 1968
Journal Article
IEEE Signal Processing Letters, ISSN 1070-9908, 12/2018, Volume 25, Issue 12, pp. 1815 - 1819
Recently, the performance advancement of discriminative correlation filter (DCF) based trackers is predominantly driven by the use of deep convolutional... 
Correlation | Target tracking | Correlation filters | channel attention | Network architecture | Feature extraction | Information filters | Convolutional neural networks | feature integration | Feature integration | Channel attention | ENGINEERING, ELECTRICAL & ELECTRONIC | Weight | Artificial neural networks
Journal Article
IEEE Sensors Journal, ISSN 1530-437X, 09/2018, Volume 18, Issue 18, pp. 7721 - 7729
Recently, discriminative correlation filters (DCFs) have achieved enormous popularity in the tracking community due to high accuracy and beyond real-time... 
Training | Correlation | Target tracking | Visual tracking | Convolution | correlation filter | boundary effect | Robustness | Standards | model complexity | INSTRUMENTS & INSTRUMENTATION | PHYSICS, APPLIED | OBJECT TRACKING | ENGINEERING, ELECTRICAL & ELECTRONIC | Real time | Regularization | Weight
Journal Article
Information Sciences, ISSN 0020-0255, 11/2019, Volume 503, pp. 169 - 182
Visual object tracking is as a critical function for many computer vision tasks such as motion analysis, event detection and action recognition. Recently,... 
Siamese network | Semantic background | Target objectness model | Target template model | CORRELATION FILTERS | COMPUTER SCIENCE, INFORMATION SYSTEMS | OBJECT TRACKING | Military electronics industry | Models | Algorithms | Machine vision | Analysis
Journal Article
Machine Vision and Applications, ISSN 0932-8092, 4/2019, Volume 30, Issue 3, pp. 519 - 528
Journal Article
Signal, Image and Video Processing, ISSN 1863-1703, 02/2019, Volume 13, Issue 1, pp. 35 - 42
Matching-based tracking has drawn increasingly interest in the object tracking field, among which SiamFC tracker shows great potentials in achieving high... 
SiamFC | Similar distractor | Semantics | Hyper-Siamese | IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY | OBJECT TRACKING | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
2018 24th International Conference on Pattern Recognition (ICPR), ISSN 1051-4651, 08/2018, Volume 2018-, pp. 1652 - 1657
Recently, Discriminative Correlation Filters (DCF) have achieved enormous popularity in the tracking community due to high efficiency and fair robustness. With... 
Training | Correlation | Tracking | Estimation | Benchmark testing | Mathematical model | Standards
Conference Proceeding
Signal Processing: Image Communication, ISSN 0923-5965, 05/2018, Volume 64, pp. 107 - 117
Correlation filter and Siamese network based methods are popular in visual tracking due to their competitive performance in both precision and efficiency.... 
Siamese network | SiamFC | Correlation filter | Similar category distractor | Object tracking | ENGINEERING, ELECTRICAL & ELECTRONIC | Military electronics industry | Analysis | Algorithms
Journal Article
IEEE Sensors Journal, ISSN 1530-437X, 10/2019, Volume 19, Issue 20, pp. 9522 - 9531
Recently, the surge of depth sensors makes RGBD data available and facilitates the development of RGBD tracking. Inspired by the popularity of discriminative... 
Target tracking | Microsoft Windows | Correlation | Image color analysis | target-aware segmentation | DCF | Feature extraction | feature reweighting | RGBD tracking | Videos | occlusion detection | INSTRUMENTS & INSTRUMENTATION | PHYSICS, APPLIED | OBJECT TRACKING | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Journal of Visual Communication and Image Representation, ISSN 1047-3203, 02/2018, Volume 51, pp. 104 - 111
Visual tracking is a fundamental component for high-level video understanding problems such as motion analysis, event detection and action recognition.... 
Target likelihood | Correlation filter | Window adaptation | COMPUTER SCIENCE, SOFTWARE ENGINEERING | COMPUTER SCIENCE, INFORMATION SYSTEMS | OBJECT TRACKING
Journal Article
Image and Vision Computing, ISSN 0262-8856, 12/2018, Volume 80, pp. 92 - 101
In recent years, Discriminative Correlation Filters (DCFs) based trackers have achieved continuous performance improvement due to sophisticated learning models... 
Correlation filter | Feature compression | Spatial constraints | COMPUTER SCIENCE, SOFTWARE ENGINEERING | COMPUTER SCIENCE, THEORY & METHODS | OPTICS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | OBJECT TRACKING | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Journal of Visual Communication and Image Representation, ISSN 1047-3203, 01/2019, Volume 58, pp. 149 - 159
Discriminative Correlation Filters (DCF) have achieved enormous popularity in the tracking community. Generally, DCF based trackers assume that the target can... 
Target likelihood map | Correlation filter | Visual tracking | COMPUTER SCIENCE, SOFTWARE ENGINEERING | COMPUTER SCIENCE, INFORMATION SYSTEMS | OBJECT TRACKING
Journal Article
IEEE Access, ISSN 2169-3536, 2019, Volume 7, pp. 25915 - 25923
Convolutional neural networks are powerful models that yield hierarchies of features. In the paper, we present a new approach for general object tracking based... 
Training | FCN | updating strategy | Visualization | Target tracking | Correlation | feature fusion | Semantics | two-step training | Feature extraction | pixel-wise objectness | INTELLIGENT SURVEILLANCE | COMPUTER SCIENCE, INFORMATION SYSTEMS | TELECOMMUNICATIONS | OBJECT TRACKING | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
IEEE Access, ISSN 2169-3536, 2018, Volume 6, pp. 14357 - 14366
Discriminative correlation filter (DCF) has attracted enormous popularity among the tracking community. Standard DCF based trackers easily achieve real-time... 
Visualization | correlation tracking | Correlation | Target tracking | Convolution | Feature extraction | Real-time systems | coarse-to-fine tracking | Standards | Collaborative tracking | COMPUTER SCIENCE, INFORMATION SYSTEMS | TELECOMMUNICATIONS | OBJECT TRACKING | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Optik, ISSN 0030-4026, 10/2018, Volume 171, pp. 904 - 917
Due to the superiority in handling label ambiguity, multiple instance learning (MIL) has been introduced into adaptive tracking-by-detection methods to... 
Visual tracking | Bag probability function | Multiple instance learning | Spatio-temporal weight | OPTICS
Journal Article
Journal of Electronic Imaging, ISSN 1017-9909, 5/2017, Volume 26, Issue 3, pp. 033003 - 033003
Correlation filter-based tracking has exhibited impressive robustness and accuracy in recent years. Standard correlation filter-based trackers are restricted... 
scale estimation | log-polar mapping | adaptive target response | correlation filter | IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY | OPTICS | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2019, Volume 11133, pp. 469 - 495
Conference Proceeding
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