Mr. Jinfu Yang Profile

Jinfu Yang

at Beijing Univ of Technology

SPIE Involvement:

Author

Publications (8)

SPIE Journal Paper | 24 January 2024

Few-shot classification based on manifold metric learning

Qingzhen Shang, Jinfu Yang, Jiaqi Ma, Jiahui Zhang

JEI, Vol. 33, Issue 01, 013026, (January 2024) https://doi.org/10.1117/12.10.1117/1.JEI.33.1.013026

KEYWORDS: Machine learning, Matrices, Feature extraction, Education and training, Convolution, Prototyping, Deep learning, Data modeling, Mahalanobis distance, Statistical modeling

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SPIE Journal Paper | 13 February 2023

Online multiple object tracker with enhanced features

Jiaqi Ma, Jinfu Yang, Jiahui Zhang, Fuji Fu

JEI, Vol. 32, Issue 01, 013030, (February 2023) https://doi.org/10.1117/12.10.1117/1.JEI.32.1.013030

KEYWORDS: Object detection, Detection and tracking algorithms, Cameras, Feature extraction, Head, Matrices, Kinematics, Video, Data modeling, Deformation

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SPIE Journal Paper | 21 September 2022

Eliminating short-term dynamic elements for robust visual simultaneous localization and mapping using a coarse-to-fine strategy

fuji Fu, Jinfu Yang, Jiahui Zhang, Jiaqi Ma

JEI, Vol. 31, Issue 05, 053018, (September 2022) https://doi.org/10.1117/12.10.1117/1.JEI.31.5.053018

KEYWORDS: Visualization, Feature extraction, Cameras, Sun, Failure analysis, Dynamical systems, Detection and tracking algorithms, Robots, Imaging systems, Associative arrays

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SPIE Journal Paper | 9 September 2022

Multimodal based attention-pyramid for predicting pedestrian trajectory

Xue Yan, Jinfu Yang, Yubin Liu, Lin Song

JEI, Vol. 31, Issue 05, 053008, (September 2022) https://doi.org/10.1117/12.10.1117/1.JEI.31.5.053008

KEYWORDS: Visualization, Information visualization, Computer programming, Video, Photonic integrated circuits, Image fusion, Performance modeling, Data modeling, Information fusion, Neural networks

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SPIE Journal Paper | 25 February 2021

Long short-term memory improved Siamese network for robust target tracking

Yaping Li, Jinfu Yang, Zhiyong Li

JEI, Vol. 30, Issue 01, 013017, (February 2021) https://doi.org/10.1117/12.10.1117/1.JEI.30.1.013017

KEYWORDS: Detection and tracking algorithms, Video, Optical tracking, Lithium, Neural networks, Data modeling, Convolution, Visualization, Motion models, Video surveillance

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SPIE Journal Paper | 10 October 2018

DBRS²: dense boundary regression for semantic segmentation

Jinfu Yang, Jingling Zhang, Mingai Li, Meijie Wang

JEI, Vol. 27, Issue 05, 053033, (October 2018) https://doi.org/10.1117/12.10.1117/1.JEI.27.5.053033

KEYWORDS: Image segmentation, Convolution, Roads, Visualization, Sensors, Lithium, Intelligence systems, RGB color model, Dimension reduction, Imaging systems

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SPIE Journal Paper | 11 April 2017

Multi-channel and multi-scale mid-level image representation for scene classification

Jinfu Yang, Fei Yang, Guanghui Wang, Mingai Li

JEI, Vol. 26, Issue 02, 023018, (April 2017) https://doi.org/10.1117/12.10.1117/1.JEI.26.2.023018

KEYWORDS: Convolutional neural networks, Scene classification, Computer programming, Principal component analysis, Visualization, Image segmentation, Lithium, Image classification, Feature extraction, Image retrieval

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Proceedings Article | 15 November 2007 Paper

Efficient stellar spectral type classification for SDSS based on nonnegative matrix factorization

Jinfu Yang, Zhongtian Liu, Fuchao Wu

Proceedings Volume 6788, 678824 (2007) https://doi.org/10.1117/12.750756

KEYWORDS: Principal component analysis, Signal to noise ratio, Telescopes, Databases, Space telescopes, Electronics engineering, Pattern recognition, Astronomical telescopes, Absorption, Spectral data processing

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Showing 5 of 8 publications

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