Prof. Hua Yang Profile

Prof. Hua Yang

Associate Professor at Huazhong Univ of Science & Technology

SPIE Involvement:

Author

Publications (12)

SPIE Journal Paper | 6 September 2023

Transformer-based visual inspection algorithm for surface defects

Qinmiao Zhu, Jingyun Chang, Teng Liu, Yuhui Wang, Hua Yang

OE, Vol. 62, Issue 09, 094102, (September 2023) https://doi.org/10.1117/12.10.1117/1.OE.62.9.094102

KEYWORDS: Transformers, Image restoration, Image processing, Education and training, Reconstruction algorithms, Defect detection, Visual inspection, Windows, Head, Optical engineering

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SPIE Journal Paper | 27 March 2023

Dynamic attention-based detector and descriptor with effective and derivable loss for image matching

Hua Yang, Yuyang Jiang, Kaiji Huang, Zhouping Yin

JEI, Vol. 32, Issue 02, 023022, (March 2023) https://doi.org/10.1117/12.10.1117/1.JEI.32.2.023022

KEYWORDS: Education and training, Convolution, Feature extraction, Visualization, 3D modeling, Ablation, Matrices, 3D image reconstruction, Image retrieval, Design and modelling

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SPIE Journal Paper | 16 March 2018

Robust visual tracking based on deep convolutional neural networks and kernelized correlation filters

Hua Yang, Donghong Zhong, Chenyi Liu, Kaiyou Song, Zhouping Yin

JEI, Vol. 27, Issue 02, 023008, (March 2018) https://doi.org/10.1117/12.10.1117/1.JEI.27.2.023008

KEYWORDS: Detection and tracking algorithms, Optical tracking, Convolutional neural networks, Target detection, Image filtering, Electronic filtering, Californium, Video, Feature extraction, Sensors

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SPIE Journal Paper | 24 February 2017

Discriminative feature representation for image classification via multimodal multitask deep neural networks

Shuang Mei, Hua Yang, Zhouping Yin

JEI, Vol. 26, Issue 01, 013023, (February 2017) https://doi.org/10.1117/12.10.1117/1.JEI.26.1.013023

KEYWORDS: Image classification, Feature selection, Neural networks, Data modeling, Performance modeling, Feature extraction, Visual process modeling, Volume rendering, Computed tomography, Detection and tracking algorithms

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SPIE Journal Paper | 29 September 2016

Automatic barcode recognition method based on adaptive edge detection and a mapping model

Hua Yang, Lianzheng Chen, Yifan Chen, Yong Lee, Zhouping Yin

JEI, Vol. 25, Issue 05, 053019, (September 2016) https://doi.org/10.1117/12.10.1117/1.JEI.25.5.053019

KEYWORDS: Edge detection, Detection and tracking algorithms, Distortion, Databases, Image processing, Image compression, Data modeling, Associative arrays, Laser scanners, Signal detection

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Proceedings Article | 14 December 2015 Paper

Backward Euler-Maruyama method for a class of stochastic Markovian jump neural networks

Hua Yang, Jianguo Liu, Yi Liu, Xiaofeng Yue

Proceedings Volume 9813, 981319 (2015) https://doi.org/10.1117/12.2230042

KEYWORDS: Analytical research, Neural networks, Stochastic processes, Numerical analysis, Switching, Pattern recognition, Parallel computing, Image processing, Signal processing, Interference (communication)

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Proceedings Article | 14 December 2015 Paper

A modified density-based clustering algorithm and its implementation

Zhihua Ban, Jianguo Liu, Lulu Yuan, Hua Yang

Proceedings Volume 9813, 98130E (2015) https://doi.org/10.1117/12.2204778

KEYWORDS: Pattern recognition, Machine vision, Detection and tracking algorithms, Neodymium, Distance measurement, Electroluminescent displays, Machine learning, Image processing, Computing systems, Visual process modeling

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Proceedings Article | 9 December 2015 Paper

An adjustable frame-straddling image formation system for PIV application

Bing Zhang, Zhenxing Ouyang, Hua Yang

Proceedings Volume 9817, 98171B (2015) https://doi.org/10.1117/12.2228566

KEYWORDS: Image acquisition, Cameras, Particles, Imaging systems, Image transmission, Image processing, Control systems, Image quality, Error analysis, CCD cameras

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Proceedings Article | 9 December 2015 Paper

Development of embedded real-time and high-speed vision platform

Zhenxing Ouyang, Yimin Dong, Hua Yang

Proceedings Volume 9817, 981711 (2015) https://doi.org/10.1117/12.2228568

KEYWORDS: Digital signal processing, Target detection, Field programmable gate arrays, Image processing, Detection and tracking algorithms, Cameras, Algorithm development, Binary data, Imaging systems, Gaussian filters

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Proceedings Article | 9 December 2015 Paper

A non-linear camera calibration with modified teaching-learning-based optimization algorithm

Buyang Zhang, Hua Yang, Shuo Yang

Proceedings Volume 9817, 981714 (2015) https://doi.org/10.1117/12.2228597

KEYWORDS: Cameras, Calibration, Optimization (mathematics), Computer simulations, Distortion, 3D modeling, Imaging systems, Image processing, 3D image processing, Ions

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Proceedings Article | 9 December 2015 Paper

A real-time marking defect inspection method for IC chips

Hua Yang, Buyang Zhang, Yang Hu

Proceedings Volume 9817, 98170S (2015) https://doi.org/10.1117/12.2228808

KEYWORDS: Defect inspection, Inspection, Neural networks, Image segmentation, Feature extraction, Image processing, Optical character recognition, Printing, Image filtering, Packaging

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SPIE Journal Paper | 26 May 2015

Multiple deep convolutional neural networks averaging for face alignment

Shaohua Zhang, Hua Yang, Zhouping Yin

JEI, Vol. 24, Issue 03, 033013, (May 2015) https://doi.org/10.1117/12.10.1117/1.JEI.24.3.033013

KEYWORDS: Network architectures, Neural networks, Neurons, Facial recognition systems, Sensors, Eye, Optical alignment, Astatine, Spatial resolution, Convolutional neural networks

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Showing 5 of 12 publications

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