Prof. Erkang Cheng Profile

Prof. Erkang Cheng

at Institute of Intelligent Machines CAS

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Author

Publications (7)

Proceedings Article | 4 April 2022 Presentation + Paper

Efficient network with ghost tied block for heart segmentation

Yuhao Guo, Bin Cai, Pengpeng Liang, Kaifeng Wang, Zhiyong Sun, Chi Xiong, Bo Song, Chaoshi Niu, Erkang Cheng

Proceedings Volume 12032, 120320A (2022) https://doi.org/10.1117/12.2605538

KEYWORDS: Convolution, Image segmentation, 3D modeling, Heart, Convolutional neural networks

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Proceedings Article | 29 March 2016 Paper

Trabecular bone texture classification using wavelet leaders

Zilong Zou, Jie Yang, Vasileios Megalooikonomou, Rachid Jennane, Erkang Cheng, Haibin Ling

Proceedings Volume 9788, 97880E (2016) https://doi.org/10.1117/12.2216452

KEYWORDS: Wavelets, Bone, Image classification, Statistical analysis, Machine learning, Pattern recognition, Radiography, Analytical research, Biomedical optics, Medical imaging, Seaborgium

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Proceedings Article | 21 March 2016 Paper

Learning-based landmarks detection for osteoporosis analysis

Erkang Cheng, Ling Zhu, Jie Yang, Azhari Azhari, Suhardjo Sitam, Xin Liang, Vasileios Megalooikonomou, Haibin Ling

Proceedings Volume 9784, 97841X (2016) https://doi.org/10.1117/12.2216455

KEYWORDS: Radiography, Machine learning, Pattern recognition, Machine vision, Computer vision technology, Medicine, Lithium, Image analysis, Radiology, 3D image processing, Computed tomography, Medical imaging, Feature extraction

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Proceedings Article | 19 June 2014 Paper

Efficient feature extraction from wide-area motion imagery by MapReduce in Hadoop

Erkang Cheng, Liya Ma, Adam Blaisse, Erik Blasch, Carolyn Sheaff, Genshe Chen, Jie Wu, Haibin Ling

Proceedings Volume 9089, 90890J (2014) https://doi.org/10.1117/12.2054690

KEYWORDS: Feature extraction, Data processing, Machine vision, Image processing, Computer vision technology, Data modeling, Clouds, Computer programming, Detection and tracking algorithms, Software development

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Proceedings Article | 23 February 2012 Paper

Automatic detection of apical roots in oral radiographs

Yi Wu, Fangfang Xie, Jie Yang, Erkang Cheng, Vasileios Megalooikonomou, Haibin Ling

Proceedings Volume 8315, 83152M (2012) https://doi.org/10.1117/12.911743

KEYWORDS: Sensors, X-ray imaging, X-rays, Detection and tracking algorithms, Machine learning, Radiography, Medical imaging, Facial recognition systems, Computer aided diagnosis and therapy, Wavelets

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Proceedings Article | 23 February 2012 Paper

Computer aided periapical lesion diagnosis using quantized texture analysis

Yi Wu, Fangfang Xie, Jie Yang, Erkang Cheng, Vasileios Megalooikonomou, Haibin Ling

Proceedings Volume 8315, 831518 (2012) https://doi.org/10.1117/12.911500

KEYWORDS: X-ray imaging, X-rays, Image classification, Medical imaging, Image analysis, Sensors, Statistical analysis, Performance modeling, Visual process modeling, Image retrieval

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Proceedings Article | 15 March 2011 Paper

Automatic detection of regions of interest in mammographic images

Erkang Cheng, Haibin Ling, Predrag Bakic, Andrew D. Maidment, Vasileios Megalooikonomou

Proceedings Volume 7962, 79623J (2011) https://doi.org/10.1117/12.877667

KEYWORDS: Breast, Machine learning, Algorithm development, Wavelets, Image analysis, Breast cancer, Detection and tracking algorithms, Mammography, Medical imaging, Visualization

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Showing 5 of 7 publications

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