Heng-Da Cheng

ORCID

Publication Activity (10 Years)

Years Active: 1985-2021
Publications (10 Years): 36

Top Venues

Publications

Fei Xu, Yingtao Zhang, Heng-Da Cheng, Boyu Zhang, Jianrui Ding, Chunping Ning, Ying Wang
Tumor saliency estimation for breast ultrasound images via breast anatomy modeling. Artif. Intell. Medicine 119 (2021)
Kuan Huang, Yingtao Zhang, Heng-Da Cheng, Ping Xing
MSF-GAN: Multi-Scale Fuzzy Generative Adversarial Network for Breast Ultrasound Image Segmentation. EMBC (2021)
Kuan Huang, Yingtao Zhang, Heng-Da Cheng, Ping Xing
Shape-Adaptive Convolutional Operator for Breast Ultrasound Image Segmentation. ICME (2021)
Changfa Shi, Min Xian, Xiancheng Zhou, Haotian Wang, Heng-Da Cheng
Multi-slice low-rank tensor decomposition based multi-atlas segmentation: Application to automatic pathological liver CT segmentation. Medical Image Anal. 73 (2021)
Hongjiao Guan, Yingtao Zhang, Min Xian, Heng-Da Cheng, Xianglong Tang
SMOTE-WENN: Solving class imbalance and small sample problems by oversampling and distance scaling. Appl. Intell. 51 (3) (2021)
Changfa Shi, Min Xian, Xiancheng Zhou, Haotian Wang, Heng-Da Cheng
Multi-Slice Low-Rank Tensor Decomposition Based Multi-Atlas Segmentation: Application to Automatic Pathological Liver CT Segmentation. CoRR (2021)
Xiankun Yan, Jianrui Ding, Heng-Da Cheng
A Novel Adaptive Fuzzy Deep Learning Approach for Histopathologic Cancer Detection. EMBC (2021)
Kaige Zhang, Yingtao Zhang, Heng-Da Cheng
CrackGAN: Pavement Crack Detection Using Partially Accurate Ground Truths Based on Generative Adversarial Learning. IEEE Trans. Intell. Transp. Syst. 22 (2) (2021)
Kuan Huang, Yingtao Zhang, Heng-Da Cheng, Ping Xing, Boyu Zhang
Semantic segmentation of breast ultrasound image with fuzzy deep learning network and breast anatomy constraints. Neurocomputing 450 (2021)
Kuan Huang, Yingtao Zhang, Heng-Da Cheng, Ping Xing, Boyu Zhang
Semantic Segmentation of Breast Ultrasound Image with Pyramid Fuzzy Uncertainty Reduction and Direction Connectedness Feature. ICPR (2020)
Hongjiao Guan, Yingtao Zhang, Heng-Da Cheng, Xianglong Tang
Bounded-abstaining classification for breast tumors in imbalanced ultrasound images. Int. J. Appl. Math. Comput. Sci. 30 (2) (2020)
Yingtao Zhang, Yan Liu, Heng-Da Cheng, Ziyao Li, Cong Liu
Fully multi-target segmentation for breast ultrasound image based on fully convolutional network. Medical Biol. Eng. Comput. 58 (9) (2020)
Fei Xu, Yingtao Zhang, Heng-Da Cheng, Jianrui Ding, Boyu Zhang, Chunping Ning, Ying Wang
Breast Anatomy Enriched Tumor Saliency Estimation. ICPR (2020)
Kaige Zhang, Yingtao Zhang, Heng-Da Cheng
Self-Supervised Structure Learning for Crack Detection Based on Cycle-Consistent Generative Adversarial Networks. J. Comput. Civ. Eng. 34 (3) (2020)
Yingjie Zhang, Jianxing Xu, Heng-Da Cheng
AdaBoost-based conformal prediction with high efficiency. Int. J. High Perform. Comput. Netw. 13 (4) (2019)
Kaige Zhang, Yingtao Zhang, Heng-Da Cheng
CrackGAN: A Labor-Light Crack Detection Approach Using Industrial Pavement Images Based on Generative Adversarial Learning. CoRR (2019)
Hongjiao Guan, Yingtao Zhang, Heng-Da Cheng, Min Xian, Xianglong Tang
BA2Cs: Bounded abstaining with two constraints of reject rates in binary classification. Neurocomputing 357 (2019)
Fei Xu, Yingtao Zhang, Min Xian, Heng-Da Cheng, Boyu Zhang, Jianrui Ding, Chunping Ning, Ying Wang
Breast Anatomy Enriched Tumor Saliency Estimation. CoRR (2019)
Kuan Huang, Yingtao Zhang, Heng-Da Cheng, Ping Xing, Boyu Zhang
Fuzzy Semantic Segmentation of Breast Ultrasound Image with Breast Anatomy Constraints. CoRR (2019)
Fei Xu, Yingtao Zhang, Min Xian, Heng-Da Cheng, Boyu Zhang, Jianrui Ding, Chunping Ning, Ying Wang
Tumor Saliency Estimation for Breast Ultrasound Images via Breast Anatomy Modeling. CoRR (2019)
Kuan Huang, Heng-Da Cheng, Yingtao Zhang, Boyu Zhang, Ping Xing, Chunping Ning
Medical Knowledge Constrained Semantic Breast Ultrasound Image Segmentation. ICPR (2018)
Boyu Zhang, Yingtao Zhang, Heng-Da Cheng, Min Xian, Shan Gai, Olivia Cheng, Kuan Huang
Computer-Aided Knee Joint Magnetic Resonance Image Segmentation - A Survey. CoRR (2018)
Kaige Zhang, Heng-Da Cheng, Shan Gai
Efficient Dense-Dilation Network for Pavement Cracks Detection with Large Input Image Size. ITSC (2018)
Fei Xu, Min Xian, Yingtao Zhang, Kuan Huang, Heng-Da Cheng, Boyu Zhang, Jianrui Ding, Chunping Ning, Ying Wang
A Hybrid Framework for Tumor Saliency Estimation. ICPR (2018)
Min Xian, Yingtao Zhang, Heng-Da Cheng, Fei Xu, Kuan Huang, Boyu Zhang, Jianrui Ding, Chunping Ning, Ying Wang
A Benchmark for Breast Ultrasound Image Segmentation (BUSIS). CoRR (2018)
Min Xian, Yingtao Zhang, Heng-Da Cheng, Fei Xu, Boyu Zhang, Jianrui Ding
Automatic breast ultrasound image segmentation: A survey. Pattern Recognit. 79 (2018)
Hongjiao Guan, Yingtao Zhang, Heng-Da Cheng, Xianglong Tang
Abstaining Classification When Error Costs are Unequal and Unknown. CoRR (2018)
Kaige Zhang, Heng-Da Cheng, Boyu Zhang
Unified Approach to Pavement Crack and Sealed Crack Detection Using Preclassification Based on Transfer Learning. J. Comput. Civ. Eng. 32 (2) (2018)
Fei Xu, Min Xian, Yingtao Zhang, Kuan Huang, Heng-Da Cheng, Boyu Zhang, Jianrui Ding, Chunping Ning, Ying Wang
A Hybrid Framework for Tumor Saliency Estimation. CoRR (2018)
Kaige Zhang, Heng-Da Cheng
A Novel Pavement Crack Detection Approach Using Pre-selection Based on Transfer Learning. ICIG (1) (2017)
Min Xian, Yingtao Zhang, Heng-Da Cheng, Fei Xu, Boyu Zhang, Jianrui Ding
Automatic Breast Ultrasound Image Segmentation: A Survey. CoRR (2017)
Chenguang Liu, Heng-Da Cheng, Yingtao Zhang, Yuxuan Wang, Min Xian
Robust multiple cue fusion-based high-speed and nonrigid object tracking algorithm for short track speed skating. J. Electronic Imaging 25 (1) (2016)
Fei Xu, Min Xian, Heng-Da Cheng, Jianrui Ding, Yingtao Zhang
Unsupervised saliency estimation based on robust hypotheses. WACV (2016)
Min Xian, Fei Xu, Heng-Da Cheng, Yingtao Zhang, Jianrui Ding
EISeg: Effective interactive segmentation. ICPR (2016)
Min Xian, Yingtao Zhang, Heng-Da Cheng, Fei Xu, Jianrui Ding
Neutro-Connectedness Cut. IEEE Trans. Image Process. 25 (10) (2016)
Hongjiao Guan, Yingtao Zhang, Min Xian, Heng-Da Cheng, Xianglong Tang
WENN for individualized cleaning in imbalanced data. ICPR (2016)
Jianrui Ding, Min Xian, Heng-Da Cheng, Yang Li, Fei Xu, Yingtao Zhang
An algorithm for Left Atrial Thrombi detection using Transesophageal Echocardiography. CoRR (2015)
Haoyang Shao, Yingtao Zhang, Min Xian, Heng-Da Cheng, Fei Xu, Jianrui Ding
A saliency model for automated tumor detection in breast ultrasound images. ICIP (2015)
Min Xian, Yingtao Zhang, Heng-Da Cheng, Fei Xu, Jianrui Ding
Neutro-Connectedness Cut. CoRR (2015)
Min Xian, Yingtao Zhang, Heng-Da Cheng
Fully automatic segmentation of breast ultrasound images based on breast characteristics in space and frequency domains. Pattern Recognit. 48 (2) (2015)
Jianrui Ding, Min Xian, Heng-Da Cheng, Yingtao Zhang, Fei Xu
An algorithm based on LBPV and MIL for left atrial thrombi detection using transesophageal echocardiography. ICIP (2015)
Yuxuan Wang, Heng-Da Cheng, Juan Shan
Multiplayer tracking system for short track speed skating. IET Comput. Vis. 8 (6) (2014)
Jianrui Ding, Heng-Da Cheng, Jianhua Huang, Yingtao Zhang
Multiple-instance learning with global and local features for thyroid ultrasound image classification. BMEI (2014)
Rongrong Ni, Heng-Da Cheng, Yao Zhao, Lize Chen
Adaptive reversible watermarking using trimmed prediction and pixel-selection-based sorting. ChinaSIP (2014)
Min Xian, Heng-Da Cheng, Yingtao Zhang
A Fully Automatic Breast Ultrasound Image Segmentation Approach Based on Neutro-Connectedness. ICPR (2014)
Rongrong Ni, Heng-Da Cheng, Yao Zhao, Yu Hou
High Capacity Reversible Watermarking for Images Based on Classified Neural Network. SCIA (2013)
Chenguang Liu, Heng-Da Cheng, Vicki H. Allan
Articulated human pose tracking based on game theory. ICIP (2013)
Rongrong Ni, Heng-Da Cheng, Yao Zhao, Zhitong Zhang, Rui Liu
Reversible Image Watermarking Based on Neural Network and Parity Property. MUE (2013)
Yan Liu, Heng-Da Cheng, Jianhua Huang, Yingtao Zhang, Xianglong Tang, Jiawei Tian
An Effective Non-rigid Registration Approach for Ultrasound Image Based On "Demons" Algorithm. J. Digit. Imaging 26 (3) (2013)
Songbo Liu, Heng-Da Cheng, Yan Liu, Jianhua Huang, Yingtao Zhang, Xianglong Tang
An effective computer aided diagnosis system using B-Mode and color Doppler flow imaging for breast cancer. VCIP (2013)
Yingtao Zhang, Heng-Da Cheng, Jianhua Huang, Xianglong Tang
A Novel Metric for Image Denoising Algorithms. IScIDE (2013)
Yanhui Guo, Heng-Da Cheng
Image noise removal approach based on subpixel anisotropic diffusion. J. Electronic Imaging 21 (3) (2012)
Jianrui Ding, Heng-Da Cheng, Jianhua Huang, Jiafeng Liu, Yingtao Zhang
Breast Ultrasound Image Classification Based on Multiple-Instance Learning. J. Digit. Imaging 25 (5) (2012)
Yingtao Zhang, Heng-Da Cheng, Jianhua Huang, Xianglong Tang
An effective and objective criterion for evaluating the performance of denoising filters. Pattern Recognit. 45 (7) (2012)
Heng-Da Cheng, Yingtao Zhang
Detecting of contrast over-enhancement. ICIP (2012)
Yan Liu, Heng-Da Cheng, Jianhua Huang, Yingtao Zhang, Xianglong Tang, Jin-Wen Tian, Yajie Wang
Computer Aided Diagnosis System for Breast Cancer Based on Color Doppler Flow Imaging. J. Medical Syst. 36 (6) (2012)
Yan Liu, Heng-Da Cheng, Jianhua Huang, Yingtao Zhang, Xianglong Tang
An Effective Approach of Lesion Segmentation Within the Breast Ultrasound Image Based on the Cellular Automata Principle. J. Digit. Imaging 25 (5) (2012)
Xiangjun Shi, Heng-Da Cheng, Liming Hu, Wen Ju, Jiawei Tian
Detection and classification of masses in breast ultrasound images. Digit. Signal Process. 20 (3) (2010)
Ping Guo, Zhenjiang Miao, Heng-Da Cheng
Masks based human action detection in crowded videos. ICIP (2010)
Heng-Da Cheng, Juan Shan, Wen Ju, Yanhui Guo, Ling Zhang
Automated breast cancer detection and classification using ultrasound images: A survey. Pattern Recognit. 43 (1) (2010)
Jia Li, Zhenjiang Miao, Heng-Da Cheng, Dianyong Zhang
Unsynchronized markerless motion capture with sharp illumination changes. ICIP (2010)
Ying Wang, Hong Wang, Yanhui Guo, Chunping Ning, Bo Liu, Heng-Da Cheng, Jiawei Tian
Novel Computer-Aided Diagnosis Algorithms on Ultrasound Image: Effects on Solid Breast Masses Discrimination. J. Digit. Imaging 23 (5) (2010)
Yingtao Zhang, Heng-Da Cheng, Jiawei Tian, Jianhua Huang
A novel speckle reduction and contrast enhancement method based on fuzzy anisotropic diffusion. ICIP (2010)
Juan Shan, Yuxuan Wang, Heng-Da Cheng
Completely automatic segmentation for breast ultrasound using multiple-domain features. ICIP (2010)
Bo Liu, Heng-Da Cheng, Jianhua Huang, Jiawei Tian, Xianglong Tang, Jiafeng Liu
Probability density difference-based active contour for ultrasound image segmentation. Pattern Recognit. 43 (6) (2010)
Bo Liu, Heng-Da Cheng, Jianhua Huang, Jiawei Tian, Xianglong Tang, Jiafeng Liu
Fully automatic and segmentation-robust classification of breast tumors based on local texture analysis of ultrasound images. Pattern Recognit. 43 (1) (2010)
Yingtao Zhang, Heng-Da Cheng, Jiawei Tian, Jianhua Huang, Xianglong Tang
Fractional subpixel diffusion and fuzzy logic approach for ultrasound speckle reduction. Pattern Recognit. 43 (8) (2010)
Heng-Da Cheng, Rui Min, Ming Zhang
Automatic wavelet base selection and its application to contrast enhancement. Signal Process. 90 (4) (2010)
Ming Zhang, Ling Zhang, Heng-Da Cheng
A neutrosophic approach to image segmentation based on watershed method. Signal Process. 90 (5) (2010)
Ping Guo, Zhenjiang Miao, Yuan Shen, Heng-Da Cheng
Real Time Human Action Recognition in a Long Video Sequence. AVSS (2010)
Heng-Da Cheng, Yanhui Guo, Yingtao Zhang
A novel Hough transform based on eliminating particle swarm optimization and its applications. Pattern Recognit. 42 (9) (2009)
Rui Min, Heng-Da Cheng
Effective image retrieval using dominant color descriptor and fuzzy support vector machine. Pattern Recognit. 42 (1) (2009)
GuoJun Liu, Xianglong Tang, Heng-Da Cheng, Jianhua Huang, Jiafeng Liu
A novel approach for tracking high speed skaters in sports using a panning camera. Pattern Recognit. 42 (11) (2009)
Heng-Da Cheng, Xiaopeng Cai, Rui Min
A novel approach to color normalization using neural network. Neural Comput. Appl. 18 (3) (2009)
Yanhui Guo, Heng-Da Cheng
New neutrosophic approach to image segmentation. Pattern Recognit. 42 (5) (2009)
Wen Ju, Juan Shan, Changhui Yan, Heng-Da Cheng
Discrimination of disease-related non-synonymous single nucleotide polymorphisms using multi-scale RBF kernel fuzzy support vector machine. Pattern Recognit. Lett. 30 (4) (2009)
Liang Wang, Hongxun Yao, Heng-Da Cheng
Effective and Automatic Calibration Using Concentric Circles. Int. J. Pattern Recognit. Artif. Intell. 22 (7) (2008)
Yuxuan Wang, Heng-Da Cheng, Juan Shan
Detecting shadows of moving vehicles based on HMM. ICPR (2008)
Juan Shan, Heng-Da Cheng, Yuxuan Wang
A novel automatic seed point selection algorithm for breast ultrasound images. ICPR (2008)
Liming Hu, Heng-Da Cheng, Ming Zhang
A high performance edge detector based on fuzzy inference rules. Inf. Sci. 177 (21) (2007)
Maotang Li, Heng-Da Cheng, Yejun Wang
Novel Airborne Real-Time Survey System. IEEE Trans. Instrum. Meas. 56 (6) (2007)
Shujun Fu, Qiuqi Ruan, Wenqia Wang, Fuzheng Gao, Heng-Da Cheng
A feature-dependent fuzzy bidirectional flow for adaptive image sharpening. Neurocomputing 70 (4-6) (2007)
Heng-Da Cheng, Xiangjun Shi, Rui Min, Liming Hu, Xiaopeng Cai, H. N. Du
Approaches for automated detection and classification of masses in mammograms. Pattern Recognit. 39 (4) (2006)
Xiangjun Shi, Heng-Da Cheng, Liming Hu
Mass Detection and Classification in Breast Ultrasound Images Using Fuzzy SVM. JCIS (2006)
Heng-Da Cheng, Manasi Datar, Wen Ju
Natural Scene Segmentation Based on Information Fusion and Homogeneity Property. JCIS (2006)
Rongrong Ni, Qiuqi Ruan, Heng-Da Cheng
Secure semi-blind watermarking based on iteration mapping and image features. Pattern Recognit. 38 (3) (2005)
Heng-Da Cheng, Paul P. Wang
Medical image processing. Inf. Sci. 175 (3) (2005)
Heng-Da Cheng, Muyi Cui
Mass lesion detection with a fuzzy neural network. Pattern Recognit. 37 (6) (2004)
Heng-Da Cheng, X. J. Shi
A simple and effective histogram equalization approach to image enhancement. Digit. Signal Process. 14 (2) (2004)
Heng-Da Cheng, Jingli Wang, Xiangjun Shi
Microcalcification detection using fuzzy logic and scale space approaches. Pattern Recognit. 37 (2) (2004)
Heng-Da Cheng, Jiguang Li
Fuzzy homogeneity and scale-space approach to color image segmentation. Pattern Recognit. 36 (7) (2003)
Heng-Da Cheng, Jingli Wang
Fuzzy logic and scale space approach to microcalcification detection. ICASSP (2) (2003)
Heng-Da Cheng, Mei Xue, X. J. Shi
Contrast enhancement based on a novel homogeneity measurement. Pattern Recognit. 36 (11) (2003)
Heng-Da Cheng, Muyi Cui
Mass lesion detection with a fuzzy neural network. ICASSP (2) (2003)
Heng-Da Cheng, Xiaopeng Cai, Xiaowei Chen, Liming Hu, Xueling Lou
Computer-aided detection and classification of microcalcifications in mammograms: a survey. Pattern Recognit. 36 (12) (2003)
Heng-Da Cheng, M. Xue, Rita I. Freimanis
Novel Approach to Medical Image Enhancement. JCIS (2002)
Heng-Da Cheng, Xihua Jiang, Jingli Wang
Color image segmentation based on homogram thresholding and region merging. Pattern Recognit. 35 (2) (2002)
Heng-Da Cheng, Muyi Cui
Mass Detection Using Fuzzy Neural Network. JCIS (2002)
Heng-Da Cheng, X. J. Shi, C. Glazier
Optimum-Interval Interpolation Approach to Real-time Vector Machines. JCIS (2002)
Heng-Da Cheng, Hui juan Xu
A novel fuzzy logic approach to mammogram contrast enhancement. Inf. Sci. 148 (1-4) (2002)

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Publication Activity (10 Years)

Top Topics

Top Venues

Heng-Da Cheng