Heng-Da Cheng

Orcid: 0000-0003-3569-7621

According to our database1, Heng-Da Cheng authored at least 151 papers between 1985 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2021
CrackGAN: Pavement Crack Detection Using Partially Accurate Ground Truths Based on Generative Adversarial Learning.
IEEE Trans. Intell. Transp. Syst., 2021

Multi-slice low-rank tensor decomposition based multi-atlas segmentation: Application to automatic pathological liver CT segmentation.
Medical Image Anal., 2021

Semantic segmentation of breast ultrasound image with fuzzy deep learning network and breast anatomy constraints.
Neurocomputing, 2021

Tumor saliency estimation for breast ultrasound images via breast anatomy modeling.
Artif. Intell. Medicine, 2021

SMOTE-WENN: Solving class imbalance and small sample problems by oversampling and distance scaling.
Appl. Intell., 2021

Shape-Adaptive Convolutional Operator for Breast Ultrasound Image Segmentation.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

A Novel Adaptive Fuzzy Deep Learning Approach for Histopathologic Cancer Detection.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

MSF-GAN: Multi-Scale Fuzzy Generative Adversarial Network for Breast Ultrasound Image Segmentation.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
Fully multi-target segmentation for breast ultrasound image based on fully convolutional network.
Medical Biol. Eng. Comput., 2020

Self-Supervised Structure Learning for Crack Detection Based on Cycle-Consistent Generative Adversarial Networks.
J. Comput. Civ. Eng., 2020

Bounded-abstaining classification for breast tumors in imbalanced ultrasound images.
Int. J. Appl. Math. Comput. Sci., 2020

Breast Anatomy Enriched Tumor Saliency Estimation.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Semantic Segmentation of Breast Ultrasound Image with Pyramid Fuzzy Uncertainty Reduction and Direction Connectedness Feature.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
BA2Cs: Bounded abstaining with two constraints of reject rates in binary classification.
Neurocomputing, 2019

AdaBoost-based conformal prediction with high efficiency.
Int. J. High Perform. Comput. Netw., 2019

Breast Anatomy Enriched Tumor Saliency Estimation.
CoRR, 2019

CrackGAN: A Labor-Light Crack Detection Approach Using Industrial Pavement Images Based on Generative Adversarial Learning.
CoRR, 2019

Fuzzy Semantic Segmentation of Breast Ultrasound Image with Breast Anatomy Constraints.
CoRR, 2019

Tumor Saliency Estimation for Breast Ultrasound Images via Breast Anatomy Modeling.
CoRR, 2019

2018
Automatic breast ultrasound image segmentation: A survey.
Pattern Recognit., 2018

Unified Approach to Pavement Crack and Sealed Crack Detection Using Preclassification Based on Transfer Learning.
J. Comput. Civ. Eng., 2018

Abstaining Classification When Error Costs are Unequal and Unknown.
CoRR, 2018

Computer-Aided Knee Joint Magnetic Resonance Image Segmentation - A Survey.
CoRR, 2018

A Benchmark for Breast Ultrasound Image Segmentation (BUSIS).
CoRR, 2018

Efficient Dense-Dilation Network for Pavement Cracks Detection with Large Input Image Size.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

A Hybrid Framework for Tumor Saliency Estimation.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Medical Knowledge Constrained Semantic Breast Ultrasound Image Segmentation.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017
A Novel Pavement Crack Detection Approach Using Pre-selection Based on Transfer Learning.
Proceedings of the Image and Graphics - 9th International Conference, 2017

2016
Neutro-Connectedness Cut.
IEEE Trans. Image Process., 2016

Robust multiple cue fusion-based high-speed and nonrigid object tracking algorithm for short track speed skating.
J. Electronic Imaging, 2016

Unsupervised saliency estimation based on robust hypotheses.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

EISeg: Effective interactive segmentation.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

WENN for individualized cleaning in imbalanced data.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015
Fully automatic segmentation of breast ultrasound images based on breast characteristics in space and frequency domains.
Pattern Recognit., 2015

An algorithm for Left Atrial Thrombi detection using Transesophageal Echocardiography.
CoRR, 2015

A saliency model for automated tumor detection in breast ultrasound images.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

An algorithm based on LBPV and MIL for left atrial thrombi detection using transesophageal echocardiography.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014
Multiplayer tracking system for short track speed skating.
IET Comput. Vis., 2014

A Fully Automatic Breast Ultrasound Image Segmentation Approach Based on Neutro-Connectedness.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Adaptive reversible watermarking using trimmed prediction and pixel-selection-based sorting.
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014

Multiple-instance learning with global and local features for thyroid ultrasound image classification.
Proceedings of the 7th International Conference on Biomedical Engineering and Informatics, 2014

2013
An Effective Non-rigid Registration Approach for Ultrasound Image Based On "Demons" Algorithm.
J. Digit. Imaging, 2013

An effective computer aided diagnosis system using B-Mode and color Doppler flow imaging for breast cancer.
Proceedings of the 2013 Visual Communications and Image Processing, 2013

High Capacity Reversible Watermarking for Images Based on Classified Neural Network.
Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

Reversible Image Watermarking Based on Neural Network and Parity Property.
Proceedings of the Multimedia and Ubiquitous Engineering, 2013

A Novel Metric for Image Denoising Algorithms.
Proceedings of the Intelligence Science and Big Data Engineering, 2013

Articulated human pose tracking based on game theory.
Proceedings of the IEEE International Conference on Image Processing, 2013

2012
An effective and objective criterion for evaluating the performance of denoising filters.
Pattern Recognit., 2012

Computer Aided Diagnosis System for Breast Cancer Based on Color Doppler Flow Imaging.
J. Medical Syst., 2012

Image noise removal approach based on subpixel anisotropic diffusion.
J. Electronic Imaging, 2012

An Effective Approach of Lesion Segmentation Within the Breast Ultrasound Image Based on the Cellular Automata Principle.
J. Digit. Imaging, 2012

Breast Ultrasound Image Classification Based on Multiple-Instance Learning.
J. Digit. Imaging, 2012

Detecting of contrast over-enhancement.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2010
A neutrosophic approach to image segmentation based on watershed method.
Signal Process., 2010

Automatic wavelet base selection and its application to contrast enhancement.
Signal Process., 2010

Fractional subpixel diffusion and fuzzy logic approach for ultrasound speckle reduction.
Pattern Recognit., 2010

Probability density difference-based active contour for ultrasound image segmentation.
Pattern Recognit., 2010

Fully automatic and segmentation-robust classification of breast tumors based on local texture analysis of ultrasound images.
Pattern Recognit., 2010

Automated breast cancer detection and classification using ultrasound images: A survey.
Pattern Recognit., 2010

Novel Computer-Aided Diagnosis Algorithms on Ultrasound Image: Effects on Solid Breast Masses Discrimination.
J. Digit. Imaging, 2010

Detection and classification of masses in breast ultrasound images.
Digit. Signal Process., 2010

A novel speckle reduction and contrast enhancement method based on fuzzy anisotropic diffusion.
Proceedings of the International Conference on Image Processing, 2010

Completely automatic segmentation for breast ultrasound using multiple-domain features.
Proceedings of the International Conference on Image Processing, 2010

Unsynchronized markerless motion capture with sharp illumination changes.
Proceedings of the International Conference on Image Processing, 2010

Masks based human action detection in crowded videos.
Proceedings of the International Conference on Image Processing, 2010

Real Time Human Action Recognition in a Long Video Sequence.
Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

2009
Discrimination of disease-related non-synonymous single nucleotide polymorphisms using multi-scale RBF kernel fuzzy support vector machine.
Pattern Recognit. Lett., 2009

Effective image retrieval using dominant color descriptor and fuzzy support vector machine.
Pattern Recognit., 2009

A novel approach for tracking high speed skaters in sports using a panning camera.
Pattern Recognit., 2009

New neutrosophic approach to image segmentation.
Pattern Recognit., 2009

A novel Hough transform based on eliminating particle swarm optimization and its applications.
Pattern Recognit., 2009

A novel approach to color normalization using neural network.
Neural Comput. Appl., 2009

2008
Effective and Automatic Calibration Using Concentric Circles.
Int. J. Pattern Recognit. Artif. Intell., 2008

Detecting shadows of moving vehicles based on HMM.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A novel automatic seed point selection algorithm for breast ultrasound images.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007
Novel Airborne Real-Time Survey System.
IEEE Trans. Instrum. Meas., 2007

A high performance edge detector based on fuzzy inference rules.
Inf. Sci., 2007

A feature-dependent fuzzy bidirectional flow for adaptive image sharpening.
Neurocomputing, 2007

2006
Approaches for automated detection and classification of masses in mammograms.
Pattern Recognit., 2006

Mass Detection and Classification in Breast Ultrasound Images Using Fuzzy SVM.
Proceedings of the 2006 Joint Conference on Information Sciences, 2006

Natural Scene Segmentation Based on Information Fusion and Homogeneity Property.
Proceedings of the 2006 Joint Conference on Information Sciences, 2006

2005
Secure semi-blind watermarking based on iteration mapping and image features.
Pattern Recognit., 2005

Medical image processing.
Inf. Sci., 2005

2004
Microcalcification detection using fuzzy logic and scale space approaches.
Pattern Recognit., 2004

Mass lesion detection with a fuzzy neural network.
Pattern Recognit., 2004

A simple and effective histogram equalization approach to image enhancement.
Digit. Signal Process., 2004

2003
Contrast enhancement based on a novel homogeneity measurement.
Pattern Recognit., 2003

Fuzzy homogeneity and scale-space approach to color image segmentation.
Pattern Recognit., 2003

Computer-aided detection and classification of microcalcifications in mammograms: a survey.
Pattern Recognit., 2003

Fuzzy logic and scale space approach to microcalcification detection.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Color image segmentation based on homogram thresholding and region merging.
Pattern Recognit., 2002

A novel fuzzy logic approach to mammogram contrast enhancement.
Inf. Sci., 2002

Novel Approach to Medical Image Enhancement.
Proceedings of the 6th Joint Conference on Information Science, 2002

Optimum-Interval Interpolation Approach to Real-time Vector Machines.
Proceedings of the 6th Joint Conference on Information Science, 2002

Mass Detection Using Fuzzy Neural Network.
Proceedings of the 6th Joint Conference on Information Science, 2002

2001
Color image segmentation: advances and prospects.
Pattern Recognit., 2001

2000
Design of a configurable accelerator for moment computation.
IEEE Trans. Very Large Scale Integr. Syst., 2000

A hierarchical approach to color image segmentation using homogeneity.
IEEE Trans. Image Process., 2000

Thresholding using two-dimensional histogram and fuzzy entropy principle.
IEEE Trans. Image Process., 2000

A novel fuzzy logic approach to contrast enhancement.
Pattern Recognit., 2000

1999
Design of a hardware accelerator for real-time moment computation: a wavefront away approach.
IEEE Trans. Ind. Electron., 1999

Incoherent radar spectrum processing using neural network.
Signal Process., 1999

A novel fuzzy entropy approach to image enhancement and thresholding.
Signal Process., 1999

Fuzzy partition of two-dimensional histogram and its application to thresholding.
Pattern Recognit., 1999

1998
A Novel Approach to Microcalcification Detection Using Fuzzy Logic.
IEEE Trans. Medical Imaging, 1998

Fuzzy homogeneity approach to multilevel thresholding.
IEEE Trans. Image Process., 1998

Vlsi For Moment Computation And Its Application To Breast Cancer Detection.
Pattern Recognit., 1998

Threshold selection based on fuzzy c-partition entropy approach.
Pattern Recognit., 1998

Automatic Pavement Distress Setection System.
Inf. Sci., 1998

A Novel Fuzzy Logic Approach to Microcalcification Detection.
Inf. Sci., 1998

Scene Classification by Fuzzy Local Moments.
Int. J. Pattern Recognit. Artif. Intell., 1998

Multilevel thresholding selection by optimizing multiple constraint function.
Proceedings of the Medical Imaging 1998: Image Processing, 1998

Novel fuzzy entropy approach to thresholding and enhancement.
Proceedings of the Medical Imaging 1998: Image Processing, 1998

Fuzzy approach to contrast enhancement.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Thresholding based on fuzzy partition of 2D histogram.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

1997
Monitoring land-surface snow conditions from SSM/I data using an artificial neural network classifier.
IEEE Trans. Geosci. Remote. Sens., 1997

Discretizing continuous neural networks using a polarization learning rule.
Pattern Recognit., 1997

Automatic Bandwidth Selection of Fuzzy Membership Functions.
Inf. Sci., 1997

Image Segmentation Using Fuzzy Homogeneity Criterion.
Inf. Sci., 1997

Automatically Determine the Membership Function Based on the Maximum Entropy Principle.
Inf. Sci., 1997

1996
Feasible map algorithm for path planning.
Robotics Auton. Syst., 1996

A novel parallel approach to character recognition and its VLSI implementation.
Pattern Recognit., 1996

A New Peak Selection Criterion Based on Minimizing the Classification Error.
Inf. Sci., 1996

Transformation of Gray Level and Color Images.
Inf. Sci., 1996

1995
Synthesized images for pattern recognition.
Pattern Recognit., 1995

Shape Recognition Using A Fixed-Size VLSI Architecture.
Int. J. Pattern Recognit. Artif. Intell., 1995

A neural network for breast cancer detection using fuzzy entropy approach.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Identification of mountain snow cover using SSM/I and artificial neural network.
Proceedings of the 1995 International Conference on Acoustics, 1995

1994
Pattern recognition by local radial moments.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

1993
Effective fuzzy logic approach to image enhancement.
Proceedings of the Visual Communications and Image Processing '93, 1993

Parallel approach to character recognition and its VLSI implementation.
Proceedings of the Visual Communications and Image Processing '93, 1993

Parallel VLSI-oriented algorithm and architecture for computing histogram of images.
Proceedings of the Visual Communications and Image Processing '93, 1993

A novel approach for motion planning.
Proceedings of 1993 IEEE/RSJ International Conference on Intelligent Robots and Systems, 1993

1992
Attribute grammar for shape recognition and its VLSI implementation.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

1991
Overview.
Proceedings of the Pattern Recognition: Architectures, Algorithms and Applications, 1991

Overview.
Proceedings of the Pattern Recognition: Architectures, Algorithms and Applications, 1991

Overview.
Proceedings of the Pattern Recognition: Architectures, Algorithms and Applications, 1991

Kalman filter for Image restoration and its VLSI Implementation.
Proceedings of the Pattern Recognition: Architectures, Algorithms and Applications, 1991

VLSI architectures for image transformation.
IEEE Trans. Syst. Man Cybern., 1991

Transformation-Ring-Projection (Trp) Algorithm and its VLSI Implementation.
Int. J. Pattern Recognit. Artif. Intell., 1991

Mapping Multiple Problem Instances into a Single Systolic Array with Application to Concurrent Error Detection.
Proceedings of the International Conference on Parallel Processing, 1991

1990
Parallel image transformation and its VLSI implementation.
Pattern Recognit., 1990

VLSI curve detector.
Pattern Recognit., 1990

A mathematical model for pulmonary blood circulation.
Proceedings of the Third Annual IEEE Symposium on Computer-Based Medical Systems (CBMS'90), 1990

1989
Macro transform approach to solve indecomposable problems.
Proceedings of the IEEE International Workshop on Tools for Artificial Intelligence: Architectures, 1989

1987
VLSI architectures for string matching and pattern matching.
Pattern Recognit., 1987

1986
VLSI architecture for dynamic time-warp recognition of handwritten symbols.
IEEE Trans. Acoust. Speech Signal Process., 1986

Algorithm partition and parallel recognition of general context-free languages using fixed-size VLSI architecture.
Pattern Recognit., 1986

VLSI architecture for hand-written symbol recognition.
Proceedings of the 1986 IEEE International Conference on Robotics and Automation, 1986

1985
Space-Time Domain Expansion Approach to VLSI and Its Application to Hierarchical Scene Matching.
IEEE Trans. Pattern Anal. Mach. Intell., 1985

Algorithm partition for a fixed-size VLSI architecture using space-time domain expansion.
Proceedings of the 7th IEEE Symposium on Computer Arithmetic, 1985


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