Pingkun Yan

According to our database1, Pingkun Yan authored at least 119 papers between 2004 and 2019.

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Bibliography

2019
MR Image Super-Resolution via Wide Residual Networks With Fixed Skip Connection.
IEEE J. Biomedical and Health Informatics, 2019

Feature Fusion Encoder Decoder Network For Automatic Liver Lesion Segmentation.
CoRR, 2019

Deep Learning in Medical Image Registration: A Survey.
CoRR, 2019

Boundary-weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation.
CoRR, 2019

Knowledge-based Analysis for Mortality Prediction from CT Images.
CoRR, 2019

Deep neural maps for unsupervised visualization of high-grade cancer in prostate biopsies.
Int. J. Comput. Assist. Radiol. Surg., 2019

Learning deep similarity metric for 3D MR-TRUS image registration.
Int. J. Comput. Assist. Radiol. Surg., 2019

A shell and kernel descriptor based joint deep learning model for predicting breast lesion malignancy.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

Feature Fusion Encoder Decoder Network for Automatic Liver Lesion Segmentation.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

PASiam: Predicting Attention Inspired Siamese Network, for Space-Borne Satellite Video Tracking.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Generative Low-Dose CT Image Denoising.
Proceedings of the Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics, 2019

2018
Low-Dose CT Image Denoising Using a Generative Adversarial Network With Wasserstein Distance and Perceptual Loss.
IEEE Trans. Med. Imaging, 2018

Deep Recurrent Neural Networks for Prostate Cancer Detection: Analysis of Temporal Enhanced Ultrasound.
IEEE Trans. Med. Imaging, 2018

Correlation-Based Tracking of Multiple Targets With Hierarchical Layered Structure.
IEEE Trans. Cybernetics, 2018

Shape prior constrained PSO model for bladder wall MRI segmentation.
Neurocomputing, 2018

Hybrid deep neural networks for all-cause Mortality Prediction from LDCT Images.
CoRR, 2018

Learning Deep Similarity Metric for 3D MR-TRUS Registration.
CoRR, 2018

Adversarial Image Registration with Application for MR and TRUS Image Fusion.
CoRR, 2018

Exploiting Interslice Correlation for MRI Prostate Image Segmentation, from Recursive Neural Networks Aspect.
Complexity, 2018

Toward a real-time system for temporal enhanced ultrasound-guided prostate biopsy.
Int. J. Comput. Assist. Radiol. Surg., 2018

Adversarial Image Registration with Application for MR and TRUS Image Fusion.
Proceedings of the Machine Learning in Medical Imaging - 9th International Workshop, 2018

Learning from Noisy Label Statistics: Detecting High Grade Prostate Cancer in Ultrasound Guided Biopsy.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Deep compressive macroscopic fluorescence lifetime imaging.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

A Deep Learning Health Data Analysis Approach: Automatic 3D Prostate MR Segmentation with Densely-Connected Volumetric ConvNets.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017
Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss.
CoRR, 2017

Deeply-Supervised CNN for Prostate Segmentation.
CoRR, 2017

CT Image Denoising with Perceptive Deep Neural Networks.
CoRR, 2017

Transfer learning from RF to B-mode temporal enhanced ultrasound features for prostate cancer detection.
Int. J. Comput. Assist. Radiol. Surg., 2017

Detection and grading of prostate cancer using temporal enhanced ultrasound: combining deep neural networks and tissue mimicking simulations.
Int. J. Comput. Assist. Radiol. Surg., 2017

Deeply-supervised CNN for prostate segmentation.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016
Classifying Cancer Grades Using Temporal Ultrasound for Transrectal Prostate Biopsy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

2015
Label Image Constrained Multiatlas Selection.
IEEE Trans. Cybernetics, 2015

Partial sparse shape constrained sector-driven bladder wall segmentation.
Mach. Vis. Appl., 2015

Feature competition and partial sparse shape modeling for cardiac image sequences segmentation.
Neurocomputing, 2015

Machine learning in medical imaging.
Comp. Med. Imag. and Graph., 2015

Surface-based registration of liver in ultrasound and CT.
Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015

2014
Adaptive Shape Prior Constrained Level Sets for Bladder MR Image Segmentation.
IEEE J. Biomedical and Health Informatics, 2014

Alternatively Constrained Dictionary Learning For Image Superresolution.
IEEE Trans. Cybernetics, 2014

Pylon line spatial correlation assisted transmission line detection.
IEEE Trans. Aerospace and Electronic Systems, 2014

Object-aware power line detection using color and near-infrared images.
IEEE Trans. Aerospace and Electronic Systems, 2014

Guest Editorial: Special issue on advanced computing for image-guided intervention.
Neurocomputing, 2014

Ego motion guided particle filter for vehicle tracking in airborne videos.
Neurocomputing, 2014

Hierarchical incorporation of shape and shape dynamics for flying bird detection.
Neurocomputing, 2014

Ultrasound-Based Predication of Prostate Cancer in MRI-guided Biopsy.
Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 2014

2013
Manifold Regularized Sparse NMF for Hyperspectral Unmixing.
IEEE Trans. Geoscience and Remote Sensing, 2013

Learning Saliency by MRF and Differential Threshold.
IEEE Trans. Cybernetics, 2013

Saliency Detection by Multiple-Instance Learning.
IEEE Trans. Cybernetics, 2013

Visual Saliency by Selective Contrast.
IEEE Trans. Circuits Syst. Video Techn., 2013

Image Super-Resolution Via Double Sparsity Regularized Manifold Learning.
IEEE Trans. Circuits Syst. Video Techn., 2013

Prostate Segmentation in MR Images Using Discriminant Boundary Features.
IEEE Trans. Biomed. Engineering, 2013

Multi-spectral saliency detection.
Pattern Recognition Letters, 2013

Robust visual tracking with discriminative sparse learning.
Pattern Recognition, 2013

Machine learning in medical imaging.
Mach. Vis. Appl., 2013

Greedy regression in sparse coding space for single-image super-resolution.
J. Visual Communication and Image Representation, 2013

SIFT on manifold: An intrinsic description.
Neurocomputing, 2013

Special issue: Behaviours in video.
Neurocomputing, 2013

Image registration by normalized mapping.
Neurocomputing, 2013

Sparse coding for image denoising using spike and slab prior.
Neurocomputing, 2013

Transfer learning for pedestrian detection.
Neurocomputing, 2013

Pedestrian detection in unseen scenes by dynamically updating visual words.
Neurocomputing, 2013

Tracking vehicles as groups in airborne videos.
Neurocomputing, 2013

Global structure constrained local shape prior estimation for medical image segmentation.
Computer Vision and Image Understanding, 2013

2012
Robust Alternative Minimization for Matrix Completion.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2012

Selecting Key Poses on Manifold for Pairwise Action Recognition.
IEEE Trans. Industrial Informatics, 2012

Visual Attention Accelerated Vehicle Detection in Low-Altitude Airborne Video of Urban Environment.
IEEE Trans. Circuits Syst. Video Techn., 2012

Vehicle detection and tracking in airborne videos by multi-motion layer analysis.
Mach. Vis. Appl., 2012

Machine Learning in Medical Imaging.
Int. J. Biomedical Imaging, 2012

Confidence guided enhancing brain tumor segmentation in multi-parametric MRI.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Coupled Directional Level Set for MR Image Segmentation.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Multi-atlas Based Image Selection with Label Image Constraint.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Geometry constrained sparse coding for single image super-resolution.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Vehicle Detection and Motion Analysis in Low-Altitude Airborne Video Under Urban Environment.
IEEE Trans. Circuits Syst. Video Techn., 2011

Adaptively Learning Local Shape Statistics for Prostate Segmentation in Ultrasound.
IEEE Trans. Biomed. Engineering, 2011

Single-image super-resolution via local learning.
Int. J. Machine Learning & Cybernetics, 2011

Rapid pedestrian detection in unseen scenes.
Neurocomputing, 2011

Biopsy needle detection in transrectal ultrasound.
Comp. Med. Imag. and Graph., 2011

Local semi-supervised regression for single-image super-resolution.
Proceedings of the IEEE 13th International Workshop on Multimedia Signal Processing (MMSP 2011), 2011

Local learning-based image super-resolution.
Proceedings of the IEEE 13th International Workshop on Multimedia Signal Processing (MMSP 2011), 2011

Collaborative Kalman filters for vehicle tracking.
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

Putting poses on manifold for action recognition.
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

Segmenting Images by Combining Selected Atlases on Manifold.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Estimating patient-specific shape prior for medical image segmentation.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Learning shape statistics for hierarchical 3D medical image segmentation.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Robust color correction in stereo vision.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

A novel alternative algorithm for limited angle tomography.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Putting images on a manifold for atlas-based image segmentation.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Linear SVM classification using boosting HOG features for vehicle detection in low-altitude airborne videos.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Single-Image Super-Resolution via Sparse Coding Regression.
Proceedings of the Sixth International Conference on Image and Graphics, 2011

KLT Feature Based Vehicle Detection and Tracking in Airborne Videos.
Proceedings of the Sixth International Conference on Image and Graphics, 2011

Accelerating Vehicle Detection in Low-Altitude Airborne Urban Video.
Proceedings of the Sixth International Conference on Image and Graphics, 2011

Medical Image Segmentation Using Descriptive Image Features.
Proceedings of the British Machine Vision Conference, 2011

Image Denoising via Improved Sparse Coding.
Proceedings of the British Machine Vision Conference, 2011

Target-oriented shape modeling with structure constraint for image segmentation.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

Designing and selecting features for MR image segmentation.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

Image denoising via weight regression.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

Local adaptive dictionary based image denoising.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

Single-image super-resolution based on semi-supervised learning.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

Utilizing homotopy for single image superresolution.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

2010
Discrete Deformable Model Guided by Partial Active Shape Model for TRUS Image Segmentation.
IEEE Trans. Biomed. Engineering, 2010

Segmenting TRUS video sequences using local shape statistics.
Proceedings of the Medical Imaging 2010: Visualization, 2010

Multi-parametric MRI-pathologic correlation of prostate cancer using tracked biopsies.
Proceedings of the Medical Imaging 2010: Visualization, 2010

Incremental Shape Statistics Learning for Prostate Tracking in TRUS.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Realtime TRUS/MRI Fusion Targeted-Biopsy for Prostate Cancer: A Clinical Demonstration of Increased Positive Biopsy Rates.
Proceedings of the Prostate Cancer Imaging. Computer-Aided Diagnosis, 2010

2009
Modeling Interaction for Segmentation of Neighboring Structures.
IEEE Trans. Information Technology in Biomedicine, 2009

Optimal search guided by partial active shape model for prostate segmentation in TRUS images.
Proceedings of the Medical Imaging 2009: Visualization, 2009

2008
Medical Image Processing.
Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008

Automatic Segmentation of High-Throughput RNAi Fluorescent Cellular Images.
IEEE Trans. Information Technology in Biomedicine, 2008

Action recognition using spatio-temporal regularity based features.
Proceedings of the IEEE International Conference on Acoustics, 2008

Learning 4D action feature models for arbitrary view action recognition.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Spatio-Temporal Regularity Flow (SPREF): Its Estimation and Applications.
IEEE Trans. Circuits Syst. Video Techn., 2007

3D Model based Object Class Detection in An Arbitrary View.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

A Homographic Framework for the Fusion of Multi-view Silhouettes.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

2006
Medical Image Segmentation Using Minimal Path Deformable Models With Implicit Shape Priors.
IEEE Trans. Information Technology in Biomedicine, 2006

Segmentation of volumetric MRA images by using capillary active contour.
Medical Image Analysis, 2006

Segmentation of Neighboring Structures by Modeling Their Interaction.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

2005
Motion compensated lossy-to-lossless compression of 4-D medical images using integer wavelet transforms.
IEEE Trans. Information Technology in Biomedicine, 2005

Segmentation of Neighboring Organs in Medical Image with Model Competition.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

MRA Image Segmentation with Capillary Active Contour.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

2004
Medical image segmentation with minimal path deformable models.
Proceedings of the 2004 International Conference on Image Processing, 2004


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