Shaohua Kevin Zhou
Orcid: 0000-0002-6881-4444Affiliations:
- Chinese Academy of Sciences (CAS), Institute of Computing Technology, Beijing, China
- Siemens Corporate Technology, Imaging and Computer Vision
According to our database1,
Shaohua Kevin Zhou
authored at least 304 papers
between 2002 and 2024.
Collaborative distances:
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Bibliography
2024
IEEE Trans. Medical Imaging, April, 2024
Lung Nodule Segmentation and Uncertain Region Prediction With an Uncertainty-Aware Attention Mechanism.
IEEE Trans. Medical Imaging, April, 2024
CoRR, 2024
WeakSurg: Weakly supervised surgical instrument segmentation using temporal equivariance and semantic continuity.
CoRR, 2024
DuDoUniNeXt: Dual-domain unified hybrid model for single and multi-contrast undersampled MRI reconstruction.
CoRR, 2024
APPLE: Adversarial Privacy-aware Perturbations on Latent Embedding for Unfairness Mitigation.
CoRR, 2024
CoRR, 2024
CoRR, 2024
U<sup>2</sup>MRPD: Unsupervised undersampled MRI reconstruction by prompting a large latent diffusion model.
CoRR, 2024
Detecting Out-of-Distribution Samples via Conditional Distribution Entropy with Optimal Transport.
CoRR, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
WeakPCSOD: Overcoming the Bias of Box Annotations for Weakly Supervised Point Cloud Salient Object Detection.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
FedFTN: Personalized federated learning with deep feature transformation network for multi-institutional low-count PET denoising.
Medical Image Anal., December, 2023
Multi-Modal Tumor Segmentation With Deformable Aggregation and Uncertain Region Inpainting.
IEEE Trans. Medical Imaging, October, 2023
Semi-Supervised CT Lesion Segmentation Using Uncertainty-Based Data Pairing and SwapMix.
IEEE Trans. Medical Imaging, May, 2023
Medical Image Anal., May, 2023
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives.
Medical Image Anal., April, 2023
LE-UDA: Label-Efficient Unsupervised Domain Adaptation for Medical Image Segmentation.
IEEE Trans. Medical Imaging, March, 2023
Histopathological bladder cancer gene mutation prediction with hierarchical deep multiple-instance learning.
Medical Image Anal., 2023
CoRR, 2023
SRSNetwork: Siamese Reconstruction-Segmentation Networks based on Dynamic-Parameter Convolution.
CoRR, 2023
MobileUtr: Revisiting the relationship between light-weight CNN and Transformer for efficient medical image segmentation.
CoRR, 2023
Long-tailed multi-label classification with noisy label of thoracic diseases from chest X-ray.
CoRR, 2023
Cross-subject dual-domain fusion network with task-related and task-discriminant component analysis enhancing one-shot SSVEP classification.
CoRR, 2023
CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip Fusion.
CoRR, 2023
CoRR, 2023
CoRR, 2023
FedFTN: Personalized Federated Learning with Deep Feature Transformation Network for Multi-institutional Low-count PET Denoising.
CoRR, 2023
Evidence-aware multi-modal data fusion and its application to total knee replacement prediction.
CoRR, 2023
CoRR, 2023
CoRR, 2023
Lung Nodule Segmentation and Low-Confidence Region Prediction with Uncertainty-Aware Attention Mechanism.
CoRR, 2023
CoRR, 2023
CoRR, 2023
Multi-site Organ Segmentation with Federated Partial Supervision and Site Adaptation.
CoRR, 2023
Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective.
CoRR, 2023
Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
FairAdaBN: Mitigating Unfairness with Adaptive Batch Normalization and Its Application to Dermatological Disease Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
2022
DuDoUFNet: Dual-Domain Under-to-Fully-Complete Progressive Restoration Network for Simultaneous Metal Artifact Reduction and Low-Dose CT Reconstruction.
IEEE Trans. Medical Imaging, 2022
DuDoDR-Net: Dual-domain data consistent recurrent network for simultaneous sparse view and metal artifact reduction in computed tomography.
Medical Image Anal., 2022
Knowledge matters: Chest radiology report generation with general and specific knowledge.
Medical Image Anal., 2022
Medical Image Anal., 2022
CoRR, 2022
A Survey of Fairness in Medical Image Analysis: Concepts, Algorithms, Evaluations, and Challenges.
CoRR, 2022
REGAS: REspiratory-GAted Synthesis of Views for Multi-Phase CBCT Reconstruction from a single 3D CBCT Acquisition.
CoRR, 2022
DFTR: Depth-supervised Hierarchical Feature Fusion Transformer for Salient Object Detection.
CoRR, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
BoxPolyp: Boost Generalized Polyp Segmentation Using Extra Coarse Bounding Box Annotations.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Machine Learning for Medical Image Reconstruction, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Towards Performant and Reliable Undersampled MR Reconstruction via Diffusion Model Sampling.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Weakly Supervised Object Localization Through Inter-class Feature Similarity and Intra-class Appearance Consistency.
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the 29th International Conference on Computational Linguistics, 2022
2021
Limited View Tomographic Reconstruction Using a Cascaded Residual Dense Spatial-Channel Attention Network With Projection Data Fidelity Layer.
IEEE Trans. Medical Imaging, 2021
IEEE Trans. Medical Imaging, 2021
IEEE Trans. Medical Imaging, 2021
A Review of Deep Learning in Medical Imaging: Imaging Traits, Technology Trends, Case Studies With Progress Highlights, and Future Promises.
Proc. IEEE, 2021
Medical Image Anal., 2021
Anatomy-guided multimodal registration by learning segmentation without ground truth: Application to intraprocedural CBCT/MR liver segmentation and registration.
Medical Image Anal., 2021
Medical Image Anal., 2021
CoRR, 2021
CoRR, 2021
DuDoTrans: Dual-Domain Transformer Provides More Attention for Sinogram Restoration in Sparse-View CT Reconstruction.
CoRR, 2021
Where is the disease? Semi-supervised pseudo-normality synthesis from an abnormal image.
CoRR, 2021
CTSpine1K: A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed Tomography.
CoRR, 2021
CoRR, 2021
Int. J. Comput. Assist. Radiol. Surg., 2021
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Improving Generalizability in Limited-Angle CT Reconstruction with Sinogram Extrapolation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Joint Coronary Centerline Extraction And Lumen Segmentation From Ccta Using Cnntracker And Vascular Graph Convolutional Network.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
A<sup>3</sup>DSegNet: Anatomy-Aware Artifact Disentanglement and Segmentation Network for Unpaired Segmentation, Artifact Reduction, and Modality Translation.
Proceedings of the Information Processing in Medical Imaging, 2021
Proceedings of the Intelligent Computing Theories and Application, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
IEEE Trans. Medical Imaging, 2020
IEEE Trans. Medical Imaging, 2020
Rubik's Cube+: A self-supervised feature learning framework for 3D medical image analysis.
Medical Image Anal., 2020
CT Film Recovery via Disentangling Geometric Deformation and Illumination Variation: Simulated Datasets and Deep Models.
CoRR, 2020
Limited View Tomographic Reconstruction Using a Deep Recurrent Framework with Residual Dense Spatial-Channel Attention Network and Sinogram Consistency.
CoRR, 2020
A review of deep learning in medical imaging: Image traits, technology trends, case studies with progress highlights, and future promises.
CoRR, 2020
CoRR, 2020
CoRR, 2020
Joint Unsupervised Learning for the Vertebra Segmentation, Artifact Reduction and Modality Translation of CBCT Images.
CoRR, 2020
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Dual-Level Selective Transfer Learning for Intrahepatic Cholangiocarcinoma Segmentation in Non-enhanced Abdominal CT.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Correction to: Interpretable and Annotation-Efficient Learning for Medical Image Computing.
Proceedings of the Interpretable and Annotation-Efficient Learning for Medical Image Computing, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
DuDoRNet: Learning a Dual-Domain Recurrent Network for Fast MRI Reconstruction With Deep T1 Prior.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
2019
Towards Learning a Self-inverse Network for Bidirectional Image-to-image Translation.
CoRR, 2019
CoRR, 2019
Comput. Medical Imaging Graph., 2019
Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Generative Mask Pyramid Network for CT/CBCT Metal Artifact Reduction with Joint Projection-Sinogram Correction.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
3D U<sup>2</sup>-Net: A 3D Universal U-Net for Multi-domain Medical Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Multiview 2D/3D Rigid Registration via a Point-Of-Interest Network for Tracking and Triangulation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Anisotropic Hybrid Network for Cross-Dimension Transferable Feature Learning in 3D Medical Images.
Proceedings of the Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics, 2019
2018
Learning to recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks.
CoRR, 2018
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018
Less is More: Simultaneous View Classification and Landmark Detection for Abdominal Ultrasound Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
More Knowledge Is Better: Cross-Modality Volume Completion and 3D+2D Segmentation for Intracardiac Echocardiography Contouring.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Computer Vision - ACCV 2018, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Automatic Vertebra Labeling in Large-Scale 3D CT using Deep Image-to-Image Network with Message Passing and Sparsity Regularization.
CoRR, 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Deep Image-to-Image Recurrent Network with Shape Basis Learning for Automatic Vertebra Labeling in Large-Scale 3D CT Volumes.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Automatic Vertebra Labeling in Large-Scale 3D CT Using Deep Image-to-Image Network with Message Passing and Sparsity Regularization.
Proceedings of the Information Processing in Medical Imaging, 2017
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017
Deep Networks and Mutual Information Maximization for Cross-Modal Medical Image Synthesis.
Proceedings of the Deep Learning for Medical Image Analysis, 1st Edition, 2017
2016
Scene Labeling using Recurrent Neural Networks with Explicit Long Range Contextual Dependency.
CoRR, 2016
Iterative Multi-domain Regularized Deep Learning for Anatomical Structure Detection and Segmentation from Ultrasound Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
2015
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015
Automatic Segmentation of Spinal Canals in CT Images via Iterative Topology Refinement.
IEEE Trans. Medical Imaging, 2015
Cross-Domain Synthesis of Medical Images Using Efficient Location-Sensitive Deep Network.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
2014
Automatic Detection and Measurement of Structures in Fetal Head Ultrasound Volumes Using Sequential Estimation and Integrated Detection Network (IDN).
IEEE Trans. Medical Imaging, 2014
Pattern Recognit. Lett., 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
2013
Medical Image Anal., 2013
Lymph node detection and segmentation in chest CT data using discriminative learning and a spatial prior.
Medical Image Anal., 2013
Recognizing Interactive Group Activities Using Temporal Interaction Matrices and Their Riemannian Statistics.
Int. J. Comput. Vis., 2013
Semantic Context Forests for Learning-Based Knee Cartilage Segmentation in 3D MR Images.
Proceedings of the Medical Computer Vision. Large Data in Medical Imaging, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Anatomical landmark detection using multiple instance boosting with spatial regularization.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the Information Processing in Medical Imaging, 2013
Proceedings of the Information Processing in Medical Imaging, 2013
2012
IEEE Trans. Medical Imaging, 2012
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2012
Precise Segmentation of Multiple Organs in CT Volumes Using Learning-Based Approach and Information Theory.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Anatomical Landmark Detection Using Nearest Neighbor Matching and Submodular Optimization.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012
A learning based deformable template matching method for automatic rib centerline extraction and labeling in CT images.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
2011
IEEE Trans. Medical Imaging, 2011
Comparing axial CT slices in quantized N-dimensional SURF descriptor space to estimate the visible body region.
Comput. Medical Imaging Graph., 2011
Machine learning based vesselness measurement for coronary artery segmentation in cardiac CT volumes.
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Learning distance function for regression-based 4D pulmonary trunk model reconstruction estimated from sparse MRI data.
Proceedings of the Medical Imaging 2011: Visualization, 2011
Multi-part Left Atrium Modeling and Segmentation in C-Arm CT Volumes for Atrial Fibrillation Ablation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Efficient Detection of Native and Bypass Coronary Ostia in Cardiac CT Volumes: Anatomical vs. Pathological Structures.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Automatic Multi-organ Segmentation Using Learning-Based Segmentation and Level Set Optimization.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Detection, Grading and Classification of Coronary Stenoses in Computed Tomography Angiography.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011
Search for the best matching ultrasound frame based on spatial and temporal saliencies.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
Endocardium tracking by fusing optical flows in straightened images with learning based detections.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Integrated Detection Network (IDN) for pose and boundary estimation in medical images.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Learning-based hypothesis fusion for robust catheter tracking in 2D X-ray fluoroscopy.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
Fast boosting trees for classification, pose detection, and boundary detection on a GPU.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011
Proceedings of the Handbook of Face Recognition, 2nd Edition., 2011
2010
IEEE Trans. Image Process., 2010
Shape regression machine and efficient segmentation of left ventricle endocardium from 2D B-mode echocardiogram.
Medical Image Anal., 2010
Trans. Case Based Reason., 2010
Learning discriminative distance functions for valve retrieval and improved decision support in valvular heart disease.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Automatic landmark detection and scan range delimitation for topogram images using hierarchical network.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Automatic Aorta Segmentation and Valve Landmark Detection in C-Arm CT: Application to Aortic Valve Implantation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the Machine Learning in Medical Imaging, First International Workshop, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Cross-Modality Assessment and Planning for Pulmonary Trunk Treatment Using CT and MRI Imaging.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the Machine Learning in Medical Imaging, First International Workshop, 2010
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Detection and retrieval of cysts in joint ultrasound B-mode and elasticity breast images.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Multiple object detection by sequential monte carlo and Hierarchical Detection Network.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
Body landmark detection for a fully automatic AAA stent graft planning software system.
Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010
2009
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Fast Automatic Segmentation of the Esophagus from 3D CT Data Using a Probabilistic Model.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
The Neighborhood Graph for Clinical Case Retrieval and Decision Support within Health-e-Child CaseReasoner.
Proceedings of the LWA 2009: Workshop-Woche: Lernen, 2009
Context ranking machine and its application to rigid localization of deformable objects.
Proceedings of the International Conference on Image Processing, 2009
Automatic ovarian follicle quantification from 3D ultrasound data using global/local context with database guided segmentation.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009
Constrained marginal space learning for efficient 3D anatomical structure detection in medical images.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Learning multi-modal densities on Discriminative Temporal Interaction Manifold for group activity recognition.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Automatic fetal face detection from ultrasound volumes via learning 3D and 2D information.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Proceedings of the Semantic Mining Technologies for Multimedia Databases., 2009
2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the Computer Vision, 2008
Conditional density learning via regression with application to deformable shape segmentation.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
2007
Appearance Characterization of Linear Lambertian Objects, Generalized Photometric Stereo, and Illumination-Invariant Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2007
Integrated Detection, Tracking and Recognition for IR Video-based Vehicle Classification.
J. Comput., 2007
Visualizing Patient Similarity in Clinical Decision Support.
Proceedings of the LWA 2007: Lernen - Wissen, 2007
Proceedings of the Information Processing in Medical Imaging, 2007
Probabilistic Visual Tracking via Robust Template Matching and Incremental Subspace Update.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007
A probabilistic, hierarchical, and discriminant framework for rapid and accurate detection of deformable anatomic structure.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
Joint Real-time Object Detection and Pose Estimation Using Probabilistic Boosting Network.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
2006
From Sample Similarity to Ensemble Similarity: Probabilistic Distance Measures in Reproducing Kernel Hilbert Space.
IEEE Trans. Pattern Anal. Mach. Intell., 2006
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Integrated Detection, Tracking and Recognition for IR Video-Based Vehicle Classification.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the Cognitive Vision Systems, 2006
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
2005
Synthesis Lectures on Image, Video, and Multimedia Processing, Morgan & Claypool Publishers, ISBN: 978-3-031-02236-4, 2005
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
A method for converting a smiling face to a neutral face with applications to face recognition.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the Analysis and Modelling of Faces and Gestures, 2005
2004
Visual tracking and recognition using appearance-adaptive models in particle filters.
IEEE Trans. Image Process., 2004
Proceedings of the Advances in Biometric Person Authentication, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Proceedings of the 2004 International Conference on Image Processing, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004
Illuminating Light Field: Image-based Face Recognition Across Illuminations and Poses.
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004
Characterization of Human Faces under Illumination Variations Using Rank, Integrability, and Symmetry Constraints.
Proceedings of the Computer Vision, 2004
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004
2003
Comput. Vis. Image Underst., 2003
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the 2003 IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG 2003), 2003
2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the Seventh International Conference on Control, 2002
Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002
Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002