Michal Sofka

发表

Automatic Multi-organ Segmentation Using Learning-Based Segmentation and Level Set Optimization

Timo Kohlberger, Shaohua Kevin Zhou, Jens Wetzl, 2011, MICCAI.

Nonuniform Variational Network: Deep Learning for Accelerated Nonuniform MR Image Reconstruction

Daniel Rueckert, Jo Schlemper, Michal Sofka, 2019, MICCAI.

Commentary Paper on "Shadow Removal in Indoor Scenes"

Michal Sofka, 2008, 2008 IEEE Fifth International Conference on Advanced Video and Signal Based Surveillance.

Multiple object detection by sequential monte carlo and Hierarchical Detection Network

Dorin Comaniciu, Shaohua Kevin Zhou, Jingdan Zhang, 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

Location registration and recognition (LRR) for serial analysis of nodules in lung CT scans

Charles V. Stewart, Michal Sofka, C. Stewart, 2010, Medical Image Anal..

Registration of Challenging Image Pairs: Initialization, Estimation, and Decision

Chia-Ling Tsai, Charles V. Stewart, Michal Sofka, 2007, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Erratum to "Retinal Vessel Centerline Extraction Using Multiscale Matched Filters, Confidence and Edge Measures"

Charles V. Stewart, Michal Sofka, 2007, IEEE Trans. Medical Imaging.

Robust Representation for Domain Adaptation in Network Security

Karel Bartos, Michal Sofka, 2015, ECML/PKDD.

Fast boosting trees for classification, pose detection, and boundary detection on a GPU

Shaohua Kevin Zhou, Neil Birkbeck, Michal Sofka, 2011, CVPR 2011 WORKSHOPS.

Multi-stage Learning for Robust Lung Segmentation in Challenging CT Volumes

Timo Kohlberger, Shaohua Kevin Zhou, Jens Wetzl, 2011, MICCAI.

Method and apparatus for aggregating indicators of compromise for use in network security

Karel Bartos, Vojtech Franc, Michal Sofka, 2015 .

Malware Detection by HTTPS Traffic Analysis

Tobias Scheffer, Michal Sofka, Tomas Pevny, 2017 .

Commentary Paper 2 on "Robust Unattended and Stolen Object Detection by Fusing Simple Algorithms"

Michal Sofka, 2008, 2008 IEEE Fifth International Conference on Advanced Video and Signal Based Surveillance.

Simultaneous Covariance Driven Correspondence (CDC) and Transformation Estimation in the Expectation Maximization Framework

Charles V. Stewart, Michal Sofka, Gehua Yang, 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.

Vascular Tree Construction with Anatomical Realism for Retinal Images

Chia-Ling Tsai, Shih-Jen Chen, Wei-Yang Lin, 2009, 2009 Ninth IEEE International Conference on Bioinformatics and BioEngineering.

Automatic robust image registration system: Initialization, estimation, and decision

Chia-Ling Tsai, Charles V. Stewart, Michal Sofka, 2006, Fourth IEEE International Conference on Computer Vision Systems (ICVS'06).

Commentary Paper 2 on "On Stable Dynamic Background Generation Technique Using Gaussian Mixture Models for Robust Object Detection'"

Michal Sofka, M. Sofka, 2008, 2008 IEEE Fifth International Conference on Advanced Video and Signal Based Surveillance.

Learning Invariant Representation for Malicious Network Traffic Detection

Karel Bartos, Vojtech Franc, Michal Sofka, 2016, ECAI.

Lung Segmentation from CT with Severe Pathologies Using Anatomical Constraints

Timo Kohlberger, Dorin Comaniciu, Shaohua Kevin Zhou, 2014, MICCAI.

Theoretical and practical problems in feature -based registration

Michal Sofka, 2008 .

Optimized Invariant Representation of Network Traffic for Detecting Unseen Malware Variants

Karel Bartos, Vojtech Franc, Michal Sofka, 2016, USENIX Security Symposium.

Alignment of challenging image pairs: Refinement and region growing starting from a single keypoint correspondence

Chia-Ling Tsai, Charles V. Stewart, Michal Sofka, 2005 .

Retinal Vessel Centerline Extraction Using Multiscale Matched Filters, Confidence and Edge Measures

Charles V. Stewart, Michal Sofka, C. Stewart, 2006, IEEE Transactions on Medical Imaging.

Keypoint Descriptors for Matching Across Multiple Image Modalities and Non-linear Intensity Variations

Charles V. Stewart, Michal Sofka, Avi Kelman, 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.

Fully Convolutional Regression Network for Accurate Detection of Measurement Points

Fausto Milletari, Michal Sofka, Alex Rothberg, 2017, DLMIA/ML-CDS@MICCAI.

Learning detectors of malicious web requests for intrusion detection in network traffic pdf

Karel Bartos, Lukás Machlica, Michal Sofka, 2017, ArXiv.

Automatic Nuchal Translucency Measurement from Ultrasonography

Shaohua Kevin Zhou, Jin Hyeong Park, Michal Sofka, 2013, MICCAI.

Integrating Statistical Prior Knowledge into Convolutional Neural Networks

Fausto Milletari, Michal Sofka, Alex Rothberg, 2017, MICCAI.

A Correspondence-Based Software Toolkit for Image Registration

Chia-Ling Tsai, A. G. Amitha Perera, Charles V. Stewart, 2006, 2006 IEEE International Conference on Systems, Man and Cybernetics.

Automatic Detection and Measurement of Structures in Fetal Head Ultrasound Volumes Using Sequential Estimation and Integrated Detection Network (IDN)

Dorin Comaniciu, Shaohua Kevin Zhou, Jingdan Zhang, 2014, IEEE Transactions on Medical Imaging.

Retinal Vascular Tree Reconstruction With Anatomical Realism

Chia-Ling Tsai, Shih-Jen Chen, Wei-Yang Lin, 2012, IEEE Transactions on Biomedical Engineering.

Progressive Data Transmission for Hierarchical Detection in a Cloud

Dorin Comaniciu, Jingdan Zhang, Michal Sofka, 2011 .

Segmentation of Multiple Knee Bones from CT for Orthopedic Knee Surgery Planning

Shaohua Kevin Zhou, Dijia Wu, Neil Birkbeck, 2014, MICCAI.

Integrated Detection Network (IDN) for pose and boundary estimation in medical images

Shaohua Kevin Zhou, Neil Birkbeck, Jingdan Zhang, 2011, 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Automated Retinal Image Analysis Over the Internet

Chia-Ling Tsai, Charles V. Stewart, Badrinath Roysam, 2008, IEEE Transactions on Information Technology in Biomedicine.

Location Registration and Recognition (LRR) for Longitudinal Evaluation of Corresponding Regions in CT Volumes

Charles V. Stewart, Michal Sofka, 2008, MICCAI.

Hierarchical Discriminative Framework for Detecting Tubular Structures in 3D Images

Shaohua Kevin Zhou, Michal Sofka, Dirk Breitenreicher, 2013, IPMI.

Automatic Contrast Phase Estimation in CT Volumes

Shaohua Kevin Zhou, Dijia Wu, Christian Tietjen, 2011, MICCAI.

A splice-guided data driven interactive editing

Marie-Pierre Jolly, Michal Sofka, Noha El-Zehiry, 2013, 2013 IEEE 10th International Symposium on Biomedical Imaging.

IntellEditS: Intelligent Learning-Based Editor of Segmentations

Adam P. Harrison, Neil Birkbeck, Michal Sofka, 2013, MICCAI.

Straight to the point: reinforcement learning for user guidance in ultrasound pdf

Fausto Milletari, Michal Sofka, Vighnesh Birodkar, 2019, SUSI/PIPPI@MICCAI.

Learning data discretization via convex optimization

Karel Bartos, Vojtech Franc, Michal Sofka, 2018, Machine Learning.

Learning Detector of Malicious Network Traffic from Weak Labels

Karel Bartos, Vojtech Franc, Michal Sofka, 2015, ECML/PKDD.

DSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI Reconstruction

Jo Schlemper, Michal Sofka, Neel Dey, 2022 .