David Liu

36 papers A* 5A 1B 5Journal 6Unranked 17
YearRankTypeTitle / Venue / Authors
2022 — conf
Feature-Align Network with Knowledge Distillation for Efficient Denoising.
WACV (Workshops)
Lucas D. Young, Fitsum A. Reda, Rakesh Ranjan, Jon Morton, Jun Hu, Yazhu Ling, Xiaoyu Xiang, David Liu, Vikas Chandra
2021 J jnl
Feature-Align Network and Knowledge Distillation for Efficient Denoising.
CoRR
Lucas D. Young, Fitsum A. Reda, Rakesh Ranjan, Jon Morton, Jun Hu, Yazhu Ling, Xiaoyu Xiang, David Liu, Vikas Chandra
2017 — conf
Automatic Vertebra Labeling in Large-Scale 3D CT Using Deep Image-to-Image Network with Message Passing and Sparsity Regularization.
IPMI
Dong Yang, Tao Xiong, Daguang Xu, Qiangui Huang, David Liu, Shaohua Kevin Zhou, Zhoubing Xu, Jin Hyeong Park, Mingqing Chen, Trac D. Tran, Sang Peter Chin, Dimitris N. Metaxas, Dorin Comaniciu
2017 J jnl
Automatic Vertebra Labeling in Large-Scale 3D CT using Deep Image-to-Image Network with Message Passing and Sparsity Regularization.
CoRR
Dong Yang, Tao Xiong, Daguang Xu, Qiangui Huang, David Liu, Shaohua Kevin Zhou, Zhoubing Xu, Jin Hyeong Park, Mingqing Chen, Trac D. Tran, Sang Peter Chin, Dimitris N. Metaxas, Dorin Comaniciu
2017 — ch.
Deep Learning Based Automatic Segmentation of Pathological Kidney in CT: Local Versus Global Image Context.
Deep Learning and Convolutional Neural Networks for Medical Image Computing
Yefeng Zheng, David Liu, Bogdan Georgescu, Daguang Xu, Dorin Comaniciu
2017 — ch.
Robust Landmark Detection in Volumetric Data with Efficient 3D Deep Learning.
Deep Learning and Convolutional Neural Networks for Medical Image Computing
Yefeng Zheng, David Liu, Bogdan Georgescu, Hien Nguyen, Dorin Comaniciu
2017 — conf
Supervised Action Classifier: Approaching Landmark Detection as Image Partitioning.
MICCAI (3)
Zhoubing Xu, Qiangui Huang, Jin Hyeong Park, Mingqing Chen, Daguang Xu, Dong Yang, David Liu, Shaohua Kevin Zhou
2016 — conf
Robust 3D Organ Localization with Dual Learning Architectures and Fusion.
LABELS/DLMIA@MICCAI
Xiaoguang Lu, Daguang Xu, David Liu
2015 — conf
3D Deep Learning for Efficient and Robust Landmark Detection in Volumetric Data.
MICCAI (1)
Yefeng Zheng, David Liu, Bogdan Georgescu, Hien Nguyen, Dorin Comaniciu
2013 — conf
Anatomical landmark detection using multiple instance boosting with spatial regularization.
ISBI
Paul Swoboda, David Liu, Shaohua Kevin Zhou
2012 — conf
A Cascade Learning Method for Liver Lesion Detection in CT Images.
MCV
Dijia Wu, David Liu, Michael Sühling, Shaohua Kevin Zhou, Christian Tietjen
2012 A* conf
A learning based deformable template matching method for automatic rib centerline extraction and labeling in CT images.
CVPR
Dijia Wu, David Liu, Zoltan Puskas, Chao Lu, Andreas Wimmer, Christian Tietjen, Grzegorz Soza, Shaohua Kevin Zhou
2012 — conf
Anatomical Landmark Detection Using Nearest Neighbor Matching and Submodular Optimization.
MICCAI (3)
David Liu, Shaohua Kevin Zhou
2012 J jnl
Automatic Detection and Segmentation of Lymph Nodes From CT Data.
IEEE Trans. Medical Imaging
Adrian Barbu, Michael Sühling, Xun Xu, David Liu, Shaohua Kevin Zhou, Dorin Comaniciu
2012 — conf
Automatic detection of liver lesion from 3D computed tomography images.
CVPR Workshops
Dijia Wu, David Liu, Michael Sühling, Christian Tietjen, Grzegorz Soza, Shaohua Kevin Zhou
2011 — conf
Automatic Contrast Phase Estimation in CT Volumes.
MICCAI (3)
Michal Sofka, Dijia Wu, Michael Sühling, David Liu, Christian Tietjen, Grzegorz Soza, Shaohua Kevin Zhou
2010 J jnl
A Hierarchical Visual Model for Video Object Summarization.
IEEE Trans. Pattern Anal. Mach. Intell.
David Liu, Gang Hua, Tsuhan Chen
2010 — conf
Automatic Detection and Segmentation of Axillary Lymph Nodes.
MICCAI (1)
Adrian Barbu, Michael Sühling, Xun Xu, David Liu, Shaohua Kevin Zhou, Dorin Comaniciu
2010 B conf
Body landmark detection for a fully automatic AAA stent graft planning software system.
CBMS
Jan Egger, Shaohua Kevin Zhou, Stefan Großkopf, David Liu, Christian Hopfgartner, Dominik Bernhardt, Christina Biermann, Christopher Nimsky, Bernd Freisleben
2010 A* conf
Search strategies for multiple landmark detection by submodular maximization.
CVPR
David Liu, Shaohua Kevin Zhou, Dominik Bernhardt, Dorin Comaniciu
2009 B conf
Hierarchical parsing and semantic navigation of full body CT data.
Image Processing
Sascha Seifert, Adrian Barbu, Shaohua Kevin Zhou, David Liu, Johannes Feulner, Martin Huber, Michael Sühling, Alexander Cavallaro, Dorin Comaniciu
2009 J jnl
Video retrieval based on object discovery.
Comput. Vis. Image Underst.
David Liu, Tsuhan Chen
2008 J jnl
DISCOV: A Framework for Discovering Objects in Video.
IEEE Trans. Multim.
David Liu, Tsuhan Chen
2008 A* conf
Integrated feature selection and higher-order spatial feature extraction for object categorization.
CVPR
David Liu, Gang Hua, Paul A. Viola, Tsuhan Chen
2008 B conf
Object discovery with perceptual grouping.
ICIP
David Liu, Tsuhan Chen
2008 — conf
VideoCut: Removing Irrelevant Frames by Discovering the Object of Interest.
ECCV (1)
David Liu, Gang Hua, Tsuhan Chen
2007 A* conf
A Topic-Motion Model for Unsupervised Video Object Discovery.
CVPR
David Liu, Tsuhan Chen
2007 — conf
Background Cutout with Automatic Object Discovery.
ICIP (4)
David Liu, Tsuhan Chen
2007 A* conf
Unsupervised Image Categorization and Object Localization using Topic Models and Correspondences between Images.
ICCV
David Liu, Tsuhan Chen
2006 A conf
Content-Free Image Retrieval using Bayesian Product Rule.
ICME
David Liu, Tsuhan Chen
2006 — conf
Latent Layout Analysis for Discovering Objects in Images.
ICPR (2)
David Liu, Datong Chen, Tsuhan Chen
2006 — conf
Object Detection in Video with Graphical Models.
ICASSP (5)
David Liu, Tsuhan Chen
2006 — conf
Semantic-Shift for Unsupervised Object Detection.
CVPR Workshops
David Liu, Tsuhan Chen
2006 B conf
Unsupervised Image Layout Extraction.
ICIP
David Liu, Datong Chen, Tsuhan Chen
2005 — conf
Probabilistic Relevance Feedback with Binary Semantic Feature Vectors.
ICASSP (2)
David Liu, Tsuhan Chen
2004 B conf
Soft shape context for iterative closest point registration.
ICIP
David Liu, Tsuhan Chen