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David Liu 0001
Person information
- affiliation: Facebook, Menlo Park, CA, USA
- affiliation (former): Samsung, Dallas, TX, USA
- affiliation (former): Siemens Corporate Research, Princeton, NJ, USA
- affiliation (PhD 2008): Carnegie Mellon University, ECE Department, Pittsburgh, PA, USA
Other persons with the same name
- David Liu — disambiguation page
- David Liu 0002
— University of Toronto, Department of Computer Science, ON, Canada
- David Liu 0003 — University of Toronto, Department of Computer Science, Toronto, ON, Canada (and 1 more)
- David Liu 0004 — Stanford University, Department of Electrical Engineering, Stanford, CA, USA
- David Liu 0005
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2020 – today
- 2022
- [c28]Lucas D. Young, Fitsum A. Reda, Rakesh Ranjan, Jon Morton, Jun Hu, Yazhu Ling, Xiaoyu Xiang, David Liu, Vikas Chandra:
Feature-Align Network with Knowledge Distillation for Efficient Denoising. WACV (Workshops) 2022: 709-718 - 2021
- [i2]Lucas D. Young, Fitsum A. Reda, Rakesh Ranjan, Jon Morton, Jun Hu, Yazhu Ling, Xiaoyu Xiang
Feature-Align Network and Knowledge Distillation for Efficient Denoising. CoRR abs/2103.01524 (2021)
2010 – 2019
- 2017
- [c27]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
Automatic Vertebra Labeling in Large-Scale 3D CT Using Deep Image-to-Image Network with Message Passing and Sparsity Regularization. IPMI 2017: 633-644 - [c26]Zhoubing Xu, Qiangui Huang, Jin Hyeong Park, Mingqing Chen, Daguang Xu, Dong Yang, David Liu, Shaohua Kevin Zhou:
Supervised Action Classifier: Approaching Landmark Detection as Image Partitioning. MICCAI (3) 2017: 338-346 - [p2]Yefeng Zheng
Robust Landmark Detection in Volumetric Data with Efficient 3D Deep Learning. Deep Learning and Convolutional Neural Networks for Medical Image Computing 2017: 49-61 - [p1]Yefeng Zheng
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 2017: 241-255 - [i1]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:
Automatic Vertebra Labeling in Large-Scale 3D CT using Deep Image-to-Image Network with Message Passing and Sparsity Regularization. CoRR abs/1705.05998 (2017) - 2016
- [c25]Xiaoguang Lu, Daguang Xu, David Liu:
Robust 3D Organ Localization with Dual Learning Architectures and Fusion. LABELS/DLMIA@MICCAI 2016: 12-20 - 2015
- [c24]Yefeng Zheng
3D Deep Learning for Efficient and Robust Landmark Detection in Volumetric Data. MICCAI (1) 2015: 565-572 - 2013
- [c23]Paul Swoboda, David Liu, Shaohua Kevin Zhou:
Anatomical landmark detection using multiple instance boosting with spatial regularization. ISBI 2013: 218-221 - 2012
- [j4]Adrian Barbu
Automatic Detection and Segmentation of Lymph Nodes From CT Data. IEEE Trans. Medical Imaging 31(2): 240-250 (2012) - [c22]Dijia Wu, David Liu, Michael Sühling, Christian Tietjen, Grzegorz Soza, Shaohua Kevin Zhou:
Automatic detection of liver lesion from 3D computed tomography images. CVPR Workshops 2012: 31-37 - [c21]Dijia Wu, David Liu, Zoltan Puskas, Chao Lu, Andreas Wimmer, Christian Tietjen, Grzegorz Soza, Shaohua Kevin Zhou:
A learning based deformable template matching method for automatic rib centerline extraction and labeling in CT images. CVPR 2012: 980-987 - [c20]Dijia Wu, David Liu, Michael Sühling, Shaohua Kevin Zhou, Christian Tietjen:
A Cascade Learning Method for Liver Lesion Detection in CT Images. MCV 2012: 206-214 - [c19]David Liu, Shaohua Kevin Zhou:
Anatomical Landmark Detection Using Nearest Neighbor Matching and Submodular Optimization. MICCAI (3) 2012: 393-401 - 2011
- [c18]Michal Sofka, Dijia Wu, Michael Sühling, David Liu, Christian Tietjen, Grzegorz Soza, Shaohua Kevin Zhou:
Automatic Contrast Phase Estimation in CT Volumes. MICCAI (3) 2011: 166-174 - 2010
- [j3]David Liu, Gang Hua, Tsuhan Chen
A Hierarchical Visual Model for Video Object Summarization. IEEE Trans. Pattern Anal. Mach. Intell. 32(12): 2178-2190 (2010) - [c17]Jan Egger, Shaohua Kevin Zhou, Stefan Großkopf, David Liu, Christian Hopfgartner, Dominik Bernhardt, Christina Biermann, Christopher Nimsky
Body landmark detection for a fully automatic AAA stent graft planning software system. CBMS 2010: 364-369 - [c16]David Liu, Shaohua Kevin Zhou, Dominik Bernhardt, Dorin Comaniciu
Search strategies for multiple landmark detection by submodular maximization. CVPR 2010: 2831-2838 - [c15]Adrian Barbu, Michael Sühling, Xun Xu, David Liu, Shaohua Kevin Zhou, Dorin Comaniciu
Automatic Detection and Segmentation of Axillary Lymph Nodes. MICCAI (1) 2010: 28-36
2000 – 2009
- 2009
- [j2]David Liu, Tsuhan Chen
Video retrieval based on object discovery. Comput. Vis. Image Underst. 113(3): 397-404 (2009) - [c14]Sascha Seifert, Adrian Barbu, Shaohua Kevin Zhou, David Liu, Johannes Feulner, Martin Huber, Michael Sühling, Alexander Cavallaro, Dorin Comaniciu
Hierarchical parsing and semantic navigation of full body CT data. Image Processing 2009: 725902 - 2008
- [j1]David Liu, Tsuhan Chen
DISCOV: A Framework for Discovering Objects in Video. IEEE Trans. Multim. 10(2): 200-208 (2008) - [c13]David Liu, Gang Hua, Paul A. Viola, Tsuhan Chen
Integrated feature selection and higher-order spatial feature extraction for object categorization. CVPR 2008 - [c12]David Liu, Gang Hua, Tsuhan Chen
VideoCut: Removing Irrelevant Frames by Discovering the Object of Interest. ECCV (1) 2008: 441-453 - [c11]David Liu, Tsuhan Chen
Object discovery with perceptual grouping. ICIP 2008: 3032-3035 - 2007
- [c10]David Liu, Tsuhan Chen
A Topic-Motion Model for Unsupervised Video Object Discovery. CVPR 2007 - [c9]David Liu, Tsuhan Chen
Unsupervised Image Categorization and Object Localization using Topic Models and Correspondences between Images. ICCV 2007: 1-7 - [c8]David Liu, Tsuhan Chen
Background Cutout with Automatic Object Discovery. ICIP (4) 2007: 345-348 - 2006
- [c7]David Liu, Tsuhan Chen
Semantic-Shift for Unsupervised Object Detection. CVPR Workshops 2006: 16 - [c6]David Liu, Tsuhan Chen:
Object Detection in Video with Graphical Models. ICASSP (5) 2006: 693-696 - [c5]David Liu, Datong Chen, Tsuhan Chen
Unsupervised Image Layout Extraction. ICIP 2006: 1113-1116 - [c4]David Liu, Tsuhan Chen
Content-Free Image Retrieval using Bayesian Product Rule. ICME 2006: 89-92 - [c3]David Liu, Datong Chen, Tsuhan Chen
Latent Layout Analysis for Discovering Objects in Images. ICPR (2) 2006: 468-471 - 2005
- [c2]David Liu, Tsuhan Chen
Probabilistic Relevance Feedback with Binary Semantic Feature Vectors. ICASSP (2) 2005: 513-516 - 2004
- [c1]David Liu, Tsuhan Chen:
Soft shape context for iterative closest point registration. ICIP 2004: 1081-1084
Coauthor Index
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