Zhuowen Tu

Kwonjoon Lee

CoRR, 2019

Accelerating Local Binary Pattern Networks with Software-Programmable FPGAs.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

Geometry-Aware End-to-End Skeleton Detection.

[BibT_eX]

[DOI]

Weijian Xu

Gaurav Parmar

Proceedings of the 30th British Machine Vision Conference 2019, 2019

3D Volumetric Modeling with Introspective Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Generalizing Pooling Functions in CNNs: Mixed, Gated, and Tree.

[BibT_eX]

[DOI]

Chen-Yu Lee

Patrick W. Gallagher

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Local Binary Pattern Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Deep Convolutional Neural Networks with Merge-and-Run Mappings.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Attentional ShapeContextNet for Point Cloud Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Wasserstein Introspective Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Holistically-Nested Edge Detection.

[BibT_eX]

[DOI]

Saining Xie

Int. J. Comput. Vis., 2017

Rethinking Spatiotemporal Feature Learning For Video Understanding.

[BibT_eX]

[DOI]

CoRR, 2017

Top-down Flow Transformer Networks.

[BibT_eX]

[DOI]

CoRR, 2017

DeepRadiologyNet: Radiologist Level Pathology Detection in CT Head Images.

[BibT_eX]

[DOI]

CoRR, 2017

Introspective Generative Modeling: Decide Discriminatively.

[BibT_eX]

[DOI]

CoRR, 2017

Introspective Classifier Learning: Empower Generatively.

[BibT_eX]

[DOI]

CoRR, 2017

Introspective Classification with Convolutional Nets.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Introspective Neural Networks for Generative Modeling.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

Aggregated Residual Transformations for Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Binarized Convolutional Neural Networks with Separable Filters for Efficient Hardware Acceleration.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016

On the Connection of Deep Fusion to Ensembling.

[BibT_eX]

[DOI]

CoRR, 2016

Deep FisherNet for Object Classification.

[BibT_eX]

[DOI]

CoRR, 2016

Object Detection Free Instance Segmentation With Labeling Transformations.

[BibT_eX]

[DOI]

Zeyu Chen

CoRR, 2016

Dense Volume-to-Volume Vascular Boundary Detection.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Top-Down Learning for Structured Labeling with Convolutional Pseudoprior.

[BibT_eX]

[DOI]

Saining Xie

Xun Huang

Proceedings of the Computer Vision - ECCV 2016, 2016

HFS: Hierarchical Feature Selection for Efficient Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016, 2016

Generalizing Pooling Functions in Convolutional Neural Networks: Mixed, Gated, and Tree.

[BibT_eX]

[DOI]

Chen-Yu Lee

Patrick W. Gallagher

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2015

Robust L<sub>2</sub>E Estimation of Transformation for Non-Rigid Registration.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Unsupervised Object Class Discovery via Saliency-Guided Multiple Class Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Convolutional Pseudo-Prior for Structured Labeling.

[BibT_eX]

[DOI]

Saining Xie

Xun Huang

CoRR, 2015

Training Deeper Convolutional Networks with Deep Supervision.

[BibT_eX]

[DOI]

CoRR, 2015

What Happened to My Dog in That Network: Unraveling Top-down Generators in Convolutional Neural Networks.

[BibT_eX]

[DOI]

Patrick W. Gallagher

Shuai Tang

CoRR, 2015

A two-layer structure prediction framework for microscopy cell detection.

[BibT_eX]

[DOI]

Comput. Medical Imaging Graph., 2015

Structural Edge Detection for Cardiovascular Modeling.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

Deeply-Supervised Nets.

[BibT_eX]

[DOI]

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

2014

Robust Point Matching via Vector Field Consensus.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2014

Exemplar-Based Human Action Pose Correction.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2014

Symmetry Constraint for Foreground Extraction.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2014

Robust Subspace Discovery via Relaxed Rank Minimization.

[BibT_eX]

[DOI]

Neural Comput., 2014

Weakly supervised histopathology cancer image segmentation and classification.

[BibT_eX]

[DOI]

Medical Image Anal., 2014

Layered Logic Classifiers: Exploring the 'And' and 'Or' Relations.

[BibT_eX]

[DOI]

Piotr Dollár

Yingnian Wu

CoRR, 2014

Scale-Space SIFT flow.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Learning to Predict from Crowdsourced Data.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, 2014

MILCut: A Sweeping Line Multiple Instance Learning Paradigm for Interactive Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Harvesting Motion Patterns in Still Images from the Internet.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

Reverse Image Segmentation: A High-Level Solution to a Low-Level Task.

[BibT_eX]

[DOI]

Jiajun Wu

Junyan Zhu

Proceedings of the British Machine Vision Conference, 2014

Action-Gons: Action Recognition with a Discriminative Dictionary of Structured Elements with Varying Granularity.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2014, 2014

2013

Cluster-Based Co-Saliency Detection.

[BibT_eX]

[DOI]

Huazhu Fu

Xiaochun Cao

IEEE Trans. Image Process., 2013

Regularized vector field learning with sparse approximation for mismatch removal.

[BibT_eX]

[DOI]

Pattern Recognit., 2013

Deformable Templates Guided Discriminative Models for Robust 3D Brain MRI Segmentation.

[BibT_eX]

[DOI]

Oscar Alfonso Jiménez del Toro

Neuroinformatics, 2013

Whole-body anatomy localization via classification and regression forests.

[BibT_eX]

[DOI]

Medical Image Anal., 2013

Scalable $k$-NN graph construction.

[BibT_eX]

[DOI]

CoRR, 2013

Overview of the 2013 Workshop on Medical Computer Vision (MCV 2013).

[BibT_eX]

[DOI]

Proceedings of the Medical Computer Vision. Large Data in Medical Imaging, 2013

Max-Margin Multiple-Instance Dictionary Learning.

[BibT_eX]

[DOI]

Proceedings of the 30th International Conference on Machine Learning, 2013

Fixed-Point Model For Structured Labeling.

[BibT_eX]

[DOI]

Proceedings of the 30th International Conference on Machine Learning, 2013

Action Recognition with Actons.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Dynamic Label Propagation for Semi-supervised Multi-class Multi-label Classification.

[BibT_eX]

[DOI]

John K. Tsotsos

Proceedings of the IEEE International Conference on Computer Vision, 2013

Sparse Subspace Denoising for Image Manifolds.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Robust Estimation of Nonrigid Transformation for Point Set Registration.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Harvesting Mid-level Visual Concepts from Large-Scale Internet Images.

[BibT_eX]

[DOI]

Quannan Li

Jiajun Wu

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Co-Transduction for Shape Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2012

Fast Approximate Stochastic Tractography.

[BibT_eX]

[DOI]

Neuroinformatics, 2012

A classification approach to coreference in discharge summaries: 2011 i2b2 challenge.

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2012

Pictorial multi-atlas segmentation of brain MRI.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 2012

Context-Constrained Multiple Instance Learning for Histopathology Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Unsupervised object class discovery via saliency-guided multiple class learning.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Detecting texts of arbitrary orientations in natural images.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Multiple clustered instance learning for histopathology cancer image classification, segmentation and clustering.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Scalable k-NN graph construction for visual descriptors.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Affinity learning via self-diffusion for image segmentation and clustering.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Unsupervised metric fusion by cross diffusion.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Exemplar-based human action pose correction and tagging.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Randomness and sparsity induced codebook learning with application to cancer image classification.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

One-Class Multiple Instance Learning via Robust PCA for Common Object Discovery.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2012, 2012

Disagreement-Based Multi-system Tracking.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2012 Workshops, 2012

Discriminative Clustering via Generative Feature Mapping.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

Robust Brain Extraction Across Datasets and Comparison With Publicly Available Methods.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2011

Automated hippocampal shape analysis predicts the onset of dementia in mild cognitive impairment.

[BibT_eX]

[DOI]

NeuroImage, 2011

Robust Skull Stripping of Clinical Glioblastoma Multiforme Data.

[BibT_eX]

[DOI]

William Speier

Leila El-Kara

Corey W. Arnold

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Classification of Alzheimer's Disease Using a Self-Smoothing Operator.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Combining Generative and Discriminative Models for Semantic Segmentation of CT Scans via Active Learning.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2011

Unsupervised metric learning by Self-Smoothing Operator.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

Learning a mixture of sparse distance metrics for classification and dimensionality reduction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

2010

Comparison of AdaBoost and Support Vector Machines for Detecting Alzheimer's Disease Through Automated Hippocampal Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2010

Auto-Context and Its Application to High-Level Vision Tasks and 3D Brain Image Segmentation.

[BibT_eX]

[DOI]

Xiang Bai

IEEE Trans. Pattern Anal. Mach. Intell., 2010

Learning Context-Sensitive Shape Similarity by Graph Transduction.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2010

Detecting object boundaries using low-, mid-, and high-level information.

[BibT_eX]

[DOI]

Songfeng Zheng

Comput. Vis. Image Underst., 2010

Agreement-Based Semi-supervised Learning for Skull Stripping.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Synthetic MRI Signal Standardization: Application to Multi-atlas Analysis.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Fusing adaptive atlas and informative features for robust 3D brain image segmentation.

[BibT_eX]

[DOI]

Arthur W. Toga

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Discretizing stochastic tractography: a fast implementation.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Object Recognition Using Junctions.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2010, 2010

Co-transduction for Shape Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2010

Sparse semi-supervised learning for perceptual grouping.

[BibT_eX]

[DOI]

Yi Hong

Alzheimer's Disease Neuroimaging Initiative

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

Joint Sulcal Detection on Cortical Surfaces With Graphical Models and Boosted Priors.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2009

Automated mapping of hippocampal atrophy in 1-year repeat MRI data from 490 subjects with Alzheimer's disease, mild cognitive impairment, and elderly controls.

[BibT_eX]

[DOI]

NeuroImage, 2009

Corrigendum to "Validation of a fully automated 3D hippocampal segmentation method using subjects with Alzheimer's disease, mild cognitive impairment, and elderly controls" [NeuroImage 43 (2008) 59-68].

[BibT_eX]

[DOI]

NeuroImage, 2009

Lossless Online Ensemble Learning (LOEL) and Its Application to Subcortical Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Wavelet-Based Representation of Biological Shapes.

[BibT_eX]

[DOI]

Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

Integrating contour and skeleton for shape classification.

[BibT_eX]

[DOI]

Xiang Bai

Wenyu Liu

Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Active skeleton for non-rigid object detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Efficient scale space auto-context for image segmentation and labeling.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Shape band: A deformable object detection approach.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Integral Channel Features.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2009

2008

Brain Anatomical Structure Segmentation by Hybrid Discriminative/Generative Models.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2008

Validation of a fully automated 3D hippocampal segmentation method using subjects with Alzheimer's disease mild cognitive impairment, and elderly controls.

[BibT_eX]

[DOI]

NeuroImage, 2008

Shape matching and registration by data-driven EM.

[BibT_eX]

[DOI]

Songfeng Zheng

Comput. Vis. Image Underst., 2008

Automatic Subcortical Segmentation Using a Contextual Model.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

MRF Labeling with a Graph-Shifts Algorithm.

[BibT_eX]

[DOI]

Jason J. Corso

Proceedings of the Combinatorial Image Analysis, 12th International Workshop, 2008

Mapping hippocampal degeneration in 400 subjects with a novel automated segmentation approach.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Improving Shape Retrieval by Learning Graph Transduction.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2008

Multiple Component Learning for Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2008

Auto-context and its application to high-level vision tasks.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Learning based coarse-to-fine image registration.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Graph-shifts: Natural image labeling by dynamic hierarchical computing.

[BibT_eX]

[DOI]

Jason J. Corso

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Automated Extraction of the Cortical Sulci Based on a Supervised Learning Approach.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2007

Direct mapping of hippocampal surfaces with intrinsic shape context.

[BibT_eX]

[DOI]

Yonggang Shi

Greig I. de Zubicaray

NeuroImage, 2007

Towards Whole Brain Segmentation by a Hybrid Model.

[BibT_eX]

[DOI]

Arthur W. Toga

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Joint Sulci Detection Using Graphical Models and Boosted Priors.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2007

Segmentation of Sub-cortical Structures by the Graph-Shifts Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2007

Learning Generative Models via Discriminative Approaches.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Feature Mining for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

Parsing Images into Regions, Curves, and Curve Groups.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2006

A Learning Based Algorithm for Automatic Extraction of the Cortical Sulci.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Lung Tumor Diagnosis and Subtype Discovery by Gene Expression Profiling.

[BibT_eX]

[DOI]

Lu-Yong Wang

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

A Learning Based Approach for 3D Segmentation and Colon Detagging.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2006

Probabilistic 3D Polyp Detection in CT Images: The Role of Sample Alignment.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Supervised Learning of Edges and Object Boundaries.

[BibT_eX]

[DOI]

Piotr Dollár

Serge J. Belongie

Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

2005

Image Parsing: Unifying Segmentation, Detection, and Recognition.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2005

Probabilistic Boosting-Tree: Learning Discriminative Models for Classification, Recognition, and Clustering.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

An Integrated Framework for Image Segmentation and Perceptual Grouping.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

2004

Range Image Segmentation by an Effective Jump-Diffusion Method.

[BibT_eX]

[DOI]

Feng Han

IEEE Trans. Pattern Anal. Mach. Intell., 2004

Shape Matching and Recognition - Using Generative Models and Informative Features.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2004

2002

Image Segmentation by Data-Driven Markov Chain Monte Carlo.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2002

Parsing Images into Region and Curve Processes.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2002

A Stochastic Algorithm for 3D Scene Segmentation and Reconstruction.

[BibT_eX]

[DOI]

Feng Han

Proceedings of the Computer Vision, 2002

2001

Image Segmentation by Data Driven Markov Chain Monte Carlo.

[BibT_eX]

[DOI]

Heung-Yeung Shum

Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

2000

Integrating Bottom-Up/Top-Down for Object Recognition by Data Driven Markov Chain Monte Carlo.

[BibT_eX]

[DOI]

Rong Zhang