Jason J. Corso

According to our database1, Jason J. Corso authored at least 121 papers between 2002 and 2019.

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Bibliography

2019
Tukey-Inspired Video Object Segmentation.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Popup: reconstructing 3D video using particle filtering to aggregate crowd responses.
Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019

Attribute-Guided Sketch Generation.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

2018
Learning Compositional Sparse Bimodal Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

The Wrong Tool for Inference - A Critical View of Gaussian Graphical Models.
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018

A Dataset To Evaluate The Representations Learned By Video Prediction Models.
Proceedings of the 6th International Conference on Learning Representations, 2018

End-to-End Dense Video Captioning With Masked Transformer.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Weakly-Supervised Video Object Grounding from Text by Loss Weighting and Object Interaction.
Proceedings of the British Machine Vision Conference 2018, 2018

A Temporally-Aware Interpolation Network for Video Frame Inpainting.
Proceedings of the Computer Vision - ACCV 2018, 2018

Towards Automatic Learning of Procedures From Web Instructional Videos.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Dancelets Mining for Video Recommendation Based on Dance Styles.
IEEE Trans. Multimedia, 2017

Detection and Localization of Robotic Tools in Robot-Assisted Surgery Videos Using Deep Neural Networks for Region Proposal and Detection.
IEEE Trans. Med. Imaging, 2017

Editorial for special section of video analytics with deep learning.
Pattern Recognition, 2017

Joint occlusion boundary detection and figure/ground assignment by extracting common-fate fragments in a back-projection scheme.
Pattern Recognition, 2017

Active Clustering with Model-Based Uncertainty Reduction.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Watch What You Just Said: Image Captioning with Text-Conditional Attention.
Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017

Click Here: Human-Localized Keypoints as Guidance for Viewpoint Estimation.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Weakly Supervised Actor-Action Segmentation via Robust Multi-task Ranking.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Semi-Supervised Nonlinear Distance Metric Learning via Forests of Max-Margin Cluster Hierarchies.
IEEE Trans. Knowl. Data Eng., 2016

Compositional models and Structured learning for visual recognition.
Pattern Recognition, 2016

LIBSVX: A Supervoxel Library and Benchmark for Early Video Processing.
International Journal of Computer Vision, 2016

Rapid virtual stenting for intracranial aneurysms.
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

Actor-Action Semantic Segmentation with Grouping Process Models.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

A Continuous Occlusion Model for Road Scene Understanding.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Real-time model predictive control for keeping a quadrotor visible on the camera field-of-view of a ground robot.
Proceedings of the 2016 American Control Conference, 2016

2015
The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS).
IEEE Trans. Med. Imaging, 2015

Automatic Collimation Detection in Digital Radiographs with the Directed Hough Transform and Learning-Based Edge Detection.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2015

Action Detection by Implicit Intentional Motion Clustering.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Can humans fly? Action understanding with multiple classes of actors.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Human action segmentation with hierarchical supervoxel consistency.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Jointly Modeling Deep Video and Compositional Text to Bridge Vision and Language in a Unified Framework.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Multimedia event detection with multimodal feature fusion and temporal concept localization.
Mach. Vis. Appl., 2014

Brain tumor detection and segmentation in a CRF (conditional random fields) framework with pixel-pairwise affinity and superpixel-level features.
Int. J. Comput. Assist. Radiol. Surg., 2014

Multi-Process Models - An Application for the Construction of Financial Factor Models.
Proceedings of the Eleventh UAI Bayesian Modeling Applications Workshop co-located with the 30th Conference on Uncertainty in Artificial Intelligence, 2014

Adaptive Quantization for Hashing: An Information-Based Approach to Learning Binary Codes.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Surgical tool attributes from monocular video.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Modern MAP inference methods for accurate and fast occupancy grid mapping on higher order factor graphs.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Systemic test and evaluation of a hard+soft information fusion framework: Challenges and current approaches.
Proceedings of the 17th International Conference on Information Fusion, 2014

Seeing is Worse than Believing: Reading People's Minds Better than Computer-Vision Methods Recognize Actions.
Proceedings of the Computer Vision - ECCV 2014, 2014

Actionness Ranking with Lattice Conditional Ordinal Random Fields.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Latent Domains Modeling for Visual Domain Adaptation.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Learning Compositional Sparse Models of Bimodal Percepts.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Toward parts-based scene understanding with pixel-support parts-sparse pictorial structures.
Pattern Recognition Letters, 2013

Building facade detection, segmentation, and parameter estimation for mobile robot stereo vision.
Image Vision Comput., 2013

A Study of Actor and Action Semantic retention in Video Supervoxel Segmentation.
Int. J. Semantic Computing, 2013

Hamiltonian streamline-guided features.
Neurocomputing, 2013

Translating related words to videos and back through latent topics.
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Are Actor and Action Semantics Retained in Video Supervoxel Segmentation?
Proceedings of the 2013 IEEE Seventh International Conference on Semantic Computing, 2013

Semi-automatic Brain Tumor Segmentation by Constrained MRFs Using Structural Trajectories.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Mutual localization: Two camera relative 6-DOF pose estimation from reciprocal fiducial observation.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Ascending stairway modeling from dense depth imagery for traversability analysis.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Flattening Supervoxel Hierarchies by the Uniform Entropy Slice.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Modelling the Interpretation of Literary Allusion with Machine Learning Techniques.
Proceedings of the Digital Humanities 2013, 2013

A Thousand Frames in Just a Few Words: Lingual Description of Videos through Latent Topics and Sparse Object Stitching.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Product of tracking experts for visual tracking of surgical tools.
Proceedings of the 2013 IEEE International Conference on Automation Science and Engineering, 2013

Uncertainty Reduction for Active Image Clustering via a Hybrid Global-Local Uncertainty Model.
Proceedings of the Late-Breaking Developments in the Field of Artificial Intelligence, 2013

Comprehensive Cross-Hierarchy Cluster Agreement Evaluation.
Proceedings of the Late-Breaking Developments in the Field of Artificial Intelligence, 2013

2012
Estimating Human Dynamics On-the-fly Using Monocular Video For Pose Estimation.
Proceedings of the Robotics: Science and Systems VIII, 2012

Random forests for metric learning with implicit pairwise position dependence.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

An Optimization Based Framework for Human Pose Estimation in Monocular Videos.
Proceedings of the Advances in Visual Computing - 8th International Symposium, 2012

Fast voxel maps with counting bloom filters.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Ascending stairway modeling: A first step toward autonomous multi-floor exploration.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Dynamically Mixing Dynamic Linear Models with Applications in Finance.
Proceedings of the ICPRAM 2012, 2012

Maintaining Prior Distributions across Evolving Eigenspaces: An Application to Portfolio Construction.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Dictionary transfer for image denoising via domain adaptation.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Streaming Hierarchical Video Segmentation.
Proceedings of the Computer Vision - ECCV 2012, 2012

Evaluation of super-voxel methods for early video processing.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Action bank: A high-level representation of activity in video.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Combining Skeletal Pose with Local Motion for Human Activity Recognition.
Proceedings of the Articulated Motion and Deformable Objects, 2012

Using Probabilistic Ontologies for Video Exploration.
Proceedings of the 18th Americas Conference on Information Systems, 2012

2011
Labeling of Lumbar Discs Using Both Pixel- and Object-Level Features With a Two-Level Probabilistic Model.
IEEE Trans. Med. Imaging, 2011

Toward a clinical lumbar CAD: herniation diagnosis.
Int. J. Comput. Assist. Radiol. Surg., 2011

AirTouch: Interacting with computer systems at a distance.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Temporally consistent multi-class video-object segmentation with the Video Graph-Shifts algorithm.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Towards a parts-based approach to sub-cortical brain structure parsing.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Building facade detection, segmentation, and parameter estimation for mobile robot localization and guidance.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

2010
GPU-based cone beam computed tomography.
Computer Methods and Programs in Biomedicine, 2010

Editorial.
Computer Methods and Programs in Biomedicine, 2010

Computer-aided diagnosis of lumbar disc pathology from clinical lower spine MRI.
Int. J. Comput. Assist. Radiol. Surg., 2010

Introducing Ontological Realism for Semi-Supervised Detection and Annotation of Operationally Significant Activity in Surveillance Videos.
Proceedings of the Fifth International Conference on Semantic Technologies for Intelligence, 2010

Automatic diagnosis of lumbar disc herniation with shape and appearance features from MRI.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010

Footwear Print Retrieval System for Real Crime Scene Marks.
Proceedings of the Computational Forensics - 4th International Workshop, 2010

A Framework for Hand Gesture Recognition and Spotting Using Sub-gesture Modeling.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

On the Effects of Normalization in Adaptive MRF Hierarchies.
Proceedings of the Computational Modeling of Objects Represented in Images, 2010

2009
Image description with features that summarize.
Computer Vision and Image Understanding, 2009

Reconstruction from a flexible number of projections in cone-beam computed tomography via active shape models.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

Segmentation of 2D gel electrophoresis spots using a Markov random field.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

Direct global adjustment methods for endoscopic mosaicking.
Proceedings of the Medical Imaging 2009: Visualization, 2009

Multi-level Ground Glass Nodule Detection and Segmentation in CT Lung Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Desiccation Diagnosis in Lumbar Discs from Clinical MRI with A Probabilistic Model.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Robust unsupervised segmentation of degraded document images with topic models.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Geometric tomography: a limited-view approach for computed tomography.
Proceedings of the 25th ACM Symposium on Computational Geometry, 2009

2008
Efficient Multilevel Brain Tumor Segmentation With Integrated Bayesian Model Classification.
IEEE Trans. Med. Imaging, 2008

A Practical Paradigm and Platform for Video-Based Human-Computer Interaction.
IEEE Computer, 2008

Hierarchical segmentation of malignant gliomas via integrated contextual filter response.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

Exploratory Identification of Image-Based Biomarkers for Solid Mass Pulmonary Tumors.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Lumbar Disc Localization and Labeling with a Probabilistic Model on Both Pixel and Object Features.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Labeling Irregular Graphs with Belief Propagation.
Proceedings of the Combinatorial Image Analysis, 12th International Workshop, 2008

MRF Labeling with a Graph-Shifts Algorithm.
Proceedings of the Combinatorial Image Analysis, 12th International Workshop, 2008

Integrating minutiae based fingerprint matching with local mutual information.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

HOPS: Efficient region labeling using Higher Order Proxy Neighborhoods.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

(BP)2: Beyond pairwise Belief Propagation labeling by approximating Kikuchi free energies.
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.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Discriminative modeling by Boosting on Multilevel Aggregates.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Detection and Segmentation of Pathological Structures by the Extended Graph-Shifts Algorithm.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Segmentation of Sub-cortical Structures by the Graph-Shifts Algorithm.
Proceedings of the Information Processing in Medical Imaging, 2007

2006
Multilevel Segmentation and Integrated Bayesian Model Classification with an Application to Brain Tumor Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

2005
Analysis of composite gestures with a coherent probabilistic graphical model.
Virtual Reality, 2005

Analysis of composite gestures with a coherent probabilistic graphical model.
Virtual Reality, 2005

Navigating inner space: 3-D assistance for minimally invasive surgery.
Robotics and Autonomous Systems, 2005

Coherent Regions for Concise and Stable Image Description.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004
VICs: A modular HCI framework using spatiotemporal dynamics.
Mach. Vis. Appl., 2004

Stereo-Based Endoscopic Tracking of Cardiac Surface Deformation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Image Segmentation Through Energy Minimization Based Subspace Fusion.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Gesture Recognition Using 3D Appearance and Motion Features.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Real-time 3D Surface Tracking and Its Applications.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

2003
VisHap: augmented reality combining haptics and vision.
Proceedings of the IEEE International Conference on Systems, 2003

VICs: A Modular Vision-Based HCI Framework.
Proceedings of the Computer Vision Systems, Third International Conference, 2003

Direct plane tracking in stereo images for mobile navigation.
Proceedings of the 2003 IEEE International Conference on Robotics and Automation, 2003

The 4D Touchpad: Unencumbered HCI With VICs.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003

2002
Interactive visualization of unstructured grids using hierarchical 3D textures.
Proceedings of the IEEE/SIGGRAPH Symposium on Volume Visualization and Graphics, 2002


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