Kobus Barnard

According to our database, Kobus Barnard authored at least 86 papers between 1995 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

PlantSegNet: 3D point cloud instance segmentation of nearby plant organs with identical semantics.

Ariyan Zarei, Bosheng Li, James C. Schnable, Eric Lyons, Duke Pauli, Kobus Barnard, Bedrich Benes

Comput. Electron. Agric., 2024

Probabilistic Modeling of Interpersonal Coordination Processes.

Paulo Soares, Adarsh Pyarelal, Meghavarshini Krishnaswamy, Emily Butler, Kobus Barnard

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Probabilistic Modeling of Human Teams to Infer False Beliefs.

Paulo Soares, Adarsh Pyarelal, Kobus Barnard

CoRR, 2023

The ToMCAT Dataset.

Adarsh Pyarelal, Eric Duong, Caleb Shibu, Paulo Soares, Savannah Boyd, Payal Khosla, Valeria A. Pfeifer, Diheng Zhang, Eric Andrews, Rick Champlin, Vincent Raymond, Meghavarshini Krishnaswamy, Clayton T. Morrison, Emily Butler, Kobus Barnard

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

MegaStitch: Robust Large-Scale Image Stitching.

Ariyan Zarei, Emmanuel Gonzalez, Nirav C. Merchant, Duke Pauli, Eric Lyons, Kobus Barnard

IEEE Trans. Geosci. Remote. Sens., 2022

NowCasting-Nets: Representation Learning to Mitigate Latency Gap of Satellite Precipitation Products Using Convolutional and Recurrent Neural Networks.

Mohammad Reza Ehsani, Ariyan Zarei, Hoshin Vijai Gupta, Kobus Barnard, Eric Lyons, Ali Behrangi

IEEE Trans. Geosci. Remote. Sens., 2022

2021

Attentional Local Contrast Networks for Infrared Small Target Detection.

Yimian Dai, Yiquan Wu, Fei Zhou, Kobus Barnard

IEEE Trans. Geosci. Remote. Sens., 2021

Nowcasting-Nets: Deep Neural Network Structures for Precipitation Nowcasting Using IMERG.

Mohammad Reza Ehsani, Ariyan Zarei, Hoshin V. Gupta, Kobus Barnard, Ali Behrangi

CoRR, 2021

Asymmetric Contextual Modulation for Infrared Small Target Detection.

Yimian Dai, Yiquan Wu, Fei Zhou, Kobus Barnard

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Attentional Feature Fusion.

Yimian Dai, Fabian Gieseke, Stefan Oehmcke, Yiquan Wu, Kobus Barnard

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Modular Procedural Generation for Voxel Maps.

Adarsh Pyarelal, Aditya Banerjee, Kobus Barnard

Proceedings of the Computational Theory of Mind for Human-Machine Teams, 2021

2020

Improving Visual Feature Extraction in Glacial Environments.

Steven D. Morad, Jeremy Nash, Shoya Higa, Russell Smith, Aaron Parness, Kobus Barnard

IEEE Robotics Autom. Lett., 2020

Attention as Activation.

Yimian Dai, Stefan Oehmcke, Yiquan Wu, Kobus Barnard

CoRR, 2020

Attention as Activation.

Yimian Dai, Stefan Oehmcke, Fabian Gieseke, Yiquan Wu, Kobus Barnard

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Fast Approximate Score Computation on Large-Scale Distributed Data for Learning Multinomial Bayesian Networks.

Anas Katib, Praveen Rao, Kobus Barnard, Charles A. Kamhoua

ACM Trans. Knowl. Discov. Data, 2019

Eidos, INDRA, & Delphi: From Free Text to Executable Causal Models.

Rebecca Sharp, Adarsh Pyarelal, Benjamin M. Gyori, Keith Alcock, Egoitz Laparra, Marco Antonio Valenzuela-Escárcega, Ajay Nagesh, Vikas Yadav, John A. Bachman, Zheng Tang, Heather C. Lent, Fan Luo, Mithun Paul, Steven Bethard, Kobus Barnard, Clayton T. Morrison, Mihai Surdeanu

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

A Gossip-Based System for Fast Approximate Score Computation in Multinomial Bayesian Networks.

Arun Zachariah, Praveen Rao, Anas Katib, Monica Senapati, Kobus Barnard

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

2018

A Bayesian Approach to Subkilometer Crater Shape Analysis Using Individual HiRISE Images.

Rodrigo Savage, Leon F. Palafox, Clayton T. Morrison, Jeffrey J. Rodríguez, Kobus Barnard, Shane Byrne, Christopher W. Hamilton

IEEE Trans. Geosci. Remote. Sens., 2018

Multiple-Gaze Geometry: Inferring Novel 3D Locations from Gazes Observed in Monocular Video.

Ernesto Brau, Jinyan Guan, Tanya Jeffries, Kobus Barnard

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

Scalable Score Computation for Learning Multinomial Bayesian Networks over Distributed Data.

Praveen Rao, Anas Katib, Kobus Barnard, Charles A. Kamhoua, Kevin A. Kwiat, Laurent Njilla

Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Computational Methods for Integrating Vision and Language

Kobus Barnard

Synthesis Lectures on Computer Vision, Morgan & Claypool Publishers, ISBN: 978-3-031-01814-5, 2016

Branching Gaussian Processes with Applications to Spatiotemporal Reconstruction of 3D Trees.

Kyle Simek, Ravishankar Palanivelu, Kobus Barnard

Proceedings of the Computer Vision - ECCV 2016, 2016

2015

Moderated and Drifting Linear Dynamical Systems.

Jinyan Guan, Kyle Simek, Ernesto Brau, Clayton T. Morrison, Emily Butler, Kobus Barnard

Proceedings of the 32nd International Conference on Machine Learning, 2015

2013

Top-Down Bayesian Inference of Indoor Scenes.

Luca Del Pero, Kobus Barnard

Proceedings of the Advanced Topics in Computer Vision, 2013

MobiSLIC: Content-Aware Energy Saving for Educational Videos on Mobile Devices.

Qiyam Tung, Maximiliano Korp, Chris Gniady, Alon Efrat, Kobus Barnard

Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking, and Services, 2013

Bayesian 3D Tracking from Monocular Video.

Ernesto Brau, Jinyan Guan, Kyle Simek, Luca Del Pero, Colin R. Dawson, Kobus Barnard

Proceedings of the IEEE International Conference on Computer Vision, 2013

Learning a Policy for Gesture-Based Active Multi-touch Authentication.

Raquel Torres Peralta, Antons Rebguns, Ian R. Fasel, Kobus Barnard

Proceedings of the Human Aspects of Information Security, Privacy, and Trust, 2013

A Statistical Model for Recreational Trails in Aerial Images.

Andrew Predoehl, Scott Morris, Kobus Barnard

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

Understanding Bayesian Rooms Using Composite 3D Object Models.

Luca Del Pero, Joshua Bowdish, Bonnie Kermgard, Emily Hartley, Kobus Barnard

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

2012

Client-side backprojection of presentation slides into educational video.

Yekaterina Kharitonova, Qiyam Tung, Alexander Danehy, Alon Efrat, Kobus Barnard

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Bayesian geometric modeling of indoor scenes.

Luca Del Pero, Joshua Bowdish, Daniel Fried, Bonnie Kermgard, Emily Hartley, Kobus Barnard

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

2011

Robust Spatiotemporal Matching of Electronic Slides to Presentation Videos.

Quanfu Fan, Kobus Barnard, Arnon Amir, Alon Efrat

IEEE Trans. Image Process., 2011

Expanding the point: automatic enlargement of presentation video elements.

Qiyam Tung, Ranjini Swaminathan, Alon Efrat, Kobus Barnard

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Fusing object detection and region appearance for image-text alignment.

Luca Del Pero, Philip Lee, James Magahern, Emily Hartley, Kobus Barnard, Ping Wang, Atul Kanaujia, Niels Haering

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Sampling bedrooms.

Luca Del Pero, Jinyan Guan, Ernesto Brau, Joseph Schlecht, Kobus Barnard

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

A generative statistical model for tracking multiple smooth trajectories.

Ernesto Brau, Damayanthi Dunatunga, Kobus Barnard, Tatsuya Tsukamoto, Ravi Palanivelu, Philip Lee

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

A fast connected components labeling algorithm and its application to real-time pupil detection.

Prasad Gabbur, Hong Hua, Kobus Barnard

Mach. Vis. Appl., 2010

Region-based automatic web image selection.

Keiji Yanai, Kobus Barnard

Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

Improving and Aligning Speech with Presentation Slides.

Ranjini Swaminathan, Michael E. Thompson, Sandiway Fong, Alon Efrat, Arnon Amir, Kobus Barnard

Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009

Learning models of object structure.

Joseph Schlecht, Kobus Barnard

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Accurate alignment of presentation slides with educational video.

Quanfu Fan, Kobus Barnard, Arnon Amir, Alon Efrat

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

2008

Machine-Learning Approaches for Classifying Haplogroup from Y Chromosome STR Data.

Joseph Schlecht, Matthew E. Kaplan, Kobus Barnard, Tatiana Karafet, Michael F. Hammer, Nirav C. Merchant

PLoS Comput. Biol., 2008

Evaluation of Localized Semantics: Data, Methodology, and Experiments.

Kobus Barnard, Quanfu Fan, Ranjini Swaminathan, Anthony Hoogs, Roderic Collins, Pascale Rondot, John P. Kaufhold

Int. J. Comput. Vis., 2008

Finding trails.

Scott Morris, Kobus Barnard

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

2007

Temporal Modeling of Slide Change in Presentation Videos.

Quanfu Fan, Arnon Amir, Kobus Barnard, Ranjini Swaminathan, Alon Efrat

Proceedings of the IEEE International Conference on Acoustics, 2007

Inferring Grammar-based Structure Models from 3D Microscopy Data.

Joseph Schlecht, Kobus Barnard, Ekaterina H. Spriggs, Barry Pryor

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

Reducing correspondence ambiguity in loosely labeled training data.

Kobus Barnard, Quanfu Fan

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

2006

Building Models of Animals from Video.

Deva Ramanan, David A. Forsyth, Kobus Barnard

IEEE Trans. Pattern Anal. Mach. Intell., 2006

Finding visual concepts by web image mining.

Keiji Yanai, Kobus Barnard

Proceedings of the 15th international conference on World Wide Web, 2006

Matching slides to presentation videos using SIFT and scene background matching.

Quanfu Fan, Kobus Barnard, Arnon Amir, Alon Efrat, Ming Lin

Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2006

Cross Modal Disambiguation.

Kobus Barnard, Keiji Yanai, Matthew Johnson, Prasad Gabbur

Proceedings of the Toward Category-Level Object Recognition, 2006

Statistical Inference of Biological Structure and Point Spread Functions in 3D Microscopy.

Joseph Schlecht, Kobus Barnard, Barry Pryor

Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

2005

Relevance feedback using adaptive clustering for image similarity retrieval.

Deok-Hwan Kim, Chin-Wan Chung, Kobus Barnard

J. Syst. Softw., 2005

Word sense disambiguation with pictures.

Kobus Barnard, Matthew Johnson

Artif. Intell., 2005

Image region entropy: a measure of "visualness" of web images associated with one concept.

Keiji Yanai, Kobus Barnard

Proceedings of the 13th ACM International Conference on Multimedia, 2005

Evaluation strategies for image understanding and retrieval.

Keiji Yanai, Nikhil V. Shirahatti, Prasad Gabbur, Kobus Barnard

Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2005

Probabilistic web image gathering.

Keiji Yanai, Kobus Barnard

Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2005

Evaluating Image Retrieval.

Nikhil V. Shirahatti, Kobus Barnard

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Detecting, Localizing and Recovering Kinematics of Textured Animals.

Deva Ramanan, David A. Forsyth, Kobus Barnard

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004

Digital trail libraries.

Scott Morris, Alan Morris, Kobus Barnard

Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2004

A Statistical Model for General Contextual Object Recognition.

Peter Carbonetto, Nando de Freitas, Kobus Barnard

Proceedings of the Computer Vision, 2004

2003

Matching Words and Pictures.

Kobus Barnard, Pinar Duygulu, David A. Forsyth, Nando de Freitas, David M. Blei, Michael I. Jordan

J. Mach. Learn. Res., 2003

Color and Color Constancy in a Translation Model for Object Recognition.

Kobus Barnard, Prasad Gabbur

Proceedings of the Eleventh Color Imaging Conference: Color Science and Engineering Systems, 2003

The Effects of Segmentation and Feature Choice in a Translation Model of Object Recognition.

Kobus Barnard, Pinar Duygulu, Raghavendra Guru, Prasad Gabbur, David A. Forsyth

Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002

A comparison of computational color constancy Algorithms. II. Experiments with image data.

Kobus Barnard, Lindsay Martin, Adam Coath, Brian V. Funt

IEEE Trans. Image Process., 2002

A comparison of computational color constancy algorithms. I: Methodology and experiments with synthesized data.

Kobus Barnard, Vlad C. Cardei, Brian V. Funt

IEEE Trans. Image Process., 2002

Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary.

Pinar Duygulu, Kobus Barnard, João F. G. de Freitas, David A. Forsyth

Proceedings of the Computer Vision, 2002

Modeling the statistics of image features and associated text.

Kobus Barnard, Pinar Duygulu, David A. Forsyth

Proceedings of the Document Recognition and Retrieval IX, 2002

2001

Exploiting image semantics for picture libraries.

Kobus Barnard, David A. Forsyth

Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2001

Learning the Semantics of Words and Pictures.

Kobus Barnard, David A. Forsyth

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

Clustering Art.

Kobus Barnard, Pinar Duygulu, David A. Forsyth

Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000

Shadow Identification using Colour Ratios.

Kobus Barnard, Graham D. Finlayson

Proceedings of the Eighth Color Imaging Conference: Color Science and Engineering Systems, 2000

Colour by Correlation in a Three-Dimensional Colour Space.

Kobus Barnard, Lindsay Martin, Brian V. Funt

Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000

Improvements to Gamut Mapping Colour Constancy Algorithms.

Kobus Barnard

Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000

1999

White Point Estimation for Uncalibrated Images.

Vlad C. Cardei, Brian V. Funt, Kobus Barnard

Proceedings of the Seventh Color Imaging Conference: Color Science, 1999

Color Constancy with Specular and Non-Specular Surfaces.

Kobus Barnard, Brian V. Funt

Proceedings of the Seventh Color Imaging Conference: Color Science, 1999

Color Constancy with Fluorescent Surfaces.

Kobus Barnard

Proceedings of the Seventh Color Imaging Conference: Color Science, 1999

Camera calibration for color research.

Kobus Barnard, Brian V. Funt

Proceedings of the Human Vision and Electronic Imaging IV, 1999

1998

Experiments in Sensor Sharpening for Color Constancy.

Kobus Barnard, Brian V. Funt

Proceedings of the 6th Color and Imaging Conference, 1998

Is Machine Colour Constancy Good Enough?

Brian V. Funt, Kobus Barnard, Lindsay Martin

Proceedings of the Computer Vision, 1998

1997

Color Constancy for Scenes with Varying Illumination.

Kobus Barnard, Graham D. Finlayson, Brian V. Funt

Comput. Vis. Image Underst., 1997

Analysis and Improvement of Multi-Scale Retinex.

Kobus Barnard, Brian V. Funt

Proceedings of the 5th Color and Imaging Conference, 1997

High Resolution Image Reconstruction from Digital Video with In-Scene Motion.

Russell C. Hardie, Timothy R. Tuinstra, Kobus Barnard, John G. Bognar, Ernest E. Armstrong

Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

1996

Learning Color Constancy.

Brian V. Funt, Vlad C. Cardei, Kobus Barnard

Proceedings of the 4th Color and Imaging Conference, 1996

Colour Constancy for Scenes with Varying Illumination.

Kobus Barnard, Graham D. Finlayson, Brian V. Funt

Proceedings of the Computer Vision, 1996

1995

Color Constancy under Varying Illumination.

Graham D. Finlayson, Brian V. Funt, Kobus Barnard

Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995