Robert Pless

Affiliations:
  • Washington University in St. Louis, St. Louis, MO, USA
  • University of Maryland at College Park, MD, USA


According to our database1, Robert Pless authored at least 119 papers between 1999 and 2023.

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Bibliography

2023
DP2-Pub: Differentially Private High-Dimensional Data Publication With Invariant Post Randomization.
IEEE Trans. Knowl. Data Eng., October, 2023

SG×P : A Sorghum Genotype × Phenotype Prediction Dataset and Benchmark.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Exploring CLIP for Real World, Text-based Image Retrieval.
Proceedings of the 52nd IEEE Applied Imagery Pattern Recognition Workshop, 2023

2022
Comparing Deep Learning Approaches for Understanding Genotype × Phenotype Interactions in Biomass Sorghum.
Frontiers Artif. Intell., 2022

Dissecting the impact of different loss functions with gradient surgery.
CoRR, 2022

Visualizing Paired Image Similarity in Transformer Networks.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

What Does Learning About Time Tell About Outdoor Scenes?
Proceedings of the 51st IEEE Applied Imagery Pattern Recognition Workshop, 2022

2021
Classification and Visualization of Genotype x Phenotype Interactions in Biomass Sorghum.
CoRR, 2021

Classification and Visualization of Genotype × Phenotype Interactions in Biomass Sorghum.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

DCAP: Deep Cross Attentional Product Network for User Response Prediction.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Improved Embeddings with Easy Positive Triplet Mining.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

2-MAP: Aligned Visualizations for Comparison of High-Dimensional Point Sets.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Hard Negative Examples are Hard, but Useful.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
TraffickCam: Explainable Image Matching For Sex Trafficking Investigations.
CoRR, 2019

Visualizing How Embeddings Generalize.
CoRR, 2019

Visualizing Deep Similarity Networks.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Hotels-50K: A Global Hotel Recognition Dataset.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Anomaly Explanation Using Metadata.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Deep Randomized Ensembles for Metric Learning.
Proceedings of the Computer Vision - ECCV 2018, 2018

Learning Geo-Temporal Image Features.
Proceedings of the British Machine Vision Conference 2018, 2018

Characterizing the Visual Social Media Environment of Eating Disorders.
Proceedings of the 47th IEEE Applied Imagery Pattern Recognition Workshop, 2018

2017
Deep Feature Interpolation for Image Content Changes.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Recognizing Images of Eating Disorders in Social Media.
Proceedings of the 2nd Social Media Mining for Health Research and Applications Workshop co-located with the American Medical Informatics Association Annual Symposium (AMIA 2017), 2017

TraffickCam: Crowdsourced and Computer Vision Based Approaches to Fighting Sex Trafficking.
Proceedings of the 2017 IEEE Applied Imagery Pattern Recognition Workshop, 2017

2016
Deep Feature Interpolation for Image Content Changes.
CoRR, 2016

Using Chromo-coded light fields for augmented reality.
Proceedings of the 2016 IEEE Virtual Reality, 2016

Pose Hashing with Microlens Arrays.
Proceedings of the Computer Vision - ECCV 2016, 2016

SparkleGeometry: Glitter Imaging for 3D Point Tracking.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Single Image Camera Calibration with Lenticular Arrays for Augmented Reality.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Cameras and crowds in transportation tracking.
Proceedings of the conference on Wireless Health, 2015

Characterizing Feature Matching Performance over Long Time Periods.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Building Dynamic Cloud Maps from the Ground Up.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Structured Light Field Design for Correspondence Free Rotation Estimation.
Proceedings of the 2015 IEEE International Conference on Computational Photography, 2015

Indexing open imagery to create tools to fight sex trafficking.
Proceedings of the 2015 IEEE Applied Imagery Pattern Recognition Workshop, 2015

The Geometry of Colorful, Lenticular Fiducial Markers.
Proceedings of the 2015 International Conference on 3D Vision, 2015

2014
Structure from shadow motion.
Proceedings of the 2014 IEEE International Conference on Computational Photography, 2014

Images don't forget: Online photogrammetry to find lost graves.
Proceedings of the 2014 IEEE Applied Imagery Pattern Recognition Workshop, 2014

Democratizing the visualization of 500 million webcam images.
Proceedings of the 2014 IEEE Applied Imagery Pattern Recognition Workshop, 2014

2013
Web-accessible geographic integration and calibration of webcams.
ACM Trans. Multim. Comput. Commun. Appl., 2013

Two Cloud-Based Cues for Estimating Scene Structure and Camera Calibration.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Shadow Estimation Method for "The Episolar Constraint: Monocular Shape from Shadow Correspondence"
CoRR, 2013

Localized and configurable topology control in lossy wireless sensor networks.
Ad Hoc Networks, 2013

Webcam2Satellite: Estimating cloud maps from webcam imagery.
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

Collaborative rephotography.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2013

Do you see what I see: crowdsource annotation of captured scenes.
Proceedings of the International SenseCam & Pervasive Imaging Conference 2013, 2013

Finding Jane Doe: A forensic application of 2D image calibration.
Proceedings of the 5th International Conference on Imaging for Crime Detection and Prevention, 2013

Collaborative imaging of urban forest dynamics: augmenting re-photography to visualize changes over time.
Proceedings of the Engineering Reality of Virtual Reality 2013, 2013

The Episolar Constraint: Monocular Shape from Shadow Correspondence.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Tools for richer crowd source image annotations.
Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

LOST: Longterm Observation of Scenes (with Tracks).
Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

Heliometric Stereo: Shape from Sun Position.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
Measuring optical distortion in aircraft transparencies: a fully automated system for quantitative evaluation.
Mach. Vis. Appl., 2011

Webcam geo-localization using aggregate light levels.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Exploratory analysis of time-lapse imagery with fast subset PCA.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

On analyzing video with very small motions.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Efficient Coverage Maintenance Based on Probabilistic Distributed Detection.
IEEE Trans. Mob. Comput., 2010

Webcams in context: web interfaces to create live 3D environments.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Compressive sensing and differential image-motion estimation.
Proceedings of the IEEE International Conference on Acoustics, 2010

Using cloud shadows to infer scene structure and camera calibration.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Participatory integration of live webcams into GIS.
Proceedings of the 1st International Conference and Exhibition on Computing for Geospatial Research & Application, 2010

2009
A Survey of Manifold Learning for Images.
IPSJ Trans. Comput. Vis. Appl., 2009

Minimum description length and clustering with exemplars.
Proceedings of the IEEE International Symposium on Information Theory, 2009

PhD forum: Calibrating and using the global network of outdoor webcams.
Proceedings of the Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009

An efficient system for vehicle tracking in multi-camera networks.
Proceedings of the Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009

Efficient tracking of many objects in structured environments.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Fitting parametric road models to spatio-temporal derivatives.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

The global network of outdoor webcams: properties and applications.
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

Adventures in archiving and using three years of webcam images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

Persistence and tracking: Putting vehicles and trajectories in context.
Proceedings of the 2009 IEEE Applied Imagery Pattern Recognition Workshop, 2009

Passive vision: The global webcam imaging network.
Proceedings of the 2009 IEEE Applied Imagery Pattern Recognition Workshop, 2009

2008
Time Scales in Video Surveillance.
IEEE Trans. Circuits Syst. Video Technol., 2008

Toward Fully Automatic Geo-Location and Geo-Orientation of Static Outdoor Cameras.
Proceedings of the 9th IEEE Workshop on Applications of Computer Vision (WACV 2008), 2008

Interactive Separation of Segmented Bones in CT Volumes Using Graph Cut.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

A System for Rapid Interactive Training of Object Detectors.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

Manifold learning for 4D CT reconstruction of the lung.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Simultaneous data volume reconstruction and pose estimation from slice samples.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Minimum power configuration for wireless communication in sensor networks.
ACM Trans. Sens. Networks, 2007

Image distance functions for manifold learning.
Image Vis. Comput., 2007

Faster and more accurate face detection on mobile robots using geometric constraints.
Proceedings of the 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems, October 29, 2007

Geolocating Static Cameras.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Localized and Configurable Topology Control in Lossy Wireless Sensor Networks.
Proceedings of the 16th International Conference on Computer Communications and Networks, 2007

Consistent Temporal Variations in Many Outdoor Scenes.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Impact of Sensing Coverage on Greedy Geographic Routing Algorithms.
IEEE Trans. Parallel Distributed Syst., 2006

Detecting Roads in Stabilized Video with the Spatio-Temporal Structure Tensor.
GeoInformatica, 2006

Real-time constant memory visual summaries for surveillance.
Proceedings of the 4th ACM International Workshop on Video Surveillance and Sensor Networks, 2006

Segmenting Multiple Familiar Objects Under Mutual Occlusion.
Proceedings of the International Conference on Image Processing, 2006

Image Manifold Interpolation using Free-Form Deformations.
Proceedings of the International Conference on Image Processing, 2006

On Manifold Structure of Cardiac MRI Data: Application to Segmentation.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Finding Minimal Parameterizations of Cylindrical Image Manifolds.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

2005
Integrated coverage and connectivity configuration for energy conservation in sensor networks.
ACM Trans. Sens. Networks, 2005

Spatio-temporal Background Models for Outdoor Surveillance.
EURASIP J. Adv. Signal Process., 2005

Analysis of Persistent Motion Patterns Using the 3D Structure Tensor.
Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005

Isomap and Nonparametric Models of Image Deformation.
Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005

Minimum power configuration in wireless sensor networks.
Proceedings of the 6th ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, 2005

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

Segmentation Informed by Manifold Learning.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2005

Segmenting Cardiopulmonary Images Using Manifold Learning with Level Sets.
Proceedings of the Computer Vision for Biomedical Image Applications, 2005

2004
Camera cluster in motion: motion estimation for generalized camera designs.
IEEE Robotics Autom. Mag., 2004

On greedy geographic routing algorithms in sensing-covered networks.
Proceedings of the 5th ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, 2004

Extrinsic calibration of a camera and laser range finder (improves camera calibration).
Proceedings of the 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems, Sendai, Japan, September 28, 2004

Co-Grid: an efficient coverage maintenance protocol for distributed sensor networks.
Proceedings of the Third International Symposium on Information Processing in Sensor Networks, 2004

Fusing video and sparse depth data in structure from motion.
Proceedings of the 2004 International Conference on Image Processing, 2004

Road extraction from motion cues in aerial video.
Proceedings of the 12th ACM International Workshop on Geographic Information Systems, 2004

Constraints for Heterogeneous Sensor Auto-Calibration.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Differential Structure in non-Linear Image Embedding Functions.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

2003
On Local Search and Placement of Meters in Networks.
SIAM J. Comput., 2003

Integrated coverage and connectivity configuration in wireless sensor networks.
Proceedings of the 1st International Conference on Embedded Networked Sensor Systems, 2003

Image Spaces and Video Trajectories: Using Isomap to Explore Video Sequences.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Evaluation of Local Models of Dynamic Backgrounds.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

Using Many Cameras as One.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002
Using Thousands of Images of an Object.
Proceedings of the 6th Joint Conference on Information Science, 2002

2001
A Spherical Eye from Multiple Cameras (Makes Better Models of the World).
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
Fault tolerant K-center problems.
Theor. Comput. Sci., 2000

Detecting Independent Motion: The Statistics of Temporal Continuity.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

The full-degree spanning tree problem.
Networks, 2000

Eyes from Eyes.
Proceedings of the 3D Structure from Images, 2000

New Eyes for Shape and Motion Estimation.
Proceedings of the Biologically Motivated Computer Vision, 2000

1999
Independent Motion: The Importance of History.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

Statistical Biases in Optic Flow.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999


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