Ilan Shimshoni

Orcid: 0000-0002-5276-0242

According to our database1, Ilan Shimshoni authored at least 126 papers between 1989 and 2025.

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Bibliography

2025
Action assessment in rehabilitation: Leveraging machine learning and vision-based analysis.
Comput. Vis. Image Underst., 2025

2024
Automated Detection of Cat Facial Landmarks.
Int. J. Comput. Vis., August, 2024

Calibration-Free Mobile Eye-Tracking Using Corneal Imaging.
Sensors, February, 2024

DogFLW: Dog Facial Landmarks in the Wild Dataset.
CoRR, 2024

ArcAid: Analysis of Archaeological Artifacts using Drawings.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Mobile Museum Visitors Guide based on an Indoor Localization System using Deep Learning-based Image Recognition.
Proceedings of the Workshop on Advanced Visual Interfaces and Interactions in Cultural Heritage (AVICH 2024) co-located with 17th ACM Conference on Advanced Visual Interfaces (AVI 2024), 2024

2023
Geo-Referencing and Analysis of Entities Extracted from Old Drawings and Photos Using Computer Vision and Deep Learning Algorithms.
ISPRS Int. J. Geo Inf., December, 2023

Computer Vision and Robotics for Cultural Heritage: Theory and Applications.
J. Imaging, January, 2023

3D Gaze Estimation Using RGB-IR Cameras.
Sensors, 2023

CatFLW: Cat Facial Landmarks in the Wild Dataset.
CoRR, 2023

Personalized Monitoring in Home Healthcare: An Assistive System for Post Hip Replacement Rehabilitation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
Improving Office Workers' Workspace Using a Self-adjusting Computer Screen.
ACM Trans. Interact. Intell. Syst., 2022

Automatic and Efficient Fall Risk Assessment Based on Machine Learning.
Sensors, 2022

Spatio-Temporal Calibration of Multiple Kinect Cameras Using 3D Human Pose.
Sensors, 2022

Thin section analysis for ceramic petrography using motion analysis and segmentation techniques.
Mach. Vis. Appl., 2022

ARIDF: Automatic Representative Image Dataset Finder for Image Based Localization.
Proceedings of the UMAP '22: 30th ACM Conference on User Modeling, Adaptation and Personalization, Barcelona, Spain, July 4, 2022

Segmenting Glandular Biopsy Images Using the Separate Merged Objects Algorithm.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Estimating Withdrawal Time in Colonoscopies.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021
Solving archaeological puzzles.
Pattern Recognit., 2021

Machine Learning Based Assembly of Fragments of Ancient Papyrus.
ACM Journal on Computing and Cultural Heritage, 2021

GIScience integrated with computer vision for the examination of old engravings and drawings.
Int. J. Geogr. Inf. Sci., 2021

2020
Detecting Deficient Coverage in Colonoscopies.
IEEE Trans. Medical Imaging, 2020

GIScience Integrated with Computer Vision for the Interpretation and Analysis of Old Paintings.
Proceedings of the 6th International Conference on Geographical Information Systems Theory, 2020

EyeLinks: Methods to compute reliable stereo mappings used for eye gaze tracking.
Proceedings of the ETRA '20: 2020 Symposium on Eye Tracking Research and Applications, 2020

Predicting Fall Probability Based on a Validated Balance Scale.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Estimating the Number of Correct Matches Using Only Spatial Order.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Selective sampling for trees and forests.
Neurocomputing, 2019

A-MAL: Automatic Motion Assessment Learning from Properly Performed Motions in 3D Skeleton Videos.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Behavior-Derived Variability Analysis: Mining Views for Comparison and Evaluation.
Proceedings of the Advanced Information Systems Engineering, 2019

2018
3D motion capture system for assessing patient motion during Fugl-Meyer stroke rehabilitation testing.
IET Comput. Vis., 2018

Exploring the potential of a mobile eye tracker as an intuitive indoor pointing device: A case study in cultural heritage.
Future Gener. Comput. Syst., 2018

The Importance of Pen Motion Pattern Groups for Semi-Automatic Classification of Handwriting into Mental Workload Classes.
Cogn. Comput., 2018

Reports of the Workshops of the 32nd AAAI Conference on Artificial Intelligence.
AI Mag., 2018

Non-Invasive Motion Analysis for Stroke Rehabilitation using off the Shelf 3D Sensors.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Efficient Sliding Window Computation for NN-Based Template Matching.
Proceedings of the Computer Vision - ECCV 2018, 2018

2017
On the Equivalence of the LC-KSVD and the D-KSVD Algorithms.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Robust epipolar geometry estimation using noisy pose priors.
Image Vis. Comput., 2017

Registration of 3D Point Clouds Using Mean Shift Clustering on Rotations and Translations.
Proceedings of the 2017 International Conference on 3D Vision, 2017

2016
Analyzing Data Changes using Mean Shift Clustering.
Int. J. Pattern Recognit. Artif. Intell., 2016

Lookahead selective sampling for incomplete data.
Int. J. Appl. Math. Comput. Sci., 2016

GRAVITATE: Geometric and Semantic Matching for Cultural Heritage Artefacts.
Proceedings of the GCH 2016 - Eurographics Workshop on Graphics and Cultural Heritage, 2016

Color Restoration of Scanned Archaeological Artifacts with Repetitive Patterns.
Proceedings of the GCH 2016 - Eurographics Workshop on Graphics and Cultural Heritage, 2016

K-Means over Incomplete Datasets Using Mean Euclidean Distance.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2016

A novel image based positioning technique using mobile eye tracker for a museum visit.
Proceedings of the 18th International Conference on Human-Computer Interaction with Mobile Devices and Services Adjunct, 2016

Lane-level positioning with sparse visual cues.
Proceedings of the 2016 IEEE Intelligent Vehicles Symposium, 2016

Using Spatial Order to Boost the Elimination of Incorrect Feature Matches.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Using Eye-Tracking for Enhancing the Museum Visit Experience.
Proceedings of the International Working Conference on Advanced Visual Interfaces, 2016

Listen to What You Look at: Combining an Audio Guide with a Mobile Eye Tracker on the Go.
Proceedings of the 10th International Workshop on Artificial Intelligence for Cultural Heritage co-located with the 15th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2016), 2016

2015
An Efficient SIFT-Based Mode-Seeking Algorithm for Sub-Pixel Registration of Remotely Sensed Images.
IEEE Geosci. Remote. Sens. Lett., 2015

Have a Look at What I See.
CoRR, 2015

A General Preprocessing Method for Improved Performance of Epipolar Geometry Estimation Algorithms.
CoRR, 2015

Memory based active contour algorithm using pixel-level classified images for colon crypt segmentation.
Comput. Medical Imaging Graph., 2015

Person identification from action styles.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

2014
Epipolar Geometry Estimation for Urban Scenes with Repetitive Structures.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Online action recognition using covariance of shape and motion.
Comput. Vis. Image Underst., 2014

Colon Biopsy Classification Using Crypt Architecture.
Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014

Mean Shift Clustering Algorithm for Data with Missing Values.
Proceedings of the Data Warehousing and Knowledge Discovery, 2014

2013
Reconstruction of relief objects from archeological line drawings.
ACM Journal on Computing and Cultural Heritage, 2013

An ensemble-clustering-based distance metric and its applications.
Int. J. Bus. Intell. Data Min., 2013

A sift-based mode-seeking procedure for efficient, accurate registration of remotely sensed images.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Multi-scale Curve Detection on Surfaces.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Detecting Mutual Awareness Events.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

k Nearest Neighbor Using Ensemble Clustering.
Proceedings of the Data Warehousing and Knowledge Discovery, 2012

2011
Dense Mirroring Surface Recovery from 1D Homographies and Sparse Correspondences.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Prominent Field for Shape Processing and Analysis of Archaeological Artifacts.
Int. J. Comput. Vis., 2011

Reconstruction of relief objects from line drawings.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Reliable and efficient landmark-based localization for mobile robots.
Robotics Auton. Syst., 2010

eHeritage 2010: 2nd ACM workshop on eHeritage and digital art preservation.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

2009
3D Shape Recovery of Smooth Surfaces: Dropping the Fixed-Viewpoint Assumption.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Using Phyllotaxis for Date Palm Tree 3D Reconstruction from a Single Image.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

Prominent field for shape processing of archaeological artifacts.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

On edge detection on surfaces.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Pattern Mining in System Logs: Opportunities for Process Improvement.
Proceedings of the Enterprise, 2009

2008
MAVIS: A multi-level algorithm visualization system within a collaborative distance learning environment.
J. Vis. Lang. Comput., 2008

Robust Methods for Geometric Primitive Recovery and Estimation From Range Images.
IEEE Trans. Syst. Man Cybern. Part B, 2008

Demarcating curves for shape illustration.
ACM Trans. Graph., 2008

Balanced Exploration and Exploitation Model Search for Efficient Epipolar Geometry Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Robust Real-Time Unusual Event Detection using Multiple Fixed-Location Monitors.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Guided Sampling via Weak Motion Models and Outlier Sample Generation for Epipolar Geometry Estimation.
Int. J. Comput. Vis., 2008

Image-based texture replacement using multiview images.
Proceedings of the ACM Symposium on Virtual Reality Software and Technology, 2008

2007
Landmark Selection for Task-Oriented Navigation.
IEEE Trans. Robotics, 2007

Efficient search and verification for function based classification from real range images.
Comput. Vis. Image Underst., 2007

Multi-Camera Topology Recovery from Coherent Motion.
Proceedings of the 2007 First ACM/IEEE International Conference on Distributed Smart Cameras, 2007

2006
A fast triangle to triangle intersection test for collision detection.
Comput. Animat. Virtual Worlds, 2006

Object recognition using point uncertainty regions as pose uncertainty regions.
Image Vis. Comput., 2006

Temporal Coherence in Bounding Volume Hierarchies for Collision Detection.
Int. J. Shape Model., 2006

Efficient Search and Verification for Function Based Classification from Real Range Images.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Aggregated Dynamic Background Modeling.
Proceedings of the International Conference on Image Processing, 2006

Image Matching Using Photometric Information.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Robust Fragments-based Tracking using the Integral Histogram.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

2005
Motion Recovery by Integrating over the Joint Image Manifold.
Int. J. Comput. Vis., 2005

The Modified pbM-Estimator Method and a Runtime Analysis Technique for the RANSAC Family.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004
Placing Three-Dimensional Models in an Uncalibrated Single Image of an Architectural Scene.
Presence Teleoperators Virtual Environ., 2004

Robust Feature Matching Across Widely Separated Color Images.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Model Based Object Recognition by Robust Information Fusion.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003
Estimating the principal curvatures and the darboux frame from real 3-D range data.
IEEE Trans. Syst. Man Cybern. Part B, 2003

Image-based robot navigation in unknown indoor environments.
Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, Las Vegas, Nevada, USA, October 27, 2003

Recovery of Epipolar Geometry as a Manifold Fitting Problem.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Mean Shift Based Clustering in High Dimensions: A Texture Classification Example.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

2002
Image-based animation of facial expressions.
Vis. Comput., 2002

On mobile robot localization from landmark bearings.
IEEE Trans. Robotics Autom., 2002

All Points Considered: A Maximum Likelihood Method for Motion Recovery.
Proceedings of the Geometry, 2002

Using Principal Curvatures and Darboux Frame to Recover 3D Geometric Primitives from Range Images.
Proceedings of the 1st International Symposium on 3D Data Processing Visualization and Transmission (3DPVT 2002), 2002

Estimating the Principal Curvatures and the Darboux Frame from Real 3D Range Data.
Proceedings of the 1st International Symposium on 3D Data Processing Visualization and Transmission (3DPVT 2002), 2002

Object Classification by Functional Parts.
Proceedings of the 1st International Symposium on 3D Data Processing Visualization and Transmission (3DPVT 2002), 2002

2001
Computing the sensory uncertainty field of a vision-based localization sensor.
IEEE Trans. Robotics Autom., 2001

ROR: Rejection of Outliers by Rotations.
IEEE Trans. Pattern Anal. Mach. Intell., 2001

Towards a Meta Motion Planner B: Algorithm and Applications.
Proceedings of the 2001 IEEE International Conference on Robotics and Automation, 2001

Towards a Meta Motion Planner A: Model and Framework.
Proceedings of the 2001 IEEE International Conference on Robotics and Automation, 2001

2000
Recognizing 3D Objects Using Tactile Sensing and Curve Invariants.
J. Math. Imaging Vis., 2000

Probabilistic 3D Object Recognition.
Int. J. Comput. Vis., 2000

Shape Reconstruction of 3D Bilaterally Symmetric Surfaces.
Int. J. Comput. Vis., 2000

Using Model-Based Localization with Active Navigation.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

ROR: Rejection of Outliers by Rotations in Stereo Matching.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999
A Geometric Interpretation of Weak-Perspective Motion.
IEEE Trans. Pattern Anal. Mach. Intell., 1999

Visual Homing: Surfing on the Epipoles.
Int. J. Comput. Vis., 1999

On Estimating the Uncertainty in the Location of Image Points in 3D Recognition from Match Sets of Different Sizes.
Comput. Vis. Image Underst., 1999

Image-Based Robot Navigation Under the Perspective Model.
Proceedings of the 1999 IEEE International Conference on Robotics and Automation, 1999

1998
Recognizing Surfaces Using Curve Invariants and Differential Properties of Curves and Surfaces.
Proceedings of the IEEE International Conference on Robotics and Automation, 1998

Recognizing Surfaces from 3D Curves.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

1997
Finite-Resolution Aspect Graphs of Polyhedral Objects.
IEEE Trans. Pattern Anal. Mach. Intell., 1997

Recovering the Shape of Polyhedra Using Line-Drawing Analysis and Complex Reflectance Models.
Comput. Vis. Image Underst., 1997

1996
Global Shape from Shading.
Comput. Vis. Image Underst., 1996

A fast method for estimating the uncertainty in the location of image points in 3D recognition.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

1992
An algebraic approach to line-drawing analysis in the presence of uncertainty.
Proceedings of the 1992 IEEE International Conference on Robotics and Automation, 1992

1989
Planning and Learning in Permutation Groups
Proceedings of the 30th Annual Symposium on Foundations of Computer Science, Research Triangle Park, North Carolina, USA, 30 October, 1989


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