Sven Dickinson -- Selected Publications

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2024

Shape-Based Measures Improve Scene Categorization
M. Rezanejad, J. Wilder, D. B. Walther, A. D. Jepson, S. Dickinson, and K. Siddiqi
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 46, No. 4, April 2024, pp 2041-2053.

2023

Disentangling Geometric Deformation Spaces in Generative Latent Shape Models
T. Aumentado-Armstrong, S. Tsogkas, S. Dickinson, and A. Jepson
International Journal of Computer Vision (IJCV), Volume 131, 2023, pp 1611--1641.

DexGrasp: Dexterous Multi-finger Grasp Generation Through Differentiable Simulation
D. Turpin, T. Zhong, S. Zhang, G. Zhu, E. Heiden, M. Macklin, S. Tsogkas, S. Dickinson, A. Garg
Proceedings, International Conference on Robotics and Automation (ICRA), London, UK, May-June, 2023.

2022

Grasp'D: Differentiable Contact-Rich Grasp Synthesis for Multi-Fingered Hands
D. Turpin, L. Wang, E. Heiden, Y.-C. Chen, M. Macklin, S. Tsogkas, S. Dickinson, and A. Garg
Proceedings, European Conference on Computer Vision (ECCV), Tel Aviv, Israel, October, 2022.

Representing 3D Shapes with Probabilistic Directed Distance Fields
T. Aumentado-Armstrong, S. Tsogkas, S. Dickinson, and A. Jepson
Proceedings, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, June, 2022.

Neural correlates of local parallelism during naturalistic vision
J. Wilder , M. Rezanejad, S. Dickinson, K. Siddiqi, A. Jepson, D. B. Walther
PLOS ONE (open access), January, 2022, pp 1--17.

State of the Journal
S. Dickinson
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 44, No. 1, January, 2022, pp 1--10.

2021

GIFT: Generalizable Interaction-aware Functional Tool Affordances without Labels
D. Turpin, L. Wang, S. Tsogkas, S. Dickinson, and A. Garg
Proceedings of Robotics: Science and Systems (RSS), Virtual, July, 2021.

DeepFlux for Skeleton Detection in the Wild
Y. Xu, Y. Wang, S. Tsogkas, J. Wan, X. Bai, S. Dickinson, and K. Siddiqi
International Journal of Computer Vision (IJCV), Issue 4, 2021.

State of the Journal
S. Dickinson
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 43, No. 4, April, 2021, pp 1119--1128.

2020

Appearance Shock Grammar for Fast Medial Axis Extraction from Real Images
C.-O. Dufresne Camaro, M. Rezanejad, S. Tsogkas, K. Siddiqi, and S. Dickinson
Proceedings, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, WA, CA, June, 2020.

State of the Journal
S. Dickinson
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 42, No. 2, February, 2020, pp 253--260.

2019

Geometric Disentanglement for Generative Latent Shape Models
T. Aumentado-Armstrong, S. Tsogkas, A. Jepson, and S. Dickinson
Proceedings, IEEE International Conference on Computer Vision (ICCV), Seoul, October, 2019.

Gestalt-based Contour Weights Improve Scene Categorization by CNNs
M. Rezanejad, G. Downs, J. Wilder, D. B. Walther, A. Jepson, S. Dickinson, and K. Siddiqi
Proceedings, Conference on Cognitive Computational Neuroscience (CCN), Berlin, September, 2019.

Local contour symmetry facilitates the neural representation of scene categories in the PPA
J. Wilder, M. Rezanejad, K. Siddiqi, A. Jepson, S. Dickinson, and D. B. Walther
Proceedings, Conference on Cognitive Computational Neuroscience (CCN), Berlin, September, 2019.

DeepFlux for Skeletons in the Wild
Y. Wang, Y. Xu, S. Tsogkas, X. Bai, S. Dickinson, and K. Siddiqi
Proceedings, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, June, 2019.

Scene Categorization from Contours: Medial Axis Based Salience Measures
M. Rezanejad, G. Downs, J. Wilder, D. B. Walther, A. Jepson, S. Dickinson, and K. Siddiqi
Proceedings, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, June, 2019.

Local Contour Symmetry Facilitates Scene Categorization
J. Wilder, M. Rezanejad, S. Dickinson, K. Siddiqi, A. Jepson, and D. B. Walther
Cognition, Volume 182, 2019, pp 3071--317.

State of the Journal
S. Dickinson
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 41, No. 1, January, 2019, pp 1--5.

2018

Spatial Relationships Between Contours Impact Rapid Scene Classification
J. Wilder, S. Dickinson, A. Jepson, and D. B. Walther
Journal of Vision, Volume 18, Number 8, 2018, pp 1--15.

State of the Journal
S. Dickinson
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 40, No. 1, January, 2018, pp 1--6.

2017

AMAT: Medial Axis Transform for Natural Images
S. Tsogkas and S. Dickinson
Proceedings, International Conference on Computer Vision (ICCV), Venice, Italy, October, 2017.
Code

2017 ICCV Challenge: Detecting Symmetry in the Wild
C. Funk, S. Lee, M. Oswald, S. Tsogkas, W. Shen, A. Cohen, S. Dickinson and Y. Liu
Proceedings, International Conference on Computer Vision (ICCV) Workshop on Detecting Symmetry in the Wild, Venice, Italy, October 28, 2017.

Incoming EIC Editorial
S. Dickinson
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 39, No. 1, January, 2017, pp 3--4.

2015

Learning to Combine Mid-level Cues for Object Proposal Generation
T. Lee, S. Fidler, and S. Dickinson
Proceedings, International Conference on Computer Vision (ICCV), Santiago, Chile, December, 2015.

3-D Volumetric Shape Abstraction from a Single 2-D Image (Best Paper Award)
P. Sala and S. Dickinson
Proceedings, 5th International IEEE Workshop on 3D Representation and Recognition (3dRR-15), Santiago, Chile, December 17, 2015.

A Framework for Symmetric Part Detection in Cluttered Scenes
T. Lee, S. Fidler, A. Levinshtein, C. Sminchisescu, and S. Dickinson
Symmetry, Volume 7, 2015, pp 1333-1351.

Unsupervised Motion Segmentation Using Metric Embedding of Features
Y. Osmanloglu, S. Dickinson, and A. Shokoufandeh
Proceedings, 3rd International Workshop on Similarity-Based Pattern Analysis and Recognition (SIMBAD), Copenhagen, October 2015.

2014

Multi-Cue Mid-Level Grouping
T. Lee, S. Fidler, and S. Dickinson
Proceedings, Asian Conference on Computer Vision (ACCV), Singapore, November 2014.

Shock Graph
S. Dickinson, A. Shokoufandeh, and K. Siddiqi
In: Katsushi Ikeuchi (Ed.). Computer Vision: A Reference Guide, Springer, New York, NY, 2014, pp 729-737.

Geons
S. Dickinson and I. Biederman
In: Katsushi Ikeuchi (Ed.). Computer Vision: A Reference Guide, Springer, New York, NY, 2014, pp 338-346.

Many-to-Many Graph Matching
F. Demirci, A. Shokoufandeh, and S. Dickinson
In: Katsushi Ikeuchi (Ed.). Computer Vision: A Reference Guide, Springer, New York, NY, 2014, pp 472-477.

2013

Detecting Curved Symmetric Parts using a Deformable Disc Model
T. Lee, S. Fidler, and S. Dickinson
Proceedings, International Conference on Computer Vision (ICCV), Sydney, Australia, December 2013.

Shape Perception in Human and Computer Vision: An Interdisciplinary Perspective
S. Dickinson and Z. Pizlo (Eds.)
Advances in Computer Vision and Pattern Recognition Series, Springer Verlag, 2013.

The Role of Mid-Level Shape Priors in Perceptual Grouping and Image Abstraction
S. Dickinson, A. Levinshtein, P. Sala, and C. Sminchisescu
In Shape Perception in Human and Computer Vision: An Interdisciplinary Perspective, S. Dickinson and Z. Pizlo (Eds.), Springer Verlag, 2013.

Multiscale Symmetric Part Detection and Grouping
A. Levinshtein, C. Sminchisescu, and S. Dickinson
International Journal of Computer Vision (IJCV), Volume 104, Number 2, 2013, pp 117--134.

Recognizing Human Activities from Partially Observed Videos
Y. Cao, D. Barrett, A. Barbu, S. Narayanaswamy, H. Yu, A. Michaux, Y. Lin, S. Dickinson, J. Siskind, and S. Wang
Proceedings, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, Oregon, June 2013.

preface to Special Issue on Shape Perception: Recent Results and Models
Z. Pizlo and S. Dickinson, Guest Editors
Seeing and Perceiving, Volume 25, 2012, pp 235--236.

Server-customer interaction tracker (SCIT): a computer vision-based system to estimate dirt loading cycles
E. Rezazadeh Azar, S. Dickinson, and B. McCabe
Journal of Construction Engineering and Management, Volume 139, Issue 7, July, 2013, pp 785--794.

2012

3D Object Detection and Viewpoint Estimation with a Deformable 3D Cuboid Model
S. Fidler, S. Dickinson, and R. Urtasun,
Proceedings, Neural Information Processing Systems (NIPS), Lake Tahoe, USA, December 2012.

Many-to-many Feature Matching in Object Recognition: A Review of Three Approaches
A. Shokoufandeh, Y. Keselman, M.F. Demirci, D. Macrini, and S. Dickinson,
IET Computer Vision, special issue of review papers by editorial board members commemorating the 5th anniversary of the journal, Volume 6, Issue 6, November 2012, pp 1--14.

Optimal Image and Video Closure by Superpixel Grouping
A. Levinshtein, C. Sminchisescu, and S. Dickinson,
International Journal of Computer Vision (IJCV), Volume 100, Number 1, 2012, pp 99--119.

Discovering Hierarchical Object Models from Captioned Images
M. Jamieson, Y. Eskin, A. Fazly, S. Stevenson, and S. Dickinson,
Computer Vision and Image Understanding (CVIU), Volume 116, 2012, pp 842--853.

Video In Sentences Out
A. Barbu, A. Bridge, Z. Burchill, D. Coroian, S. Dickinson, S. Fidler, A. Michaux, S. Mussman, S. Narayanaswamy, D. Salvi, L. Schmidt, J. Shangguan, J. Siskind, J. Waggoner, S. Wang, J. Wei, Y. Yin, and Z. Zhang,
Proceedings, Conference on Uncertainty in Artificial Intelligence (UAI), Catalina, CA, August 2012.

Superedge Grouping for Object Localization by Combining Appearance and Shape Information
Z. Zhang, S. Fidler, J. Waggoner, Y. Cao, S. Dickinson, J. Siskind, and S. Wang,
Proceedings, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, RI, June 2012.

Perceptual Grouping using Superpixels
S. Dickinson, A. Levinshtein, and C. Sminshisescu,
Invited (plenary talk) paper, Proceedings, 4th Mexican Conference on Pattern Recognition (MCPR), Huatulco, Mexico, June 2012.

Unsupervised Disambiguation of Image Captions
W. May, S. Fidler, A. Fazly, S. Stevenson, and S. Dickinson,
Proceedings, First Joint Conference on Lexical and Computational Semantics (*SEM), Montreal, Canada, June 2012.

Learning Categorical Shape from Captioned Images
T. Lee, S. Fidler, A. Levinshtein, and S. Dickinson,
Proceedings, Canadian Conference on Computer and Robot Vision (CRV), Toronto, ON, May 2012.

Detecting Reduplication in Videos of American Sign Language
Z. Gavrilov, S. Sclaroff, C. Neidle, and S. Dickinson,
Proceedings, Eighth International Conference on Language Resources and Evaluation (LREC), Istanbul, May 2012.

2011

Bone Graphs: Medial Shape Parsing and Abstraction
D. Macrini, S. Dickinson, D. Fleet, and K. Siddiqi,
Computer Vision and Image Understanding (CVIU), Special Issue on Graph-Based Representations, Vol. 115, No. 7, July 2011, pp 1044--1061.

Efficient Many-to-Many Feature Matching under the l1 Norm
M. Demirci, Y. Osmanlioglu, A. Shokoufandeh, and S. Dickinson,
Computer Vision and Image Understanding (CVIU), Special Issue on Graph-Based Representations, Vol. 115, No. 7, July 2011, pp 976--983.

Object Categorization using Bone Graphs
D. Macrini, S. Dickinson, D. Fleet, and K. Siddiqi,
Computer Vision and Image Understanding (CVIU), Vol. 115, No. 8, August 2011, pp 1187--1206.

2010

Spatiotemporal Contour Grouping using Abstract Part Models
P. Sala, D. Macrini, and S. Dickinson,
Proceedings, Asian Conference on Computer Vision (ACCV), Queenstown, New Zealand, November 2010.

Spatiotemporal Closure
A. Levinshtein, C. Sminchisescu, and S. Dickinson,
Proceedings, Asian Conference on Computer Vision (ACCV), Queenstown, New Zealand, November 2010.

Optimal Contour Closure by Superpixel Grouping
A. Levinshtein, C. Sminchisescu, and S. Dickinson,
Proceedings, European Conference on Computer Vision (ECCV), Crete, Greece, September 2010.

Contour Grouping and Abstraction Using Simple Part Models
P. Sala and S. Dickinson,
Proceedings, European Conference on Computer Vision (ECCV), Crete, Greece, September 2010.

Discovering Multipart Appearance Models from Captioned Images
M. Jamieson, Y. Eskin, A. Fazly, S. Stevenson, and S. Dickinson,
Proceedings, European Conference on Computer Vision (ECCV), Crete, Greece, September 2010.

Using Language to Learn Structured Appearance Models for Image Annotation
M. Jamieson, A. Fazly, S. Stevenson, S. Dickinson, and S. Wachsmuth,
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 32., No. 1, January 2010, pp 148--164.

2009

Object Categorization: Computer and Human Vision Perspectives
S. Dickinson, A. Leonardis, B. Schiele, and M. Tarr, (eds),
Cambridge University Press, 2009.

Multiscale Symmetric Part Detection and Grouping
A. Levinshtein, C. Sminchisescu, and S. Dickinson,
Proceedings, International Conference on Computer Vision (ICCV), Kyoto, Japan, September 2009.

The Evolution of Object Categorization and the Challenge of Image Abstraction
S. Dickinson
in: S. Dickinson, A. Leonardis, B. Schiele, and M. Tarr, (eds), Object Categorization: Computer and Human Vision Perspectives, Cambridge University Press, 2009, pp 1--37.

TurboPixels: Fast Superpixels using Geometric Flows
A. Levinshtein, A. Stere, K. Kutulakos, D. Fleet, S. Dickinson, and K. Siddiqi,
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 31, No. 12, December 2009, pp 2290--2297.

Beyond One-to-One Feature Correspondence: The need for Many-to-Many Matching and Image Abstraction
S. Dickinson,
Proceedings, International Workshop on Stochastic Image Grammars, Miami, June 2009, pg 12.

Skeletal Shape Abstraction from Examples
F. Demirci, A. Shokoufandeh, and S. Dickinson,
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 31, No. 5, May 2009, pp 944--952.

The Representation and Matching of Images using Top Points
F. Demirci, B. Platel, A. Shokoufandeh, L. Florack, and S. Dickinson,
Journal of Mathematical Imaging and Vision (JMIV), Vol. 35, No. 2, 2009, pp 103--116.

2008

3-D Model Retrieval Using Medial Surfaces
K. Siddiqi, J. Zhang, D. Macrini, S. Dickinson, and A. Shokoufandeh,
in: Medial Representations: Mathematics, Algorithms and Applications,
K. Siddiqi and S. Pizer (eds.), Kluwer, Boston, 2008, pp 309--326.

A Generalized Family of Fixed-Radius Distribution-Based Distance Measures for Content-Based fMRI Image Retrieval
J. Novatnack, N. Cornea, A. Shokoufandeh, D. Silver, S. Dickinson, P. Kantor, and B. Bai,
Pattern Recognition Letters (PRL), Volume 29, 2008, pp 1726--1732.

Retrieving Articulated 3-D Models Using Medial Surfaces
K. Siddiqi, J. Zhang, D. Macrini, A. Shokoufandeh, S. Bioux, and S. Dickinson
Machine Vision and Applications (MVA), Vol. 19, No. 4, July, 2008, pp 261--275.

From Skeletons to Bone Graphs: Medial Abstraction for Object Recognition
D. Macrini, K. Siddiqi, and S. Dickinson,
Proceedings, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Anchorage, AK, June 2008.

Learning the Abstract Motion Semantics of Verbs from Captioned Videos
S. Mathe, A. Fazly, S. Dickinson, and S. Stevenson,
Proceedings, 3rd International Workshop on Semantic Learning and Applications in Multimedia (SLAM), Anchorage, Alaska, June 27, 2008.

Model-Based Perceptual Grouping and Shape Abstraction
P. Sala and S. Dickinson,
Proceedings, Sixth IEEE Computer Society Workshop on Perceptual Organization in Computer Vision (POCV), Anchorage, Alaska, June 23, 2008.

Learning Visual Compound Models from Parallel Image-Text Datasets
J. Moringen, S. Wachsmuth, S. Dickinson, and S. Stevenson,
30th Annual Symposium of the German Association for Pattern Recognition (DAGM), Munich, June 2008.

Qualitative 3D Surface Reconstruction from Images
A. Levinshtein, C. Sminchisescu, and S. Dickinson,
Snowbird Learning Workshop, Snowbird, Utah, April 2008.

2007

Learning Structured Appearance Models from Captioned Images of Cluttered Scenes
M. Jamieson, A. Fazly, S. Dickinson, S. Stevenson, and S. Wachsmuth
Proceedings, International Conference on Computer Vision (ICCV), Rio de Janeiro, October, 2007.

2006

Canonical Skeletons for Shape Matching
M. van Eede, D. Macrini, A. Telea, C. Sminchisescu, and S. Dickinson,
Proceedings, International Conference on Pattern Recognition (ICPR), Hong Kong, August, 2006.

The Representation and Matching of Categorical Shape
A. Shokoufandeh, L. Bretzner, D. Macrini, M.F. Demirci, C. Jonsson, and S. Dickinson,
Computer Vision and Image Understanding (CVIU), Volume 103, 2006, pp 139--154.

Using Language to Drive the Perceptual Grouping of Local Features
M. Jamieson, S. Dickinson, S. Stevenson, and S. Wachsmuth,
Proceedings, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), New York, NY, June 2006, pp 2102--2109.

Object Recognition as Many-to-Many Feature Matching
F. Demirci, A. Shokoufandeh, Y. Keselman, L. Bretzner, and S. Dickinson,
International Journal of Computer Vision (IJCV), Volume 69, Number 2, August, 2006, pp 203--222.

Many-to-Many Feature Matching in Object Recognition
A. Shokoufandeh, Y. Keselman, F. Demirci, D. Macrini, and S. Dickinson,
in H. Christensen and H.-H. Nagel (eds.), Cognitive Vision Systems: Sampling the Spectrum of Approaches, Springer-Verlag, Berlin, 2006, pp 107--125.

Integrating Region and Boundary Information for Spatially Coherent Object Tracking
J. Maclean, D. Chung, and S. Dickinson,
Image and Vision Computing (IVC), Volume 24, 2006, pp 680--692.

Landmark Selection for Vision-Based Navigation
P. Sala, R. Sim, A. Shokoufandeh, and S. Dickinson,
IEEE Transactions on Robotics (RO), Vol. 22, No. 2, April 2006, pp 334--349.

2005

Retrieving Articulated 3-D Models Using Medial Surfaces and their Graph Spectra
J. Zhang, K. Siddiqi, D. Macrini, A. Shokoufandeh, and S. Dickinson,
Proceedings, International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR), St. Augustine, FL, November, 2005, pp 285--300.

Learning Hierarchical Shape Models from Examples
A. Levinshtein, C. Sminchisescu, and S. Dickinson,
Proceedings, International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR), St. Augustine, FL, November, 2005, pp 251--267.

A Computer Vision System for Spaceborne Safety Monitoring
F. Qureshi, D. Macrini, D. Chung, J. Maclean, S. Dickinson, and P. Jasiobedzki,
Proceedings, 8th International Symposium on Artificial Intelligence, Robotics and Automation in Space (iSAIRAS), Munich, September 2005, e-proceedings - no page numbers.

Object Categorization and the Need for Many-to-Many Matching
S. Dickinson, A. Shokoufandeh, Y. Keselman, F. Demirci, and D. Macrini,
Proceedings (invited paper), 27th Annual Symposium of the German Association for Pattern Recognition (DAGM), Vienna, Austria, August, 2005, pp 501--510.

Generic Model Abstraction from Examples
Y. Keselman and S. Dickinson,
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Special Issue on Syntactic and Structural pattern Recognition, Volume 27, Number 7, July 2005, pp 1141--1156.

Indexing Hierarchical Structures using Graph Spectra
A. Shokoufandeh, D. Macrini, S. Dickinson, K. Siddiqi, and S. Zucker,
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Special Issue on Syntactic and Structural pattern Recognition, Volume 27, Number 7, July 2005, pp 1125--1140.

3D Object Retrieval using Many-to-Many Matching of Curve Skeletons
N. Cornea, M. F. Demirci, D. Silver, A. Shokoufandeh, S. Dickinson, and P. Kantor,
Proceedings, International Conference on Shape Modeling and Applications (SMI), MIT, June 2005, pp 368--373.

Coarse-to-Fine Object Recognition using Shock Graphs
A. Bataille and S. Dickinson,
Proceedings, 5th IAPR-TC15 Workshop on Graph-Based Representations for Pattern Recognition, Poitiers, France, April 2005, pp 203--212.

Discrete Representation of Top Points via Scale-Space Tessellation
B. Platel , M. F. Demirci, A. Shokoufandeh, L.M.J. Florack, F.M.W. Kanters, and S.J. Dickinson,
Proceedings, 5th International Conference on Scale Space and PDE Methods in Computer Vision, Hofgeismar, Germany, April 2005, pp 73--84.

Incremental Model-Based Estimation using Geometric Constraints
C. Sminchisescu, D. Metaxas, and S. Dickinson,
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Volume 27, Number 5, May 2005, pp 727--738.

2004

Landmark Selection for Vision-Based Navigation
P. Sala, R. Sim, A. Shokoufandeh, and S. Dickinson,
Proceedings, International Conference on Intelligent Robots and Systems (IROS), Sendai, Japan, September/October, 2004, pp 3131--3138.

Optimal Inference for Hierarchical Skeleton Abstraction
A. Telea, C. Sminchisescu, and S. Dickinson,
Proceedings, International Conference on Pattern Recognition (ICPR), Cambridge, U.K., August 2004, pp 19--22.

Selecting Canonical Views for View-Based 3-D Object Recognition
T. Denton, M. Demirci, J. Abrahamson, A. Shokoufandeh, and S. Dickinson,
Proceedings, International Conference on Pattern Recognition (ICPR), Cambridge, U.K., August 2004, pp 273--276.

Integrating Region and Boundary Information for Improved Spatial Coherence in Object Tracking
D. Chung, W. Maclean, and S. Dickinson,
Proceedings, Workshop on Articulated and Nonrigid Motion, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Washington, D.C., June 27, 2004, e-proceedings - no page numbers.

Many-to-Many Feature Matching Using Spherical Coding of Directed Graphs
M. Demirci, A. Shokoufandeh, S. Dickinson, Y. Keselman, and L. Bretzner,
Proceedings, European Conference on Computer Vision (ECCV), Prague, May, 2004, pp 322--335.

Workshop on Generic Object Recognition and Categorization
S. Dickinson, A. Leonardis, and B. Schiele,
Proceedings, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop,
Washington, D.C., June, 2004.

2003

Many-to-Many Graph Matching via Metric Embedding
Y. Keselman, A. Shokoufandeh, M. Demirci, and S. Dickinson,
Proceedings, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Madison, WI, June 2003, pp 850--857.

Many-to-Many Matching of Scale-Space Hierarchies using Metric Embedding
M. Demirci, A. Shokoufandeh, Y. Keselman, S. Dickinson, and L. Bretzner,
Proceedings, Scale-Space '03, Skye, UK, June 10-12, 2003, pp 17--32.

Towards a Framework for Learning Structured Shape Models from Text-Annotated Images
S. Wachsmuth, S. Stevenson, and S. Dickinson,
Proceedings, HLT-NAACL03 Workshop on Learning Word Meaning from Non-Linguistic Data, Edmonton, June 2003, pp 22--29.

Skeleton Based Shape Matching and Retrieval
H. Sundar, D. Silver, N. Gagvani, and S. Dickinson,
Proceedings, International Conference on Shape Modeling and Applications (SMI), 2003, Seoul, Korea, May 2003, pp 130--142.

2002

Graph-Theoretical Methods in Computer Vision
A. Shokoufandeh and S. Dickinson,
Springer-Verlag Heidelberg Lecture Notes in Computer Science, Volume 2292, 2002, pp 148--174.

View-Based 3-D Object Recognition using Shock Graphs
D. Macrini, A. Shokoufandeh, S. Dickinson, K. Siddiqi, and S. Zucker,
Proceedings, International Conference on Pattern Recognition (ICPR), Quebec, August, 2002, pp 24--28.

Spectral Methods for View-Based 3-D Object Recognition using Silhouettes
D. Macrini, A. Shokoufandeh, S. Dickinson, K. Siddiqi, and S. Zucker,
Proceedings, Joint IAPR International Workshop on Syntactical and Structural Pattern Recognition (SSPR), Windsor, ON, August, 2002, pp 1--14.

On the Representation and Matching of Qualitative Shape at Multiple Scales
A. Shokoufandeh, S. Dickinson, C. Jonsson, L. Bretzner, and T. Lindeberg,
Proceedings, European Conference on Computer Vision (ECCV), Copenhagen, May, 2002, pp 759--775.

2001

Introduction to the Special Section on Graph Algorithms in Computer Vision
S. Dickinson, M. Pelillo, and R. Zabih,
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Volume 23, Number 10, October 2001, pp 1049--1052.

Bridging the Representation Gap Between Models and Exemplars
Y. Keselman and S. Dickinson,
Proceedings, IEEE Computer Society Workshop on Models versus Exemplars in Computer Vision, Kauai, Hawaii, December, 2001, e-proceedings - no page numbers.

Generic Model Abstraction from Examples
Y. Keselman and S. Dickinson,
Proceedings, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Kauai, Hawaii, December, 2001, pp 856--863.

Improving the Scope of Deformable Model Shape and Motion Estimation
C. Sminchisescu, D. Metaxas and S. Dickinson,
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Kauai, Hawaii, December, 2001.

A Unified Framework for Indexing and Matching Hierarchical Shape Structures
A. Shokoufandeh and S. Dickinson,
Proceedings, 4th International Workshop on Visual Form (IWVF), Capri, Italy, May 28--30, 2001, pp 485--492.

1999

Object Representation and Recognition
S. Dickinson,
in: E. Lepore and Z. Pylyshyn (eds.), What is Cognitive Science?, Basil Blackwell publishers, 1999, pp 172--207.

Indexing using a Spectral Encoding of Topological Structure
A. Shokoufandeh, S. Dickinson, K. Siddiqi, and S. Zucker,
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Fort Collins, CO, June 1999, pp 491--497.

A Computational Model of View Degeneracy
S. Dickinson, D. Wilkes, and J. Tsotsos,
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Volume 21, Number 8, 1999, pp 673--689.

Shock Graphs and Shape Matching
K. Siddiqi, A. Shokoufandeh, S. Dickinson, and S. Zucker,
International Journal of Computer Vision (IJCV), Volume 30, 1999, pp 1--24.

View-Based Object Recognition Using Saliency Maps
A. Shokoufandeh, I. Marsic, and S. Dickinson,
Image and Vision Computing (IVC), Volume 17, 1999, pp 445--460.

Applications of Bipartite Matching to Problems in Object Recognition
A. Shokoufandeh and S. Dickinson,
Proceedings, ICCV Workshop on Graph Algorithms and Computer Vision, September 21, 1999, e-proceedings - no page numbers.

1998

PLAYBOT: A Visually-Guided Robot to Assist Physically Disabled Children in Play''
J. Tsotsos, G. Verghese, S. Dickinson, M. Jenkin, A. Jepson, E. Milios, F. Nuflo,
S. Stevenson, M. Black, D. Metaxas, S. Culhane, Y. Ye, and R. Mann,
Image and Vision Computing (IVC), Special Issue on Vision for the Disabled, Vol. 16, 1998, pp 275--292.

View-Based Object Matching
A. Shokoufandeh, I. Marsic, and S. Dickinson,
Proceedings, IEEE International Conference on Computer Vision (ICCV), Bombay, January 4--7, 1998, pp 588--595.

Shock Graphs and Shape Matching
K. Siddiqi, A. Shokoufandeh, S. Dickinson, and S. Zucker,
Proceedings, IEEE International Conference on Computer Vision (ICCV), Bombay, January 4--7, 1998, pp 222--229.

Viewpoint-Invariant Indexing for Content-Based Image Retrieval
S. Dickinson, A. Pentland, and S. Stevenson,
Proceedings, IEEE International Workshop on Content-based Access of Image and Video Databases, Bombay, January 3, 1998, pp 20--30.

Shape-Based Indexing in a Medical Image Database
W. Zhang, S. Dickinson, S. Sclaroff, J. Feldman, and S. Dunn,
Proceedings, IEEE Workshop on Biomedical Image Analysis, Santa Barbara, CA, June 26--27, 1998, pp 221--230.

1997

Active Object Recognition Integrating Attention and Viewpoint Control
S. Dickinson, H. Christensen, J. Tsotsos, and G. Olofsson,
Computer Vision and Image Understanding (CVIU), Vol. 67, No. 3, September 1997, pp 239--260.

Panel Report: The Potential of Geons for Generic 3-D Object Recognition
S. Dickinson, R. Bergevin, I. Biederman, J.-O. Eklundh, A. Jain, R. Munck-Fairwod, and A. Pentland,
Image and Vision Computing (IVC), Vol. 15, No. 4, April 1997, pp 277--292.

The Role of Model-Based Segmentation in the Recovery of Volumetric Parts from Range Data
S. Dickinson, D. Metaxas, and A. Pentland,
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 19, No. 3, March 1997, pp 259--267.

Using Aspect Graphs to Control the Recovery and Tracking of Deformable Models
S. Dickinson and D. Metaxas,
International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), Vol. 11, No. 1, February, 1997, pp 115--142.

Integrating Qualitative and Quantitative Object Representations in the Recovery and Tracking of 3-D Shape
S. Dickinson and D. Metaxas,
in: L. Harris and M. Jenkin (eds.), Computational and Psychophysical Mechanisms of Visual Coding, Cambridge University Press, New York, NY, 1997, pp 221--248.

1995

Recognition by Functional Parts
E. Rivlin, S. Dickinson, and A. Rosenfeld,
Computer Vision and Image Understanding (CVIU), Special Issue on Function-based Object Recognition, Vol. 62, No. 2, September, 1995, pp 164--176.

A Quantitative Model of View Degeneracy and its Application to Active Focal Length Control
D. Wilkes, S. Dickinson and J. Tsotsos,
Proceedings, International Conference on Computer Vision (ICCV), Cambridge, MA, June 20--23, 1995, pp 938--944.

1994

Integrating Qualitative and Quantitative Shape Recovery
S. Dickinson and D. Metaxas,
International Journal of Computer Vision (IJCV), Vol. 13, No. 3, 1994, pp 1--20.

Qualitative Tracking of 3-D Objects Using Active Contour Networks
S. Dickinson, P. Jasiobedzki, G. Olofsson, and H. Christensen,
Proceedings, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, June 1994, pp 812--817.

Recognition by Functional Parts
E. Rivlin, S. Dickinson, and A. Rosenfeld,
Proceedings, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, June 1994, pp 267--274.

Physics-Based Tracking of 3-D Objects in 2-D Image Sequences
M. Chan, D. Metaxas, and S. Dickinson,
Proceedings, 12th International Conference on Pattern Recognition (ICPR), Jerusalem, Israel, October, 1994, pp 432--436.

Navigation Based on a Network of 2-D Images
D. Wilkes, S. Dickinson, E. Rivlin, and R. Basri,
Proceedings, 12th International Conference on Pattern Recognition (ICPR), Jerusalem, Israel, October, 1994, pp 373--378.

A new Approach to Tracking 3-D Objects in 2-D Image Sequences
M. Chan, D. Metaxas, and S. Dickinson,
Proceedings, National Conference on Artificial Intelligence (AAAI), Seattle, August, 1994, pp 960--965.

Active Object Recognition Integrating Attention and Viewpoint Control
S. Dickinson, H. Christensen, J. Tsotsos, and G. Olofsson,
Proceedings, European Conference on Computer Vision (ECCV), May 1994, pp B:3--14.

Decoupling Recognition and Localization in CAD-Based Vision
S. Dickinson and D. Metaxas,
Proceedings, 2nd IEEE CAD-Based Vision Workshop, Champion, PA, February 1994, pp 246--257.

1993

Integration of Quantitative and Qualitative Techniques for Deformable Model Fitting from Orthographic, Perspective, and Stereo Projections
D. Metaxas and S. Dickinson,
Proceedings, Fourth International Conference on Computer Vision (ICCV), Berlin, May, 1993, pp 641--649.

Part-Based Modeling and Qualitative Recognition
S. Dickinson,
in: A. Jain and P. Flynn (eds.), Three-Dimensional Object Recognition Systems, Advances in Image Communication and Machine Vision Series, Elsevier Science Publishers, Amsterdam, 1993, pp 201--228.

1992

From Volumes to Views: An Approach to 3-D Object Recognition
S. Dickinson, A. Pentland, and A. Rosenfeld,
Computer Vision and Image Understanding (CVIU), Special Issue on CAD-based vision, Vol. 55, No. 2, March 1992, pp 130--154.

3-D Shape Recovery using Distributed Aspect Matching
S. Dickinson, A. Pentland, and A. Rosenfeld,
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Special Issue on Interpretation of 3-D Scenes, Vol. 14, No. 2, 1992, pp 174--198.

Algorithms for Road Navigation
L. Davis, D. DeMenthon, S. Dickinson, and P. Veatch,
in: I. Masaki (ed.), Vision-Based Navigation, Springer-Verlag, New York, 1992, pp 83--110.

1991

From Volumes to Views: An Approach to 3-D Object Recognition
S. Dickinson, A. Pentland, and A. Rosenfeld,
Proceedings, IEEE Workshop on Directions in Automated CAD-Based Vision, Maui, HI, June, 1991, pp 85--96.

1990

A Flexible Tool for Prototyping ALV Road Following Algorithms
S. Dickinson and L. Davis,
IEEE Transactions on Robotics and Automation (RA), Vol. 6, No. 2, 1990, pp 232--242.

A Representation for Qualitative 3-D Object Recognition Integrating Object-Centered and Viewer-Centered Models
S. Dickinson, A. Pentland, and A. Rosenfeld,
in: K. Leibovic (ed.), Vision: A Convergence of Disciplines, Springer Verlag, NY, 1990, pp 398--421.

Qualitative 3-D Shape Reconstruction Using Distributed Aspect Matching
S. Dickinson, A. Pentland, and A. Rosenfeld,
Proceedings, Third IEEE International Conference on Computer Vision (ICCV), Osaka, Japan, December, 1990, pp 257--262.

1988

An Expert Vision System for Autonomous Land Vehicle Road Following
S. Dickinson and L. Davis,
Proceedings, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Ann Arbor, MI, June, 1988, pp 826--831.



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Last modified: Jan 1, 2021
Maintained by: Sven Dickinson