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2020 – today
- 2024
[c81]Luciano Dyballa, Samuel Lang, Alexandra Haslund-Gourley, Eviatar Yemini, Steven W. Zucker:
Learning dynamic representations of the functional connectome in neurobiological networks. ICLR 2024- [c80]Evan Gerritz, Luciano Dyballa, Steven W. Zucker:
Zero-shot generalization across architectures for visual classification. Tiny Papers @ ICLR 2024 - [i13]Evan Gerritz, Luciano Dyballa, Steven W. Zucker:
Zero-shot generalization across architectures for visual classification. CoRR abs/2402.14095 (2024) - [i12]Luciano Dyballa, Samuel Lang, Alexandra Haslund-Gourley, Eviatar Yemini, Steven W. Zucker:
Learning dynamic representations of the functional connectome in neurobiological networks. CoRR abs/2402.14102 (2024) - [i11]Luciano Dyballa, Evan Gerritz, Steven W. Zucker:
A separability-based approach to quantifying generalization: which layer is best? CoRR abs/2405.01524 (2024) - 2023
- [j71]Maria Virginia Bolelli, Giovanna Citti, Alessandro Sarti, Steven W. Zucker:
Good continuation in 3D: the neurogeometry of stereo vision. Frontiers Comput. Sci. 5 (2023) - [j70]Luciano Dyballa
, Steven W. Zucker:
IAN: Iterated Adaptive Neighborhoods for Manifold Learning and Dimensionality Estimation. Neural Comput. 35(3): 453-524 (2023) - [c79]Maria Virginia Bolelli, Giovanna Citti, Alessandro Sarti, Steven W. Zucker:
A Neurogeometric Stereo Model for Individuation of 3D Perceptual Units. GSI (1) 2023: 53-62 - 2022
- [i10]Luciano Dyballa, Steven W. Zucker:
IAN: Iterated Adaptive Neighborhoods for manifold learning and dimensionality estimation. CoRR abs/2208.09123 (2022) - 2020
- [i9]Benjamin Kunsberg, Steven W. Zucker:
From Boundaries to Bumps: when closed (extremal) contours are critical. CoRR abs/2005.08116 (2020) - [i8]Steven W. Zucker:
On Qualitative Shape Inferences: a journey from geometry to topology. CoRR abs/2008.08622 (2020)
2010 – 2019
- 2018
- [j69]Daniel N. Holtmann-Rice, Benjamin S. Kunsberg, Steven W. Zucker:
Tensors, Differential Geometry and Statistical Shading Analysis. J. Math. Imaging Vis. 60(6): 968-992 (2018) - [j68]Benjamin Kunsberg, Steven W. Zucker:
Critical Contours: An Invariant Linking Image Flow with Salient Surface Organization. SIAM J. Imaging Sci. 11(3): 1849-1877 (2018) - 2017
- [j67]Junjiajia Long, Steven W. Zucker, Thierry Emonet:
Feedback between motion and sensation provides nonlinear boost in run-and-tumble navigation. PLoS Comput. Biol. 13(3) (2017) - [i7]Daniel Niels Holtmann-Rice, Benjamin S. Kunsberg, Steven W. Zucker:
What's In A Patch, I: Tensors, Differential Geometry and Statistical Shading Analysis. CoRR abs/1705.05885 (2017) - [i6]Benjamin S. Kunsberg, Daniel Niels Holtmann-Rice, Steven W. Zucker:
What's In A Patch, II: Visualizing generic surfaces. CoRR abs/1705.05902 (2017) - [i5]Benjamin S. Kunsberg, Steven W. Zucker:
Critical Contours: An Invariant Linking Image Flow with Salient Surface Organization. CoRR abs/1705.07329 (2017) - [i4]Vincent Zhao, Steven W. Zucker:
Feature Selection Facilitates Learning Mixtures of Discrete Product Distributions. CoRR abs/1711.09195 (2017) - 2015
- [i3]Vincent Zhao, Steven W. Zucker:
Active Sets Improves Learning for Mixture Models. CoRR abs/1506.02975 (2015) - 2014
- [j66]Steven W. Zucker:
Stereo, Shading, and Surfaces: Curvature Constraints Couple Neural Computations. Proc. IEEE 102(5): 812-829 (2014) - [j65]Benjamin Kunsberg, Steven W. Zucker:
How Shading Constrains Surface Patches without Knowledge of Light Sources. SIAM J. Imaging Sci. 7(2): 641-668 (2014) - [c78]Quan Wang, Elizabeth S. Kim, Katarzyna Chawarska, Brian Scassellati, Steven W. Zucker, Frédérick Shic:
On relationships between fixation identification algorithms and fractal box counting methods. ETRA 2014: 67-74 - [c77]Matthew Lawlor, Steven W. Zucker:
Feedforward Learning of Mixture Models. NIPS 2014: 2564-2572 - [i2]Matthew Lawlor, Steven W. Zucker:
An Online Algorithm for Learning Selectivity to Mixture Means. CoRR abs/1410.8580 (2014) - 2013
- [c76]Minh Tam Le, Matthew Lawlor, Bruce M. Russett, John Sweeney, Steven W. Zucker:
Analysis of UN Voting Patterns via Diffusion Geometry and Thematic Clustering. ICDM Workshops 2013: 544-551 - [c75]Minh Tam Le, John Sweeney, Matthew Lawlor, Steven W. Zucker:
Discovering thematic structure in political datasets. ISI 2013: 163-165 - [c74]Matthew Lawlor, Steven W. Zucker:
Third-Order Edge Statistics: Contour Continuation, Curvature, and Cortical Connections. NIPS 2013: 1763-1771 - [p6]Steven W. Zucker:
Distance Images and the Enclosure Field: Applications in Intermediate-Level Computer and Biological Vision. Innovations for Shape Analysis, Models and Algorithms 2013: 301-323 - [p5]Steven W. Zucker:
The Visual Hierarchy Mirage: Seeing Trees in a Graph. Shape Perception in Human and Computer Vision 2013: 157-170 - [i1]Benjamin Kunsberg, Steven W. Zucker:
Characterizing Ambiguity in Light Source Invariant Shape from Shading. CoRR abs/1306.5480 (2013) - 2012
- [c73]Benjamin Kunsberg, Steven W. Zucker:
The differential geometry of shape from shading: Biology reveals curvature structure. CVPR Workshops 2012: 39-46 - [c72]Minh Tam Le, John Sweeney, Bruce M. Russett, Steven W. Zucker:
Structural inference in political science datasets. ISI 2012: 138-140 - 2011
- [c71]Pavel Dimitrov, Matthew Lawlor, Steven W. Zucker:
Distance Images and Intermediate-Level Vision. SSVM 2011: 653-664 - 2010
- [j64]Ohad Ben-Shahar, Steven W. Zucker:
General Geometric Good Continuation: From Taylor to Laplace via Level Sets. Int. J. Comput. Vis. 86(1): 48-71 (2010) - [j63]Gang Li, Steven W. Zucker:
Differential Geometric Inference in Surface Stereo. IEEE Trans. Pattern Anal. Mach. Intell. 32(1): 72-86 (2010) - [j62]Yosi Keller, Ronald R. Coifman, Stéphane Lafon, Steven W. Zucker:
Audio-visual group recognition using diffusion maps. IEEE Trans. Signal Process. 58(1): 403-413 (2010) - [c70]Minh Tam Le, John Sweeney, Edo Liberty, Steven W. Zucker:
Similarity kernels via bi-clustering for conventional intergovernmental organizations. ISI 2010: 218-220
2000 – 2009
- 2009
- [j61]Edo Liberty, Steven W. Zucker:
The Mailman algorithm: A note on matrix-vector multiplication. Inf. Process. Lett. 109(3): 179-182 (2009) - [c69]Justin W. Hart, Eleanor R. Avrunin, David Golub, Brian Scassellati, Steven W. Zucker:
Incorporating active vision into the body schema. HRI 2009: 315-316 - 2008
- [c68]Justin W. Hart, Brian Scassellati, Steven W. Zucker:
Epipolar Geometry for Humanoid Robotic Heads. ICVW 2008: 24-36 - 2007
- [j60]Patrick S. Huggins, Steven W. Zucker:
Greedy Basis Pursuit. IEEE Trans. Signal Process. 55(7-2): 3760-3772 (2007) - [c67]Gang Li, Yakup Genc, Steven W. Zucker:
Multi-View Edge-based Stereo by Incorporating Spatial Coherence. 3DIM 2007: 341-348 - [c66]Ohad Ben-Shahar, Gang Li, Steven W. Zucker:
Connection Geometry, Color, and Stereo. CAIP 2007: 13-19 - [c65]Peter Savadjiev, Steven W. Zucker, Kaleem Siddiqi:
On the Differential Geometry of 3D Flow Patterns: Generalized Helicoids and Diffusion MRI Analysis. ICCV 2007: 1-8 - 2006
- [j59]Gang Li, Steven W. Zucker:
Contextual Inference in Contour-Based Stereo Correspondence. Int. J. Comput. Vis. 69(1): 59-75 (2006) - [c64]Ohad Ben-Shahar, Andreas Glaser, Steven W. Zucker:
Good Continuation in Layers: Shading flows, color flows, surfaces and shadows. CVPR Workshops 2006: 176 - [c63]Gang Li, Steven W. Zucker:
Surface Geometric Constraints for Stereo in Belief Propagation. CVPR (2) 2006: 2355-2362 - [c62]Gang Li, Steven W. Zucker:
Differential Geometric Consistency Extends Stereo to Curved Surfaces. ECCV (3) 2006: 44-57 - [p4]Sylvain Bouix, Kaleem Siddiqi, Allen R. Tannenbaum, Steven W. Zucker:
Medial Axis Computation and Evolution. Statistics and Analysis of Shapes 2006: 1-28 - 2005
- [j58]Ali Shokoufandeh, Diego Macrini, Sven J. Dickinson, Kaleem Siddiqi, Steven W. Zucker:
Indexing Hierarchical Structures Using Graph Spectra. IEEE Trans. Pattern Anal. Mach. Intell. 27(7): 1125-1140 (2005) - [c61]Gang Li, Steven W. Zucker:
Stereo for Slanted Surfaces: First Order Disparities and Normal Consistency. EMMCVPR 2005: 617-632 - [c60]Ohad Ben-Shahar, Steven W. Zucker:
Good Continuation of General 2D Visual Features: Dual Harmonic Models and Computational Inference. ICCV 2005: 1643-1650 - 2004
- [j57]Ohad Ben-Shahar, Steven W. Zucker:
Geometrical Computations Explain Projection Patterns of Long-Range Horizontal Connections in Visual Cortex. Neural Comput. 16(3): 445-476 (2004) - [j56]Ohad Ben-Shahar, Steven W. Zucker:
Hue geometry and horizontal connections. Neural Networks 17(5-6): 753-771 (2004) - [c59]Steven W. Zucker:
Hue Flows and Scene Structure. 3DPVT 2004: 704 - 2003
- [j55]Stephen M. Pizer, Kaleem Siddiqi, Gábor Székely, James N. Damon, Steven W. Zucker:
Multiscale Medial Loci and Their Properties. Int. J. Comput. Vis. 55(2-3): 155-179 (2003) - [j54]Jonas August, Steven W. Zucker:
Sketches with Curvature: The Curve Indicator Random Field and Markov Processes. IEEE Trans. Pattern Anal. Mach. Intell. 25(4): 387-400 (2003) - [j53]Ohad Ben-Shahar, Steven W. Zucker:
The Perceptual Organization of Texture Flow: A Contextual Inference Approach. IEEE Trans. Pattern Anal. Mach. Intell. 25(4): 401-417 (2003) - [c58]Ohad Ben-Shahar, Steven W. Zucker:
Hue fields and Color Curvatures: A Perceptual Organization Approach to Color Image Denoising. CVPR (2) 2003: 713-720 - 2002
- [j52]Kaleem Siddiqi, Sylvain Bouix, Allen R. Tannenbaum, Steven W. Zucker:
Hamilton-Jacobi Skeletons. Int. J. Comput. Vis. 48(3): 215-231 (2002) - [c57]Steven W. Zucker, Gang Li:
Geometry of Contour-based Correspondence for Stereo. 3DPVT 2002: 709-712 - [c56]Ohad Ben-Shahar, Patrick S. Huggins, Steven W. Zucker:
On Computing Visual Flows with Boundaries: The Case of Shading and Edges. Biologically Motivated Computer Vision 2002: 189-198 - [c55]Patrick S. Huggins, Steven W. Zucker:
Representing Edge Models via Local Principal Component Analysis. ECCV (1) 2002: 384-398 - [c54]Diego Macrini, Ali Shokoufandeh, Sven J. Dickinson, Kaleem Siddiqi, Steven W. Zucker:
View-Based 3-D Object Recognition using Shock Graphs. ICPR (3) 2002: 24- - [c53]Diego Macrini, Ali Shokoufandeh, Sven J. Dickinson, Kaleem Siddiqi, Steven W. Zucker:
Spectral Methods for View-Based 3-D Object Recognition Using Silhouettes. SSPR/SPR 2002: 1-14 - 2001
- [j51]Benoit Dubuc, Steven W. Zucker:
Complexity, Confusion, and Perceptual Grouping. Part I: The Curve-like Representation. Int. J. Comput. Vis. 42(1/2): 55-82 (2001) - [j50]Benoit Dubuc, Steven W. Zucker:
Complexity, Confusion, and Perceptual Grouping. Part II: Mapping Complexity. Int. J. Comput. Vis. 42(1/2): 83-115 (2001) - [j49]Benoit Dubuc, Steven W. Zucker:
Complexity, Confusion, and Perceptual Grouping. Part I: The Curve-like Representation. J. Math. Imaging Vis. 15(1-2): 55-82 (2001) - [j48]Benoit Dubuc, Steven W. Zucker:
Complexity, Confusion, and Perceptual Grouping. Part II: Mapping Complexity. J. Math. Imaging Vis. 15(1-2): 83-116 (2001) - [c52]Patrick S. Huggins, Hansen F. Chen, Peter N. Belhumeur, Steven W. Zucker:
Finding Folds: On the Appearance and Identification of Occlusion. CVPR (2) 2001: 718-725 - [c51]Ohad Ben-Shahar, Steven W. Zucker:
On the Perceptual Organization of Texture and Shading Flows: From a Geometrical Model to Coherence Computation. CVPR (1) 2001: 1048-1055 - [c50]Jonas August, Steven W. Zucker:
A Markov Process Using Curvature for Filtering Curve Images. EMMCVPR 2001: 497-512 - [c49]Patrick S. Huggins, Steven W. Zucker:
Folds and Cuts: How Shading Flows Into Edges. ICCV 2001: 153-158 - [c48]Patrick S. Huggins, Steven W. Zucker:
How Folds Cut a Scene. IWVF 2001: 323-332 - [c47]Marcello Pelillo, Kaleem Siddiqi, Steven W. Zucker:
Many-to-many Matching of Attributed Trees Using Association Graphs and Game Dynamics. IWVF 2001: 583-593 - 2000
- [j47]Douglas A. Miller, Steven W. Zucker:
Cliques, computation, and computational tractability. Pattern Recognit. 33(4): 535-542 (2000) - [c46]Steven W. Zucker:
Computing in Cortical Columns: Curve Inference and Stereo Correspondence. Biologically Motivated Computer Vision 2000: 189-208 - [c45]Shamez Alibhai, Steven W. Zucker:
Contour-Based Correspondence for Stereo. ECCV (1) 2000: 314-330 - [c44]Massimo Bartoli, Marcello Pelillo, Kaleem Siddiqi, Steven W. Zucker:
Attributed Tree Homomorphism Using Association Graphs. ICPR 2000: 2133-2136
1990 – 1999
- 1999
- [j46]Jonas August, Kaleem Siddiqi, Steven W. Zucker:
Contour Fragment Grouping and Shared, Simple Occluders. Comput. Vis. Image Underst. 76(2): 146-162 (1999) - [j45]Jonas August, Kaleem Siddiqi, Steven W. Zucker:
Ligature Instabilities in the Perceptual Organization of Shape. Comput. Vis. Image Underst. 76(3): 231-243 (1999) - [j44]Peter N. Belhumeur, James S. Duncan, Gregory D. Hager, Drew V. McDermott, A. Stephen Morse, Steven W. Zucker:
Computational Vision at Yale. Int. J. Comput. Vis. 35(1): 5-12 (1999) - [j43]Kaleem Siddiqi, Ali Shokoufandeh, Sven J. Dickinson, Steven W. Zucker:
Shock Graphs and Shape Matching. Int. J. Comput. Vis. 35(1): 13-32 (1999) - [j42]Kaleem Siddiqi, Benjamin B. Kimia, Allen R. Tannenbaum, Steven W. Zucker:
Shapes, shocks and wiggles. Image Vis. Comput. 17(5-6): 365-373 (1999) - [j41]Steven W. Zucker, Douglas Miller:
Computing With Self-Excitatory Cliques: A Model and an Application to Hyperacuity-Scale Computation in Visual Cortex. Neural Comput. 11(1): 21-66 (1999) - [j40]Marcello Pelillo, Kaleem Siddiqi, Steven W. Zucker:
Matching Hierarchical Structures Using Association Graphs. IEEE Trans. Pattern Anal. Mach. Intell. 21(11): 1105-1120 (1999) - [c43]Jonas August, Steven W. Zucker, Kaleem Siddiqi:
Ligature Instabilities in the Perceptual Organization of Shape. CVPR 1999: 2042-2048 - [c42]Ali Shokoufandeh, Sven J. Dickinson, Kaleem Siddiqi, Steven W. Zucker:
Indexing using a Spectral Encoding of Topological Structure. CVPR 1999: 2491-2497 - [c41]Kaleem Siddiqi, Allen R. Tannenbaum, Steven W. Zucker:
A Hamiltonian Approach to the Eikonal Equation. EMMCVPR 1999: 1-13 - [c40]Jonas August, Allen R. Tannenbaum, Steven W. Zucker:
On the Evolution of the Skeleton. ICCV 1999: 315-322 - [c39]Kaleem Siddiqi, Sylvain Bouix, Allen R. Tannenbaum, Steven W. Zucker:
The Hamilton-Jacobi Skeleton. ICCV 1999: 828-834 - [c38]Marcello Pelillo, Kaleem Siddiqi, Steven W. Zucker:
Attributed Tree Matching and Maximum Weight Cliques. ICIAP 1999: 1154-1159 - 1998
- [j39]James H. Elder, Steven W. Zucker:
Local Scale Control for Edge Detection and Blur Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 20(7): 699-716 (1998) - [j38]Kaleem Siddiqi, Yves Bérubé Lauzière, Allen R. Tannenbaum, Steven W. Zucker:
Area and length minimizing flows for shape segmentation. IEEE Trans. Image Process. 7(3): 433-443 (1998) - [c37]Marcello Pelillo, Kaleem Siddiqi, Steven W. Zucker:
Matching Hierarchical Structures Using Association Graphs. ECCV (2) 1998: 3-16 - [c36]Kaleem Siddiqi, Allen R. Tannenbaum, Steven W. Zucker:
Hyperbolic "Smoothing" of Shapes. ICCV 1998: 215-221 - [c35]Kaleem Siddiqi, Ali Shokoufandeh, Sven J. Dickinson, Steven W. Zucker:
Shock Graphs and Shape Matching. ICCV 1998: 222-229 - [p3]Jean-Luc Brylinski, Steven W. Zucker:
An Overview of Recent Advances in Hodge Theory. Complex Manifolds 1998: 39-142 - 1997
- [j37]Michael S. Langer, Steven W. Zucker:
Casting Light on Illumination: A Computational Model and Dimensional Analysis of Sources. Comput. Vis. Image Underst. 65(2): 322-335 (1997) - [c34]Michael S. Langer, Steven W. Zucker:
What is a light source? CVPR 1997: 172-178 - [c33]Kaleem Siddiqi, Steven W. Zucker, Yves Bérubé Lauzière, Allen R. Tannenbaum:
Area and Length Minimizing Flows for Shape Segmentation. CVPR 1997: 621-627 - [c32]Douglas A. Miller, Steven W. Zucker:
Reliable Computation and Related Games. EMMCVPR 1997: 3-18 - [c31]Kaleem Siddiqi, Steven W. Zucker, Allen R. Tannenbaum:
Area Minimizing Flows. ICIP (3) 1997: 392-395 - 1996
- [c30]James H. Elder, Steven W. Zucker:
Space Scale Localization, Blur, and Contour-Based Image Coding. CVPR 1996: 27-34 - [c29]Pierre Breton, Steven W. Zucker:
Shadows and shading flow fields. CVPR 1996: 782-789 - [c28]James H. Elder, Steven W. Zucker:
Local Scale Control for Edge Detection and Blur Estimation. ECCV (2) 1996: 57-69 - [c27]James H. Elder, Steven W. Zucker:
Computing Contour Closure. ECCV (1) 1996: 399-412 - [c26]Jonas August, Kaleem Siddiqi, Steven W. Zucker:
Fragment grouping via the principle of perceptual occlusion. ICPR 1996: 3-8 - 1995
- [j36]Benjamin B. Kimia, Allen R. Tannenbaum, Steven W. Zucker:
Shapes, shocks, and deformations I: The components of two-dimensional shape and the reaction-diffusion space. Int. J. Comput. Vis. 15(3): 189-224 (1995) - [j35]Lee A. Iverson, Steven W. Zucker:
Logical/Linear Operators for Image Curves. IEEE Trans. Pattern Anal. Mach. Intell. 17(10): 982-996 (1995) - [c25]Benoit Dubuc, Steven W. Zucker:
A complexity space for curve grouping. CAIP 1995: 33-40 - [c24]James H. Elder, Steven W. Zucker:
Shadows, Defocus and Reliable Estimation. CAIP 1995: 318-325 - [c23]Benoit Dubuc, Steven W. Zucker:
Indexing Visual Representations through the Complexity Map. ICCV 1995: 142-149 - [c22]Michael S. Langer, Gregory Dudek, Steven W. Zucker:
Space occupancy using multiple shadowimages. IROS (1) 1995: 285-290 - 1994
- [c21]Michael S. Langer, Steven W. Zucker:
Spatially Varying Illumination: A Computational Model of Converging and Diverging Sources. ECCV (2) 1994: 227-232 - [c20]Benoit Dubuc, Steven W. Zucker:
Curve-like sets, normal complexity, and representation. ICPR (1) 1994: 216-221 - [p2]Benjamin B. Kimia, Allen R. Tannenbaum, Steven W. Zucker:
On Optimal Control Methods in Computer Vision and Image Processing. Geometry-Driven Diffusion in Computer Vision 1994: 307-338 - 1993
- [c19]Steven W. Zucker:
Visual Computations and Dot Cluster. Partitioning Data Sets 1993: 391-408 - [c18]Michael S. Langer, Steven W. Zucker:
Diffuse shading, visibility fields, and the geometry of ambient light. ICCV 1993: 138-147 - [p1]