Davi Geiger

Associate Professor of Computer Science and Neural Science

1987 …2018
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Research Output 1987 2018

2018

Quantum interference and shape detection

Geiger, D. & Kedem, Z., Jan 1 2018, Energy Minimization Methods in Computer Vision and Pattern Recognition - 11th International Conference, EMMCVPR 2017, Revised Selected Papers. Springer-Verlag, p. 18-33 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10746 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Quantum Interference
Statistical methods
Hough transforms
Cost functions
Statistical method
2017
Convolution

A convolutional approach to reflection symmetry

Cicconet, M., Birodkar, V., Lund, M., Werman, M. & Geiger, D., Aug 1 2017, In : Pattern Recognition Letters. 95, p. 44-50 7 p.

Research output: Contribution to journalArticle

Convolution

Variational convolutional networks for human-centric annotations

Ke, T. W., Lin, C. W., Liu, T. L. & Geiger, D., 2017, Computer Vision - 13th Asian Conference on Computer Vision, ACCV 2016, Revised Selected Papers. Springer Verlag, Vol. 10114 LNCS. p. 120-135 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10114 LNCS).

Research output: Chapter in Book/Report/Conference proceedingChapter

Annotation
Encoder
Model
Integrate
Benchmark
2015

Complex-valued Hough transforms for circles

Cicconet, M., Geiger, D. & Werman, M., 2015, IEEE 22nd International Conference in Image Processing (ICIP), 2015, Quebec City, Canada.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2014

Ellipses from triangles

Cicconet, M., Gunsalus, K., Geiger, D. & Werman, M., Jan 28 2014, 2014 IEEE International Conference on Image Processing, ICIP 2014. Institute of Electrical and Electronics Engineers Inc., p. 3626-3630 5 p. 7025736

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Linear algebra
Decomposition
Cell Tracking
Cell Division
Embryonic Development
Labels
Mammalian Embryo
Mirrors
Data structures
Pixels
Mirrors
Data structures
Pixels
Mirrors
Data structures
Pixels
Mirrors
Data structures
Pixels

Mirror symmetry histograms for capturing geometric properties in images

Cicconet, M., Geiger, D., Gunsalus, K. C. & Werman, M., Sep 24 2014, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, p. 2981-2986 6 p. 6909777

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Mirrors
Data structures
Pixels

Shape statistics for cell division detection in time-lapse videos of early mouse embryo

Cicconet, M., Gunsalus, K., Geiger, D. & Werman, M., Jan 28 2014, 2014 IEEE International Conference on Image Processing, ICIP 2014. Institute of Electrical and Electronics Engineers Inc., p. 3622-3625 4 p. 7025735

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hough transforms
Dynamic programming
Cells
Statistics
2013

DevStaR: High-throughput quantification of C. elegans developmental stages

White, A. G., Lees, B., Kao, H. L., Cipriani, P. G., Munarriz, E., Paaby, A. B., Erickson, K., Guzman, S., Rattanakorn, K., Sontag, E., Geiger, D., Gunsalus, K. C. & Piano, F., 2013, In : IEEE Transactions on Medical Imaging. 32, 10, p. 1791-1803 13 p., 6521338.

Research output: Contribution to journalArticle

Animal Behavior
Genetic Models
Throughput
Phenotype
Learning systems

Wavelet-based circular hough transform and its application in embryo development analysis

Cicconet, M., Geiger, D. & Gunsalus, K., 2013, VISAPP 2013 - Proceedings of the International Conference on Computer Vision Theory and Applications. Vol. 1. p. 669-674 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hough transforms
Convolution
Dynamic programming
Computer vision
Learning systems
2010

Rapid and accurate developmental stage recognition of C. elegans from high-throughput image data

White, A. G., Cipriani, P. G., Kao, H. L., Lees, B., Geiger, D., Sontag, E., Gunsalus, K. C. & Piano, F., 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2010. p. 3089-3096 8 p. 5540065

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Object recognition
Throughput
Function evaluation
Image analysis
Labels
2009

Forward-backward study of the stereo vision problem

de Menezes, F. S., Geiger, D., Abreu e Silva, R. M., Distler, G. & Hu, A., Apr 2009, In : Computer Physics Communications. 180, 4, p. 664-668 5 p.

Research output: Contribution to journalArticle

Stereo vision
2006

Illusory volumes in human stereo perception

Ishikawa, H. & Geiger, D., Jan 2006, In : Vision Research. 46, 1-2, p. 171-178 8 p.

Research output: Contribution to journalArticle

Depth Perception
Periodicity
Noise
Observation

Rethinking the prior model for stereo

Ishikawa, H. & Geiger, D., 2006, Computer Vision - ECCV 2006, 9th European Conference on Computer Vision, Proceedings. Vol. 3953 LNCS. p. 526-537 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3953 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Human Vision
Stereo Matching
Matching Algorithm
Model
Smoothing
2005

Detecting malicious network traffic using inverse distributions of packet contents

Karamcheti, V., Geiger, D., Kedem, Z. & Muthukrishnan, S., 2005, Proceedings of ACM SIGCOMM 2005 Workshop on Mining Network Data, MineNet 2005. p. 165-170 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Finding tree structures by grouping symmetries

Ishikawa, H., Geiger, D. & Cole, R., 2005, Proceedings - 10th IEEE International Conference on Computer Vision, ICCV 2005. Vol. II. p. 1132-1139 8 p. 1544848

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Dynamic programming
Polynomials
Networks (circuits)

Higher-dimensional segmentation by minimum-cut algorithm

Ishikawa, H. & Geiger, D., 2005, Proceedings of the 9th IAPR Conference on Machine Vision Applications, MVA 2005. p. 488-491 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2003

Representation and self-similarity of shapes

Geiger, D., Liu, T. L. & Kohn, R., Jan 2003, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 25, 1, p. 86-99 14 p.

Research output: Contribution to journalArticle

Self-similarity
Parameterization
Trees (mathematics)
Dynamic programming
MAP Estimation
2001

A continuous shape descriptor by orientation diffusion

Pao, H. K. & Geiger, D., 2001, Energy Minimization Methods in Computer Vision and Pattern Recognition - 3rd International Workshop, EMMCVPR 2001, Proceedings. Springer Verlag, Vol. 2134. p. 544-559 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2134).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Shape Descriptor
Convexity
Information retrieval
Figure
Skeleton
2000

On-line handwriting recognition system using fisher segmental matching and Hypotheses Propagation Network

Oh, J. & Geiger, D., 2000, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Vol. 2. p. 343-348 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Engines
Discriminant analysis
Glossaries
1999

Approximate tree matching and shape similarity

Liu, T. L. & Geiger, D., 1999, Proceedings of the IEEE International Conference on Computer Vision. IEEE, Vol. 1. p. 456-462 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Stretching
Costs

Mass estimation of DNA molecules and extraction of ordered restriction maps in optical mapping imagery

Parida, L. & Geiger, D., 1999, In : Algorithmica (New York). 25, 2-3, p. 295-310 16 p.

Research output: Contribution to journalArticle

DNA
Molecules
Restriction
Fragment
Genome

Measuring convexity for figure/ground separation

Pao, H. K., Geiger, D. & Rubin, N., 1999, Proceedings of the IEEE International Conference on Computer Vision. IEEE, Vol. 2. p. 948-955 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Display devices
Computer vision
Machinery

Shape of illusory figures

Geiger, D., Pao, H. K., Kumaran, K. & Rubin, N., 1999, IEEE International Conference on Image Processing. IEEE, Vol. 2. p. 6-10 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Derivatives
Entropy
Taylor series
Stochastic models

Sparse representations for image decompositions

Geiger, D., Liu, T. L. & Donahue, M. J., Sep 1999, In : International Journal of Computer Vision. 33, 2, p. 139-156 18 p.

Research output: Contribution to journalArticle

Decomposition
Cost functions
Computational complexity
Pixels
1998

Determining the similarity of deformable shapes

Basri, R., Costa, L., Geiger, D. & Jacobs, D., Aug 1998, In : Vision Research. 38, 15-16, p. 2365-2385 21 p.

Research output: Contribution to journalArticle

Recognition (Psychology)
Signal reconstruction
Statistics
Concretes

Features as sufficient statistics

Geiger, D., Rudra, A. & Maloney, L., 1998, Advances in Neural Information Processing Systems 10 - Proceedings of the 1997 Conference, NIPS 1997. Neural information processing systems foundation, p. 794-800 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Signal reconstruction
Statistics
Concretes

Junctions: detection, classification, and reconstruction

Parida, L., Geiger, D. & Hummel, R., 1998, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 20, 7, p. 687-698 12 p.

Research output: Contribution to journalArticle

Image understanding
Object recognition
Wedge
Dynamic programming
Image analysis

Occlusions, discontinuities, and epipolar lines in stereo

Ishikawa, H. & Geiger, D., 1998, Computer Vision - ECCV 1998 - 5th European Conference on Computer Vision, Proceedings. Springer Verlag, Vol. 1406. p. 232-248 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1406).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Occlusion
Discontinuity
Binoculars
Line
Directed graphs

Representation and self-similarity of shapes

Liu, T. L., Geiger, D. & Kohn, R., 1998, Proceedings of the IEEE International Conference on Computer Vision. IEEE, p. 1129-1135 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Parameterization

Resolution-appropriate shape representation

Baldwin, B., Geiger, D. & Hummel, R., 1998, Proceedings of the IEEE International Conference on Computer Vision. IEEE, p. 460-465 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image resolution
Derivatives
Tomography

Salient and multiple illusory surfaces

Geiger, D., Pao, H. & Rubin, N., 1998, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Comp Soc, p. 118-124 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Pixels

Segmentation by grouping junctions

Ishikawa, H. & Geiger, D., 1998, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Comp Soc, p. 125-131 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Pixels
Computer vision
Polynomials
1997

Kona: A multi-junction detector using minimum description length principle

Parida, L., Geiger, D. & Hummel, R., 1997, Energy Minimization Methods in Computer Vision and Pattern Recognition - International Workshop EMMCVPR 1997, Proceedings. Springer Verlag, Vol. 1223. p. 51-65 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1223).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Wedge
Detector
Detectors
Image Understanding
Image understanding

Visual deconstruction: Recognizing articulated objects

Liu, T. L. & Geiger, D., 1997, Energy Minimization Methods in Computer Vision and Pattern Recognition - International Workshop EMMCVPR 1997, Proceedings. Springer Verlag, Vol. 1223. p. 295-309 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1223).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Information theory
Dijkstra Algorithm
Information Theory
Bottom-up
Optimization Algorithm
1996

Illusory surface perception and visual organization

Kumaran, K., Geiger, D. & Gurvits, L., Jan 1 1996, In : Network: Computation in Neural Systems. 7, 2, p. 437 1 p.

Research output: Contribution to journalArticle

Visual Perception

Image recognition with occlusions

Liu, T. L., Donahue, M., Geiger, D. & Hummel, R., 1996, Computer Vision – ECCV 1996 - 4th European Conference on Computer Vision, Proceedings. Springer Verlag, Vol. 1064. p. 556-565 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1064).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image recognition
Image Recognition
Global optimization
Occlusion
Local Minima

Organization of illusory surfaces

Geiger, D. & Kumaran, K., 1996, Computer Vision – ECCV 1996 - 4th European Conference on Computer Vision, Proceedings. Springer Verlag, Vol. 1064. p. 413-424 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1064).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Surface states
Common factor
Bayesian Model
Occlusion
Overlapping

Recognizing articulated objects with information theoretic methods

Geiger, D. & Liu, T. L., 1996, Proceedings of the International Conference on Automatic Face and Gesture Recognition. IEEE, p. 45-50 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sparse representations for image decomposition with occlusions

Donahue, M., Geiger, D., Hummel, R. & Liu, T. L., 1996, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE, p. 7-12 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Decomposition

Visual organization for figure/ground separation

Geiger, D., Kumaran, K. & Parida, L., 1996, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE, p. 155-160 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Physics
Experiments
1995

Determining the similarity of deformable shapes

Basri, R., Costa, L., Geiger, D. & Jacobs, D., 1995, Proc Workshop Phys Based Model Computer Vision. Anon (ed.). IEEE, p. 135-143 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cost functions
Dynamic programming
Computer vision
Costs
Decomposition

Dynamic Programming for Detecting, Tracking, and Matching Deformable Contours

Geiger, D., Gupta, A., Vlontzos, J. & Costa, L. A., 1995, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 17, 3, p. 294-302 9 p.

Research output: Contribution to journalArticle

Dynamic programming
Dynamic Programming
Segmentation
Medical Image
Region of Interest

Feature transform for ATR image decomposition

Geiger, D., Hummel, R., Baldwin, B., Liu, T. L. & Parida, L., 1995, Proceedings of SPIE - The International Society for Optical Engineering. Vol. 2484. p. 512-523 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Decomposition
decomposition
Detectors
Discrete Fourier transforms
Feature extraction