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Davi Geiger

Associate Professor of Computer Science and Neural Science

    1987 …2018

    Research output per year

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    Research Output

    2018

    Quantum interference and shape detection

    Geiger, D. & Kedem, Z. M., Jan 1 2018, Energy Minimization Methods in Computer Vision and Pattern Recognition - 11th International Conference, EMMCVPR 2017, Revised Selected Papers. Pelillo, M. & Hancock, E. (eds.). 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

    2017

    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

    Variational convolutional networks for human-centric annotations

    Ke, T. W., Lin, C. W., Liu, T. L. & Geiger, D., Jan 1 2017, Computer Vision - 13th Asian Conference on Computer Vision, ACCV 2016, Revised Selected Papers. Nishino, K., Lai, S-H., Lepetit, V. & Sato, Y. (eds.). Springer Verlag, 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

    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. (2014 IEEE International Conference on Image Processing, ICIP 2014).

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

    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. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

    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. (2014 IEEE International Conference on Image Processing, ICIP 2014).

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

    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., Oct 14 2013, In : IEEE Transactions on Medical Imaging. 32, 10, p. 1791-1803 13 p., 6521338.

    Research output: Contribution to journalArticle

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

    Cicconet, M., Geiger, D. & Gunsalus, K., May 31 2013, VISAPP 2013 - Proceedings of the International Conference on Computer Vision Theory and Applications. p. 669-674 6 p. (VISAPP 2013 - Proceedings of the International Conference on Computer Vision Theory and Applications; vol. 1).

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

    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., Aug 31 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2010. p. 3089-3096 8 p. 5540065. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

    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 1 2009, In : Computer Physics Communications. 180, 4, p. 664-668 5 p.

    Research output: Contribution to journalArticle

    2006

    Illusory volumes in human stereo perception

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

    Research output: Contribution to journalArticle

    Rethinking the prior model for stereo

    Ishikawa, H. & Geiger, D., Jan 1 2006, Computer Vision - ECCV 2006, 9th European Conference on Computer Vision, Proceedings. Springer Verlag, 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

    2005

    Detecting malicious network traffic using inverse distributions of packet contents

    Karamcheti, V., Geiger, D., Kedem, Z. & Muthukrishnan, S., Dec 1 2005, Proceedings of ACM SIGCOMM 2005 Workshop on Mining Network Data, MineNet 2005. p. 165-170 6 p. (Proceedings of ACM SIGCOMM 2005 Workshop on Mining Network Data, MineNet 2005).

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

    Finding tree structures by grouping symmetries

    Ishikawa, H., Geiger, D. & Cole, R., Dec 1 2005, Proceedings - 10th IEEE International Conference on Computer Vision, ICCV 2005. p. 1132-1139 8 p. 1544848. (Proceedings of the IEEE International Conference on Computer Vision; vol. II).

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

    Higher-dimensional segmentation by minimum-cut algorithm

    Ishikawa, H. & Geiger, D., Dec 1 2005, Proceedings of the 9th IAPR Conference on Machine Vision Applications, MVA 2005. p. 488-491 4 p. (Proceedings of the 9th IAPR Conference on Machine Vision Applications, MVA 2005).

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

    2003

    Representation and self-similarity of shapes

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

    Research output: Contribution to journalArticle

    2001

    A continuous shape descriptor by orientation diffusion

    Pao, H. K. & Geiger, D., Jan 1 2001, Energy Minimization Methods in Computer Vision and Pattern Recognition - 3rd International Workshop, EMMCVPR 2001, Proceedings. Jain, A. K., Figueiredo, M. & Zerubia, J. (eds.). Springer Verlag, 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

    2000
    1999

    Approximate tree matching and shape similarity

    Liu, T. L. & Geiger, D., Dec 1 1999, p. 456-462. 7 p.

    Research output: Contribution to conferencePaper

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

    Parida, L. & Geiger, D., Jan 1 1999, In : Algorithmica (New York). 25, 2-3, p. 295-310 16 p.

    Research output: Contribution to journalArticle

    Measuring convexity for figure/ground separation

    Pao, H. K., Geiger, D. & Rubin, N., Dec 1 1999, p. 948-955. 8 p.

    Research output: Contribution to conferencePaper

    Shape of illusory figures

    Geiger, D., Pao, H. K., Kumaran, K. & Rubin, N., Dec 1 1999, p. 6-10. 5 p.

    Research output: Contribution to conferencePaper

    Sparse representations for image decompositions

    Geiger, D., Liu, T. L. & Donahue, M. J., Sep 1 1999, In : International Journal of Computer Vision. 33, 2, p. 139-156 18 p.

    Research output: Contribution to journalArticle

    1998

    Determining the similarity of deformable shapes

    Basri, R., Costa, L., Geiger, D. & Jacobs, D., Aug 1 1998, In : Vision research. 38, 15-16, p. 2365-2385 21 p.

    Research output: Contribution to journalArticle

    Features as sufficient statistics

    Geiger, D., Rudra, A. & Maloney, L., Jan 1 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. (Advances in Neural Information Processing Systems).

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

    Junctions: detection, classification, and reconstruction

    Parida, L., Geiger, D. & Hummel, R., Dec 1 1998, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 20, 7, p. 687-698 12 p.

    Research output: Contribution to journalArticle

    Occlusions, discontinuities, and epipolar lines in stereo

    Ishikawa, H. & Geiger, D., Jan 1 1998, Computer Vision - ECCV 1998 - 5th European Conference on Computer Vision, Proceedings. Neumann, B. & Burkhardt, H. (eds.). Springer Verlag, 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

    Representation and self-similarity of shapes

    Liu, T. L., Geiger, D. & Kohn, R. V., Dec 1 1998, p. 1129-1135. 7 p.

    Research output: Contribution to conferencePaper

    Resolution-appropriate shape representation

    Baldwin, B., Geiger, D. & Hummel, R., Dec 1 1998, p. 460-465. 6 p.

    Research output: Contribution to conferencePaper

    Salient and multiple illusory surfaces

    Geiger, D., Pao, H. & Rubin, N., Dec 1 1998, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 118-124 7 p.

    Research output: Contribution to journalConference article

    Segmentation by grouping junctions

    Ishikawa, H. & Geiger, D., Dec 1 1998, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 125-131 7 p.

    Research output: Contribution to journalConference article

    1997

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

    Parida, L., Geiger, D. & Hummel, R., Jan 1 1997, Energy Minimization Methods in Computer Vision and Pattern Recognition - International Workshop EMMCVPR 1997, Proceedings. Hancock, E. R. & Pelillo, M. (eds.). Springer Verlag, 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

    Visual deconstruction: Recognizing articulated objects

    Liu, T. L. & Geiger, D., Jan 1 1997, Energy Minimization Methods in Computer Vision and Pattern Recognition - International Workshop EMMCVPR 1997, Proceedings. Hancock, E. R. & Pelillo, M. (eds.). Springer Verlag, 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

    1996

    Illusory surface perception and visual organization

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

    Research output: Contribution to journalArticle

    Image recognition with occlusions

    Liu, T. L., Donahue, M., Geiger, D. & Hummel, R., Jan 1 1996, Computer Vision – ECCV 1996 - 4th European Conference on Computer Vision, Proceedings. Buxton, B. & Cipolla, R. (eds.). Springer Verlag, 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

    Organization of illusory surfaces

    Geiger, D. & Kumaran, K., Jan 1 1996, Computer Vision – ECCV 1996 - 4th European Conference on Computer Vision, Proceedings. Buxton, B. & Cipolla, R. (eds.). Springer Verlag, 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

    Recognizing articulated objects with information theoretic methods

    Geiger, D. & Liu, T. L., Dec 1 1996, p. 45-50. 6 p.

    Research output: Contribution to conferencePaper

    Sparse representations for image decomposition with occlusions

    Donahue, M., Geiger, D., Hummel, R. & Liu, T. L., Jan 1 1996, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 7-12 6 p.

    Research output: Contribution to journalConference article

    Visual organization for figure/ground separation

    Geiger, D., Kumaran, K. & Parida, L., Jan 1 1996, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 155-160 6 p.

    Research output: Contribution to journalConference article

    1995

    Determining the similarity of deformable shapes

    Basri, R., Costa, L., Geiger, D. & Jacobs, D., Jan 1 1995, p. 135-143. 9 p.

    Research output: Contribution to conferencePaper

    Dynamic Programming for Detecting, Tracking, and Matching Deformable Contours

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

    Research output: Contribution to journalLetter

    Feature transform for ATR image decomposition

    Geiger, D., Hummel, R., Baldwin, B., Liu, T. L. & Parida, L., Dec 1 1995, Proceedings of SPIE - The International Society for Optical Engineering. p. 512-523 12 p. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 2484).

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

    Occlusions and binocular stereo

    Geiger, D., Ladendorf, B. & Yuille, A., Apr 1 1995, In : International Journal of Computer Vision. 14, 3, p. 211-226 16 p.

    Research output: Contribution to journalArticle

    1994

    Detecting and tracking the left and right heart ventricles via dynamic programming

    Geiger, D. & Gupta, A., May 11 1994, In : Proceedings of SPIE - The International Society for Optical Engineering. 2167, p. 391-402 12 p.

    Research output: Contribution to journalConference article

    Multiscale and "two-loop" strategies for speeding up segmentation via dynamic programming

    Geiger, D. & Gupta, A., May 11 1994, In : Proceedings of SPIE - The International Society for Optical Engineering. 2167, p. 766-772 7 p.

    Research output: Contribution to journalConference article

    Occlusion ambiguities in motion

    Geiger, D. & Diamantaras, K. I., Jan 1 1994, Computer Vision — ECCV 1994 - 3rd European Conference on Computer Vision, Proceedings. Eklundh, J-O. (ed.). Springer Verlag, p. 175-180 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 800 LNCS).

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

    1993

    Cardiac MR image segmentation using deformable models

    Gupta, A., von Kurowski, L., Singh, A., Geiger, D., Liang, C. C., Chiu, M. Y., Adler, L. P., Haacke, M. & Wilson, D. L., Dec 1 1993, Computers in Cardiology. Publ by IEEE, p. 747-750 4 p. (Computers in Cardiology).

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

    Matching elastic contours

    Geiger, D. & Vlontzos, J. A., Dec 1 1993, IEEE Computer Vision and Pattern Recognition. Anon (ed.). Publ by IEEE, p. 602-604 3 p. (IEEE Computer Vision and Pattern Recognition).

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