2016

Qian, Y., Almazen, E.J. & Elder, J.H. (2016) Evaluating features and classifiers for road weather condition analysis. Image Processing (ICIP), 2016 IEEE International Conference on, IEEE, 4403–4407.

Elder, J.H., Victor, J. & Zucker S.W. (2016).  Editorial:  Understanding the statistics of the natural environment and their implications for vision.  Vision Research, 120, 1-4.

Adams, W.J., Elder, J.H., Graf, E.W., Leyland, J., Lugtigheid, A.J. & Muryy, A. (2016).  The Southampton-York Natural Scenes (SYNS) dataset: Statistics of surface attitude.  Scientific Reports, vol. 6. (16 pages)

Drewes, J., Goren, G., Zhu, W. & Elder, J.H. (2016).  Recurrent processing in the formation of shape percepts.  J. Neuroscience, vol. 36, no. 1, 185-192.

Almazen, E.J., Qian, Y. & Elder, J.H. (2016) Road segmentation for classification of road weather conditions.  Proceedings of the 4th Workshop on Computer Vision for Road Scene Understanding and Autonomous Driving, ECCV 2016, Springer, 96-108

Elasal, N. & Elder, J.H. (2016) Unsupervised Crowd Counting. Asian Conference on Computer Vision (To be published in the Springer Lecture Notes in Computer Science (LNCS) series)

2015

Elder, J.H. (2015). Bridging the dimensional gap: Perceptual organization of contour into two-dimensional shape. In J. Wagemans, ed., Oxford Handbook of Perceptual Organization, Oxford University Press, Oxford UK.

Adams, W.J., Muryy, A.A., Graf, E.W., Lugtigheid, A.J. and Elder, J.H. (2015) The Southampton York natural scenes (SYNS) dataset. In, CVMP ’15 Proceedings of the 12th European Conference on Visual Media Production, New York, ACM, 21:1 – 21:2.

2014

Corral-Soto, E. and Elder, J.H. (2014) Automatic single-view calibration and rectification from parallel planar curves. In D. Fleet, T. Pajdla, B. Schiele, and T. Tuytelaars, editors, ECCV (IV), volume 8692 of Lecture Notes in Computer Science, Springer, Berlin, 813-827

Yakubovich, A. and Elder, J.H. Building better formlet codes for planar shape. In Computer and Robot Vision (CRV), 2014 Canadian Conference on, pages 84-91, May 2014.

Adams, W.J. & Elder, J.H. (2014). Effects of specular highlights on perceived surface convexity. PLOS Computational Biology 10(5): e1003576. doi:10.1371/journal.pcbi.1003576.

2013

Movahedi, V. & Elder, J.H. (2013) Combining local and global cues for closed contour extraction. In T. Burghardt, D. Damen, W. Mayol-Cuevas, and M. Mirmehdi, editors, Proceedings of the British Machine Vision Conference. BMVA Press, 2013.

Elder, J.H., Oleskiw, T.D., Yakubovich, A. & Peyré, G. (2013).  On growth and formlets:  Sparse multi-scale coding of planar shape.  Image and Vision Computing vol. 31, 1-13 (Editor’s Choice Paper).

Elder, J.H. (2013).  Perceptual organization of shape.  In S. Dickinson & Z. Pizlo, ed., Shape Perception in Human and Computer Vision: An Interdisciplinary Perspective, Springer, London.

T. McLeod, C. Samson, M. Labrie, K. Shehata, J. Mah, P. Lai, L. Wang, and J.H. Elder. (2013) Using video data acquired from an unmanned aerial vehicle to measure fracture orientation in an open pit mine. Geomatica vol. 67, No. 3, 173-180.

2012

Corral-Soto, E.R., Tal, R., Wang, L., Persad, R., Chao, L. Solomon, C., Hou, Y., Sohn G., Elder, J.H. (2012) 3DTown: The Automatic Urban Awareness Project, Proc. Canadian Conference on Computer and Robot Vision, IEEE Computer Society, Los Alamitos, CA, 43- 440.

Wagemans, J.H., Elder, J.H., Kubovy, M., Palmer, S., Peterson, M., Singh, M. & von der Heydt, R. (2012).  A century of Gestalt psychology in visual perception: I.  Perceptual grouping and figure-ground organization. Psychological Bulletin, vol. 138, no. 6 1172–1217.

Tal, R. & Elder, J.H. (2012) An accurate method for line detection and Manhattan frame estimation, in J.I. Park and J. Kim, eds, Proc. ACCV Workshops, Part II, LNCS 7729,Sspringer-Verlag, Berlin, 580-593.

Fazl-Esri, E., Elder, J.H. & Tsotsos, J.K. (2012).  Hierarchical classifiers for robust topological robot localization. Journal of Intelligent and Robotic Systems, vol. 68, no. 2, 147-163, published Nov 2012.

Dornaika, F. & Elder, J.H. (2012) Image registration for foveated panoramic sensing. ACM Transactions on Multimedia Computing, Communications and Applications, vol. 8, no. 2. Published May 2012

Morgenstern, Y. & Elder, J.H. (2012).  Local visual energy mechanisms revealed by detection of global patterns. Journal of Neuroscience, vol. 32, no. 11, 3679-3696.

Li, P., Fu, Y., Mohammed, U. & Elder, J.H. & Prince, S.J.D. (2012).  Probabilistic models for inference about identity. IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 34, no 1. 144-157

2011

Or, C.F. & Elder, J.H. (2011).  Oriented texture detection:  ideal observer modelling and classification image analysis, Journal of Vision, vol. 11 no. 8 art. 16, 1-19.

2010

Prince, S.J.D. & Elder, J.H. (2010) Bayesian Identity Clustering, Proc. Canadian Conference on Computer and Robot Vision), IEEE Computer Society, Los Alamitos, CA, 32 – 39.

Movahedi, V. & Elder, J.H. (2010) Design and perceptual validation of performance measures for salient object segmentation, in Proceedings of the 7th IEEE Computer Society Workshop on Perceptual Organization in Computer Vision (POCV), IEEE Computer Society, Los Alamitos, CA, 49-56.

Oleskiw, T.D., Elder, J.H. & Peyré, G.. (2010) On growth and formlets: sparse multi-scale coding of planar shape, in Proceedings of the 2010 IEEE Conference on Computer Vision and Pattern Recognition, IEEE Computer Society, Los Alamitos, CA, 459-466.

2000-2009

Velisavljevic, L.. & Elder, J.H. (2009) Cue dynamics underlying rapid detection of animals in natural scenes, Journal of Vision, 9(7):7, 1-20, http://journalofvision.org/9/7/7/, doi:10.1167/9.7.7.

Fazl, E., Elder, J.H. & Tsotsos, J. (2009) Hierarchical appearance-based classifiers for qualitative spatial localization, IEEE Proceedings of the 2009 IEEE International Conference on Intelligent Robots and Systems, 3987-3992.

Denis, P., Elder, J.H. & Estrada, F.J. (2008) Efficient edge-based methods for estimating Manhattan frames in urban imagery, Proc. European Conference on Computer Vision II, 5303, 197-210.

Gepshtein, S., Elder, J. H., & Maloney, L. T. (2008). Perceptual organization and neural computation. Journal of Vision, 8(7):i, 1-4, http://journalofvision.org/8/7/i/, doi:10.1167/8.7.i.

Prince, S.J.D. & Elder, J.H. (2008) Tied factor analysis for face recognition across large pose differences. IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 30, no. 6, 970-984.

Elder, J.H. & Velisavljevic, L.. (2008) Visual short-term memory of local information in briefly-viewed natural scenes: configural and non-configural factors, Journal of Vision , vol. 8 no. 16 art. 8, 1-17.

Velisavljevic, L.. & Elder, J.H. (2008) Visual short-term memory for natural scenes: Effects of eccentricity, Journal of Vision, vol. 8 no. 4, art. 28, 1-17.

Elder, J.H., Prince, S.J.D., Hou, Y., Sizintsev, M. & Olevskiy, E. (2007) Pre-attentive and attentive detection of humans in wide-field scenes, International Journal of Computer Vision, vol. 72, no. 1, 47-66.

Gold, J.M., Shiffrin, R., & Elder, J. (2006). Finding visual features: Using stochastic stimuli to discover internal representations.Journal of Vision, 6(4), ii, http://journalofvision.org/6/4/ii/, doi:10.1167/6.4.ii.

Estrada, F.J. & Elder, J.H. (2006) Multi-scale contour extraction based on natural image statistics, Proc. IEEE Workshop on Perceptual Organization in Computer Vision, New York, NY. doi: 10.1109/CVPRW.2006.134.

Velisavljevic, L. & Elder, J.H. (2006) Texture Properties Affecting the Accuracy of Surface Attitude Judgements, Vision Research, vol. 46, no. 14, 2166-2191.

Prince, S.J.D., Elder, J.H. (2005) Creating invariance to “nuisance parameters” in face recognition, Proc. IEEE Conference on Computer Vision and Pattern Recognition, IEEE Computer Society, Los Alamitos, CA 446-453.

Prince, S.J.D., Elder, J.H., Hou, Y., Sizintsev, M. & Olevsky, A. (2005) Statistical cue integration for foveated wide-field surveillance, Proc. IEEE Conference on Computer Vision and Pattern Recognition, IEEE Computer Society, Los Alamitos, CA, 603-610.

Elder, J.H., Dornaika, F., Hou, Y. & Goldstein, R. (2004) Attentive wide-field sensing for visual telepresence and surveillance, in L. Itti, G. Rees & J. Tsotsos, eds, Neurobiology of Attention, Academic Press/Elsevier, San Diego.

Johnston,L.A. & Elder, J.H. (2004) Efficient Computation of Closed Contours using Modified Baum-Welch Updating. Proc. IEEE Workshop on Perceptual Organization in Computer Vision, Washington, DC. doi: 10.1109/CVPR.2004.56

Elder, J.H. & Sachs, A.J. (2004) Psychophysical receptive fields of edge detection mechanisms, Vision Research, vol. 44, no. 8, 795-813.

Elder, J.H., Trithart, S., Pintilie, G. & MacLean, D. (2004) Rapid processing of cast and attached shadows, Perception, vol. 33, 1319-1338.

Elder, J.H., Krupnik, A. & Johnston, L.A. (2003) Contour grouping with prior models, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 25, no. 25, 661-674.

Elder, J.H. (2002) Ecological statistics of contour grouping. Proc. 2nd International Workshop on Biologically Motivated Computer Vision, Tubingen, Germany, in Lecture Notes in Computer Science, vol. 2525, H.H. Bulthoff et al, eds, Springer-Verlag, Berlin, 230-238.

Elder, J.H., & Goldberg, R. M. (2002). Ecological statistics of Gestalt laws for the perceptual organization of contours. Journal of Vision, 2(4), 324-353, http://journalofvision.org/2/4/5/, DOI 10.1167/2.4.5.

Dornaika, F. & Elder, J.H. (2002). Image registration for foveated omnidirectional sensing. Proc. 7th European Conference on Computer Vision, Copenhagen, in Lecture Notes in Computer Science, vol. 2353, Springer-Verlag, Berlin, 606-620.

Elder, J.H. & Krupnik, A. (2001). Contour grouping with strong prior models. Proc. IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Kauai. HI. (CVPR 2001). IEEE Comput. Soc, Los Alamitos, CA, vol. 2, 414-21.

Elder, J.H. & Goldberg, R.M. (2001). Image editing in the contour domain. IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 23, no. 3, 291-296.

Wilcox, L.M., Elder, J.H. & Hess, R.F. (2000). The effects of blur and size on monocular and stereoscopic localization. Vision Research, vol. 40, no. 26, 3575-3584.

1993-1999

Elder, J.H. (1999) Are edges incomplete? International Journal of Computer Vision, vol. 34, no. 2/3, 97-122.

Elder, J.H. & Zucker, S.W. (1998). Local scale control for edge detection and blur estimation. IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 20, no. 7, 699-716.

Elder, J.H. & Zucker, S.W. (1998). Evidence for boundary-specific grouping in human vision. Vision Research, vol. 38, no. 1, 143-152.

Elder, J.H. & Goldberg, R.M. (1998) Image editing in the contour domain. Proc. IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Santa Barbara, CA, 374-381.

Jenkin, M., Elder, J.H. & Pintilie, G. (1998) Loosely-coupled telepresence through the panoramic image server. Proc. Vision Interface, 249-254, Vancouver, Canada.

Elder, J.H. & Zucker, S.W. (1996). Computing contour closure. Proc. 4th European Conference on Computer Vision, vol.1, Cambridge, UK, 399-412.

Elder, J.H. & Zucker, S.W. (1996). Local scale control for edge detection and blur estimation. Proc. 4th European Conference on Computer Vision, vol. 2, Cambridge, UK, 57-69.

Elder, J.H. & Zucker, S.W. (1996). Scale space localization, blur and contour-based image coding. Proc. IEEE Conference on Computer Vision and Pattern Recognition, San Francisco, 27-34.

Elder, J.H. & Zucker, S.W. (1994). A measure of closure. Vision Research, vol. 34, no. 24, 3361-3370

Elder, J.H. & Zucker, S.W. (1993). The effect of contour closure on the rapid discrimination of two-dimensional shapes. Vision Research, vol. 33, no. 7, 981-991.

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