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2014

Thurman, S., & Lu, H. (in press). Perception of social interactions for spatially scrambled biological motion. PLoS ONE.

Van Boxtel, J. & Lu, H. (in press). Understanding Biological Motion, in Emerging Trends in the Social and Behavioral Sciences (eds.) Robert Scott and Stephen Kosslyn, Hoboken, NJ: John Wiley and Sons.

Powell, D., Merrick, M. A., Lu, H., & Holyoak, K. J. (2014). Generic priors yield competition between independently occurring preventive causes. In P. Bello, M. Guarini, M. McShane, & B. Scassellati (Eds.), Proceedings of the 36th Annual Conference of the Cognitive Science Society (pp. 2893-2798). Austin, TX: Cognitive Science Society. [PDF]

Bye, J. K., Nguyen, B. D., Lu, H., & Johnson, S. P. (2014). Anticipating an effect from predictive visual sequences: development of infants’ causal inference from 9 to 18 months. In P. Bello, M. Guarini, M. McShane, & B. Scassellati (Eds.), Proceedings of the 36th Annual Conference of the Cognitive Science Society (pp. 1976-1981). Austin, TX: Cognitive Science Society. [PDF]

Chen, D., Lu, H., & Holyoak, K. J. (2014). The discovery and comparison of symbolic magnitudes. Cognitive Psychology, 71 , 27-54. [PDF] [MATLAB code]

Lee, A. L. F., & Lu, H. (2014). Global motion aftereffect does not depend on awareness of the adapting motion direction. Attention, Perception & Psychophysics , 76 (3),766-779. [PDF]

Thurman, S. M., & Lu, H. (2014). Bayesian integration of position and orientation cues in perception of biological and non-biological forms. Frontiers in Human Neuroscience, 8: 91, 1-21. [PDF]

2013

van Boxtel, J. & Lu , H. (2013). A biological motion toolbox for reading, displaying and manipulating motion capture data in research settings . Journal of Vision, 13(12):7, 1-16. [PDF]

Chen, D., Lu, H., & Holyoak, K. J. (2013). Generative inferences based on a discriminative Bayesian model of relation learning. Proceedings of the Thirty-five Annual Conference of the Cognitive Science Society. [PDF]

Powell , D., Merrick, M. A., Lu, H., & Holyoak, K. J. (2013). Generic priors yield competition between independently-occurring causes. Proceedings of the Thirty-five Annual Conference of the Cognitive Science Society. [PDF]

Keane , B., Lu, H., Papathomas, T., Silverstein, S., & Kellman, P. (2013). Reinterpreting behavioral receptive fields: lightness induction alters visually completed shape. PLoS ONE, 8(6), 1-11. [PDF]

Thurman , S. M., & Lu, H. (2013). Physical and biological constraints govern perceived animacy of scrambled human forms. Psychological Science, 24, 1133-1141. [PDF]

Carroll, C., Cheng, P., & Lu, H. (2013). Inferential dependencies in causal inference: A comparison of belief-distribution and associative approaches. Journal of Experimental Psychology: General, 142(3): 845-863. [PDF]

van Boxtel, J. & Lu, H. (2013). Impaired global, and compensatory local, biological motion processing in people with high levels of autistic traits. Frontiers in Psychology, 4:209. doi: 100.3389/fpsyg.2013.00209 [PDF]

van Boxtel , J., & Lu, H. (2013). General commentary: A predictive coding perspective on autism spectrum disorders. Frontiers in Psychology, 4:19.[PDF]

Thurman , S. M. & Lu, H. (2013). Complex interactions between spatial, orientation and motion cues for biological motion perception across visual space. Journal of Vision, 13(2):8, 1-18 . [PDF] Demo

Lu H. (2013). Modeling causal learning. In H. Pashler (Ed.), Encyclopedia of the mind. Thousand Oaks, CA: Sage

2012

Lu, H., Chen, D., & Holyoak, K. J. (2012). Bayesian analogy with relational transformations. Psychological Review, 119(3), 617-648. [PDF] [MATLAB Code]

van Boxtel, J., & Lu, H. (2012). Signature movements lead to efficient search for threatening actions. PLoS ONE , 7(5): e37085, 1-6. doi:10.1371/journal.pone.0037085. [PDF] [Supplemental document]

Lee, A. L. F, & Lu, H. (2012). Two forms of aftereffects induced by transparent motion reveal multilevel adaptation. Journal of Vision, 12(4), 1-13. [PDF]

Keane, B. P., Lu, H., Papathomas, T. V., Silverstein, S. M., & Kellman, P. J. (2012). Is interpolation cognitively encapsulated? Measuring the effects of belief on Kanizsa shape discrimination and illusory contour formation. Cognition, 123, 404-418. [PDF]

2011

van Boxtel, J., & Lu, H. (2011). Visual search by action category. Journal of Vision. 11(7), 1-14. [PDF]

Carroll, C., Cheng, P., & Lu, H. (2011). Uncertainty and dependency in causal inference. Proceedings of the 33 rd Annual Conference of the Cognitive Science Society. Boston, MA: Cognitive Science Society. [PDF].

Holyoak, K. J., & Lu, H. (2011). What the Bayesian framework has contributed to understanding cognition: Causal learning as a case study. Behavioral and Brain Sciences, 34, 203-204. [PDF]

Huang, X., Lu, H., Zhou, Y., & Liu, Z. (2011). General and specific perceptual learning in radial speed discrimination. Journal of Vision. 11(4), 1-11. [PDF]

2010

Lu, H., Lin, T., Lee, A., Vese, L., & Yuille, A. L. (2010). Functional form of motion priors in human motion perception. Advances in Neural Information Processing Systems, 23, 1495-1503. Cambridge, MA: MIT Press. [PDF]

Wu, S., He, X., Lu, H., & Yuille, A. L. (2010). A unified model of short-range and long-range motion perception. Advances in Neural Information Processing Systems , 23, 2478-2486. Cambridge, MA: MIT Press. [PDF]

Holyoak, K. J., Lee, H. S., & Lu, H. (2010). Analogical and category-based inference: A theoretical integration with Bayesian causal models. Journal of Experimental Psychology: General, 139(4), 702-27. [PDF] [MATLAB CODE]

Lu, H. (2010). Structural processing in biological motion perception. Journal of Vision. 10(12):13, 1-13. [PDF]

Chen, D., Lu, H., & Holyoak, K. J. (2010). Learning and generalization of abstract semantic relations: Preliminary investigation of Bayesian approaches. Proceedings of the 32nd Annual Conference of the Cognitive Science Society. [PDF]

Carroll, C. D., Cheng, P. W., & Lu, H. (2010). Uncertainty in causal inference: The case of retrospective revaluation. Proceedings of the 32nd Annual Conference of the Cognitive Science Society. [PDF]

Lee, A. & Lu, H. (2010). A comparison of global motion perception using a multiple-aperture stimulus. Journal of Vision. 10(4): 9; 1-16. doi:10.1167/10.4.9. [PDF]

2009

Lu, H., Weiden, M., & Yuille, A. (2009). Modeling the spacing effect in sequential category learning. In Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams & A. Culotta.Advances (Eds.): Advances in Neural Information Processing Systems 22. 1159—1167. [PDF]

Lee, H. S., Holyoak, K. J., & Lu, H. (2009). Integrating analogical inference with Bayesian causal models. In B. Kokinov, D. Gentner, & K. J. Holyoak (Eds.), New frontiers in analogy research: Proceedings of the Second International Conference on Analogy (pp. 300-309). Sofia, Bulgaria: New Bulgarian University.

Lu, H., & Liu, Z. (2009). When a never-seen but less-occluded image is better recognized: Evidence from same-different matching experiments and a model. Journal of Vision, 9(4):4, 1-12. [PDF]

Wu, S., Lu, H., & Yuille, A. (2009). Model selection and parameter estimation in motion perception. In D. Koller , D. Schuurmans, Y. Bengio & L. Bottou (Eds.): Advances in Neural Information Processing Systems, 21, 1793-1800. Cambridge, MA: MIT Press. [PDF]

2008

Lu, H., & Liu, Z. (2008). When a never-seen but less-occluded image is better recognized: Evidence from old-new memory experiments. Journal of Vision, 8 (7), 1-9. [PDF]

Lu, H., Yuille, A., Liljeholm, M., Cheng, P. W., Holyoak, K. J. (2008). Bayesian generic priors for causal learning. Psychological Review, 115(4), 955-984. [PDF] , [MATLAB CODE 1] , [MATLAB CODE 2: require MATLAB Symbolic Toolbox, but with faster computation ]

Lu, H., Rojas, R., Beckers, T., & Yuille, A. (2008). Sequential causal learning in humans and rats. Proceedings of the Twenty-ninth Annual Conference of the Cognitive Science Society. [PDF]

Yuille, A. L., & Lu, H. (2008). The noisy-logical distribution and its application to causal inference. Advances in neural information processing systems, Vol. 20. Cambridge, MA: MIT Press. [PDF]

2007

Keane, B., Lu, H., & Kellman, P (2007). Classification images reveal spatiotemporal contour interpolation. Vision Research , 47, 3460-75. [PDF]

Huang, X., Lu, H., Tjan, B., Zhou, Y., & Liu, Z. (2007). Motion perceptual learning: When only task-relevant information is learned. Journal of Vision, 7(10), 1-10. [PDF]

Lu, H., Yuille, A., Liljeholm, M., Cheng, P. W., & Holyoak, K. J. (2007). Bayesian models of judgments of causal strength: A comparison. In D. S. McNammara & G. Trafton (Eds.), Proceedings of the Twenty-ninth Annual Conference of the Cognitive Science Society (pp. 1241-1246). [PDF]

2006

Lu, H., & Liu, Z. (2006). Computing dynamic classification images from correlation maps. Journal of Vision, 6(4), 475-483. [PDF]

Lu, H., Tjan, B., & Liu, Z. (2006). Shape recognition alters sensitivity in stereoscopic depth discrimination. Journal of Vision, 6(1), 75-78. [PDF]

Lu, H., Yuille, A., Liljeholm, M., Cheng, P. W., & Holyoak, K. J. (2006). Modeling causal learning using Bayesian generic priors on generative and preventive powers. In R. Sun & N. Miyake (Eds.), Proceedings of the Twenty-eighth Annual Conference of the Cognitive Science Society (pp. 519-524). Mahwah, NJ: Erlbaum. [PDF]

Lu, H., Morrison, R. G., Hummel, J. E., & Holyoak, K. J. (2006). Role of gamma-band synchronization in priming of form discrimination for multi-object displays. Journal of Experimental Psychology: Human Perception and Performance, 32, 610-617. [PDF]

Lu, H., & Yuille, A. L. (2006). Ideal observers for detecting motion: Correspondence noise. In B. Schölkopf, J. Platt, & T. Hofmann (Eds.), Advances in neural information processing system s, Vol. 18 (pp. 827-834). Cambridge, MA: MIT Press. [PDF]

Hou, F., Lu, H., Zhou, Y., & Liu, Z. (2006). Amodal completion impairs stereo acuity discrimination. Vision Research, 46(13), 2061-2068. [PDF]

Lu, H., Zavagno, D., & Liu, Z. (2006). The glare effect does not give rise to a longer lasting afterimage. Perception, 35(5), 701-707. [PDF]

2005 & before

Lu, H., Qian, N., & Liu, Z. (2004). Learning motion discrimination with suppressed MT. Vision Research, 44, 1817-1825. [PDF]

Jiar, Y., & Lu, H. (2000). Fish-eye lens camera calibration for high accuracy stereo vision system. Proceedings of SPIE International Society for Optical Engineering, 4117, 280-288.

Lu, H., Jiar, Y. , Liu, W., Zhu, Y., & Xu, A. (2000). Stereo vision using fish-eye lens cameras for dense depth imaging. Proceedings of International Conference on Image and Graphics.

Jiar, Y. , Lu, H., Xu, A., & Liu, W. (2000). Fish-eye lens camera calibration for stereo vision system. Chinese Journal of Computer Science , 23 , 1215-1219.

Jiar, Y. , Lu, H., & Liu, W. (2000). Fish-eye lens camera stereo vision for dense depth map recovery. Chinese Journal of Computer Science , 23 , 1332-1336.

Lu, H., & Jiar, Y. (2000). Dense depth image recovery using multi-baseline stereo system. Journal of Beijing Institute of Technology , 20 , 69-72.

Lu, H., & Jiar, Y. (1998). High resolution depth image recovery using multi-baseline stereo system. Chinese Journal of Robotics , 20 , 460-464.