Michael J. Black

Department of Computer Science, Brown University

	2012
j28		Leonid Sigal, Michael Isard, Horst W. Haussecker, Michael J. Black: Loose-limbed People: Estimating 3D Human Pose and Motion Using Non-parametric Belief Propagation. International Journal of Computer Vision 98(1): 15-48 (2012)
j27		Peng Guan, Loretta Reiss, David A. Hirshberg, Alexander Weiss, Michael J. Black: DRAPE: DRessing Any PErson. ACM Trans. Graph. 31(4): 35 (2012)
c75		Deqing Sun, Erik B. Sudderth, Michael J. Black: Layered segmentation and optical flow estimation over time. CVPR 2012: 1768-1775
c74		Silvia Zuffi, Oren Freifeld, Michael J. Black: From Pictorial Structures to deformable structures. CVPR 2012: 3546-3553
c73		Oren Freifeld, Michael J. Black: Lie Bodies: A Manifold Representation of 3D Human Shape. ECCV (1) 2012: 1-14
c72		Jonas Wulff, Daniel J. Butler, Garrett B. Stanley, Michael J. Black: Lessons and Insights from Creating a Synthetic Optical Flow Benchmark. ECCV Workshops (2) 2012: 168-177
c71		David A. Hirshberg, Matthew Loper, Eric Rachlin, Michael J. Black: Coregistration: Simultaneous Alignment and Modeling of Articulated 3D Shape. ECCV (6) 2012: 242-255
c70		Daniel J. Butler, Jonas Wulff, Garrett B. Stanley, Michael J. Black: A Naturalistic Open Source Movie for Optical Flow Evaluation. ECCV (6) 2012: 611-625
c69		Soumya Ghosh, Erik B. Sudderth, Matthew Loper, Michael J. Black: From Deformations to Parts: Motion-based Segmentation of 3D Objects. NIPS 2012: 2006-2014
c68		Søren Hauberg, Oren Freifeld, Michael J. Black: A Geometric take on Metric Learning. NIPS 2012: 2033-2041
	2011
j26		Simon Baker, Daniel Scharstein, J. P. Lewis, Stefan Roth, Michael J. Black, Richard Szeliski: A Database and Evaluation Methodology for Optical Flow. International Journal of Computer Vision 92(1): 1-31 (2011)
p1		Mykhaylo Andriluka, Leonid Sigal, Michael J. Black: Benchmark Datasets for Pose Estimation and Tracking. Visual Analysis of Humans 2011: 253-275
c67		Aggeliki Tsoli, Michael J. Black: Shape- and Pose-Invariant Correspondences Using Probabilistic Geodesic Surface Embedding. DAGM-Symposium 2011: 256-265
c66		Alexander Weiss, David A. Hirshberg, Michael J. Black: Home 3D body scans from noisy image and range data. ICCV 2011: 1951-1958
	2010
j25		Leonid Sigal, Michael J. Black: Guest Editorial: State of the Art in Image- and Video-Based Human Pose and Motion Estimation. International Journal of Computer Vision 87(1-2): 1-3 (2010)
j24		Leonid Sigal, Alexandru O. Balan, Michael J. Black: HumanEva: Synchronized Video and Motion Capture Dataset and Baseline Algorithm for Evaluation of Articulated Human Motion. International Journal of Computer Vision 87(1-2): 4-27 (2010)
c65		Oren Freifeld, Alexander Weiss, Silvia Zuffi, Michael J. Black: Contour people: A parameterized model of 2D articulated human shape. CVPR 2010: 639-646
c64		Hedvig Kjellström, Danica Kragic, Michael J. Black: Tracking people interacting with objects. CVPR 2010: 747-754
c63		Deqing Sun, Stefan Roth, Michael J. Black: Secrets of optical flow estimation and their principles. CVPR 2010: 2432-2439
c62		Peng Guan, Oren Freifeld, Michael J. Black: A 2D Human Body Model Dressed in Eigen Clothing. ECCV (1) 2010: 285-298
c61		Deqing Sun, Erik B. Sudderth, Michael J. Black: Layered image motion with explicit occlusions, temporal consistency, and depth ordering. NIPS 2010: 2226-2234
	2009
j23		Stefan Roth, Michael J. Black: Fields of Experts. International Journal of Computer Vision 82(2): 205-229 (2009)
c60		Peng Guan, Alexander Weiss, Alexandru O. Balan, Michael J. Black: Estimating human shape and pose from a single image. ICCV 2009: 1381-1388
c59		Mario Fritz, Michael J. Black, Gary R. Bradski, Sergey Karayev, Trevor Darrell: An Additive Latent Feature Model for Transparent Object Recognition. NIPS 2009: 558-566
	2008
c58		Alexandru O. Balan, Michael J. Black: The Naked Truth: Estimating Body Shape Under Clothing. ECCV (2) 2008: 15-29
c57		Deqing Sun, Stefan Roth, J. P. Lewis, Michael J. Black: Learning Optical Flow. ECCV (3) 2008: 83-97
	2007
j22		Stefan Roth, Michael J. Black: On the Spatial Statistics of Optical Flow. International Journal of Computer Vision 74(1): 33-50 (2007)
c56		Alexandru O. Balan, Leonid Sigal, Michael J. Black, James E. Davis, Horst W. Haussecker: Detailed Human Shape and Pose from Images. CVPR 2007
c55		Simon Baker, Daniel Scharstein, J. P. Lewis, Stefan Roth, Michael J. Black, Richard Szeliski: A Database and Evaluation Methodology for Optical Flow. ICCV 2007: 1-8
c54		Alexandru O. Balan, Michael J. Black, Horst W. Haussecker, Leonid Sigal: Shining a Light on Human Pose: On Shadows, Shading and the Estimation of Pose and Shape. ICCV 2007: 1-8
c53		Stefan Roth, Michael J. Black: Steerable Random Fields. ICCV 2007: 1-8
c52		Leonid Sigal, Alexandru O. Balan, Michael J. Black: Combined discriminative and generative articulated pose and non-rigid shape estimation. NIPS 2007
	2006
j21		Wei Wu, Yun Gao, Elie Bienenstock, John P. Donoghue, Michael J. Black: Bayesian Population Decoding of Motor Cortical Activity Using a Kalman Filter. Neural Computation 18(1): 80-118 (2006)
c51		Leonid Sigal, Michael J. Black: Predicting 3D People from 2D Pictures. AMDO 2006: 185-195
c50		Alexandru O. Balan, Michael J. Black: An Adaptive Appearance Model Approach for Model-based Articulated Object Tracking. CVPR (1) 2006: 758-765
c49		Stefan Roth, Michael J. Black: Specular Flow and the Recovery of Surface Structure. CVPR (2) 2006: 1869-1876
c48		Leonid Sigal, Michael J. Black: Measure Locally, Reason Globally: Occlusion-sensitive Articulated Pose Estimation. CVPR (2) 2006: 2041-2048
c47		Xiangyang Lan, Stefan Roth, Daniel P. Huttenlocher, Michael J. Black: Efficient Belief Propagation with Learned Higher-Order Markov Random Fields. ECCV (2) 2006: 269-282
c46		Teodor Mihai Moldovan, Stefan Roth, Michael J. Black: Denoising Archival Films using a Learned Bayesian Model. ICIP 2006: 2641-2644
c45		Gregory Shakhnarovich, Sung-Phil Kim, Michael J. Black: Nonlinear physically-based models for decoding motor-cortical population activity. NIPS 2006: 1257-1264
	2005
j20		Dirk Ormoneit, Michael J. Black, Trevor Hastie, Hedvig Kjellström: Representing cyclic human motion using functional analysis. Image Vision Comput. 23(14): 1264-1276 (2005)
c44		Stefan Roth, Michael J. Black: Fields of Experts: A Framework for Learning Image Priors. CVPR (2) 2005: 860-867
c43		Hulya Yalcin, Martial Hebert, Robert T. Collins, Michael J. Black: A Flow-Based Approach to Vehicle Detection and Background Mosaicking in Airborne Video. CVPR (2) 2005: 1202
c42		Stefan Roth, Michael J. Black: On the Spatial Statistics of Optical Flow. ICCV 2005: 42-49
c41		Frank Wood, Stefan Roth, Michael J. Black: Modeling Neural Population Spiking Activity with Gibbs Distributions. NIPS 2005
	2004
j19		Frank Wood, Michael J. Black, Carlos Vargas-Irwin, Matthew Fellows, John P. Donoghue: On the variability of manual spike sorting. IEEE Trans. Biomed. Engineering 51(6): 912-918 (2004)
j18		Wei Wu, Michael J. Black, David Mumford, Yun Gao, Elie Bienenstock, John P. Donoghue: Modeling and decoding motor cortical activity using a switching Kalman filter. IEEE Trans. Biomed. Engineering 51(6): 933-942 (2004)
c40		Leonid Sigal, Sidharth Bhatia, Stefan Roth, Michael J. Black, Michael Isard: Tracking Loose-Limbed People. CVPR (1) 2004: 421-428
c39		Stefan Roth, Leonid Sigal, Michael J. Black: Gibbs Likelihoods for Bayesian Tracking. CVPR (1) 2004: 886-893
c38		Leonid Sigal, Ying Zhu, Dorin Comaniciu, Michael J. Black: Tracking Complex Objects Using Graphical Object Models. IWCM 2004: 223-234
	2003
j17		Fernando De la Torre, Michael J. Black: Robust parameterized component analysis: theory and applications to 2D facial appearance models. Computer Vision and Image Understanding 91(1-2): 53-71 (2003)
j16		Michael J. Black, Benjamin B. Kimia: Guest Editorial: Computational Vision at Brown. International Journal of Computer Vision 54(1-3): 5-11 (2003)
j15		Fernando De la Torre, Michael J. Black: A Framework for Robust Subspace Learning. International Journal of Computer Vision 54(1-3): 117-142 (2003)
j14		Hedvig Sidenbladh, Michael J. Black: Learning the Statistics of People in Images and Video. International Journal of Computer Vision 54(1-3): 183-209 (2003)
c37		Hanno Scharr, Michael J. Black, Horst W. Haussecker: Image Statistics and Anisotropic Diffusion. ICCV 2003: 840-847
c36		Leonid Sigal, Michael Isard, Benjamin H. Sigelman, Michael J. Black: Attractive People: Assembling Loose-Limbed Models using Non-parametric Belief Propagation. NIPS 2003
	2002
c35		Ronan Fablet, Michael J. Black: Automatic Detection and Tracking of Human Motion with a View-Based Representation. ECCV (1) 2002: 476-491
c34		Fernando De la Torre, Michael J. Black: Robust Parameterized Component Analysis. ECCV (4) 2002: 653-669
c33		Allan D. Jepson, David J. Fleet, Michael J. Black: A Layered Motion Representation with Occlusion and Compact Spatial Support. ECCV (1) 2002: 692-706
c32		Hedvig Sidenbladh, Michael J. Black, Leonid Sigal: Implicit Probabilistic Models of Human Motion for Synthesis and Tracking. ECCV (1) 2002: 784-800
c31		Wei Wu, Michael J. Black, Yun Gao, Elie Bienenstock, Mijail Serruya, A. Shaikhouni, John P. Donoghue: Neural Decoding of Cursor Motion Using a Kalman Filter. NIPS 2002: 117-124
	2001
c30		Fernando De la Torre, Michael J. Black: Dynamic Coupled Component Analysis. CVPR (2) 2001: 643-650
c29		Fernando De la Torre, Michael J. Black: Robust Principal Component Analysis for Computer Vision. ICCV 2001: 362-369
c28		Hedvig Sidenbladh, Michael J. Black: Learning Image Statistics for Bayesian Tracking. ICCV 2001: 709-716
c27		Yun Gao, Michael J. Black, Elie Bienenstock, Shy Shoham, John P. Donoghue: Probabilistic Inference of Hand Motion from Neural Activity in Motor Cortex. NIPS 2001: 213-220
	2000
j13		Michael J. Black, David J. Fleet, Yaser Yacoob: Robustly Estimating Changes in Image Appearance. Computer Vision and Image Understanding 78(1): 8-31 (2000)
j12		David J. Fleet, Michael J. Black, Yaser Yacoob, Allan D. Jepson: Design and Use of Linear Models for Image Motion Analysis. International Journal of Computer Vision 36(3): 171-193 (2000)
j11		Michael J. Black, David J. Fleet: Probabilistic Detection and Tracking of Motion Boundaries. International Journal of Computer Vision 38(3): 231-245 (2000)
c26		Hedvig Sidenbladh, Michael J. Black, David J. Fleet: Stochastic Tracking of 3D Human Figures Using 2D Image Motion. ECCV (2) 2000: 702-718
c25		Hedvig Sidenbladh, Fernando De la Torre, Michael J. Black: A Framework for Modeling the Appearance of 3D Articulated Figures. FG 2000: 368-377
c24		Dirk Ormoneit, Hedvig Sidenbladh, Michael J. Black, Trevor Hastie: Learning and Tracking Cyclic Human Motion. NIPS 2000: 894-900
	1999
j10		Yaser Yacoob, Michael J. Black: Parameterized Modeling and Recognition of Activities. Computer Vision and Image Understanding 73(2): 232-247 (1999)
c23		Michael J. Black: Explaining Optical Flow Events with Parameterized Spatio-Temporal Models. CVPR 1999: 1326-1332
c22		Michael J. Black, David J. Fleet: Probabilistic Detection and Tracking of Motion Discontinuities. ICCV 1999: 551-558
c21		Michael J. Black, Guillermo Sapiro: Edges as Outliers: Anisotropic Smoothing Using Local Image Statistics. Scale-Space 1999: 259-270
	1998
j9		Michael J. Black, Allan D. Jepson: EigenTracking: Robust Matching and Tracking of Articulated Objects Using a View-Based Representation. International Journal of Computer Vision 26(1): 63-84 (1998)
j8		John K. Tsotsos, Gilbert Verghese, Sven J. Dickinson, Michael R. M. Jenkin, Allan D. Jepson, Evangelos E. Milios, Fernando Nuflo, Suzanne Stevenson, Michael J. Black, Dimitris N. Metaxas: PLAYBOT A visually-guided robot for physically disabled children. Image Vision Comput. 16(4): 275-292 (1998)
j7		Shanon X. Ju, Michael J. Black, Scott L. Minneman, Don Kimber: Summarization of videotaped presentations: automatic analysis of motion and gesture. IEEE Trans. Circuits Syst. Video Techn. 8(5): 686-696 (1998)
j6		Michael J. Black, Guillermo Sapiro, David H. Marimont, David Heeger: Robust anisotropic diffusion. IEEE Transactions on Image Processing 7(3): 421-432 (1998)
c20		Larry S. Davis, Sándor Fejes, David Harwood, Yaser Yacoob, Ismail Haritaoglu, Michael J. Black: Visual Surveillance of Human Activity. ACCV (2) 1998: 267-274
c19		David J. Fleet, Michael J. Black, Allan D. Jepson: Motion Feature Detection Using Steerable Flow Fields. CVPR 1998: 274-281
c18		Michael J. Black, Allan D. Jepson: A Probabilistic Framework for Matching Temporal Trajectories: CONDENSATION-Based Recognition of Gestures and Expressions. ECCV (1) 1998: 909-924
c17		Michael J. Black, Allan D. Jepson: Recognizing Temporal Trajectories Using the Condensation Algorithm. FG 1998: 16-21
c16		Yaser Yacoob, Michael J. Black: Parameterized Modeling and Recognition of Activities. ICCV 1998: 120-127
c15		Michael J. Black, David J. Fleet, Yaser Yacoob: A Framework for Modeling Appearance Change in Image Sequences. ICCV 1998: 660-667
	1997
j5		Michael J. Black, Yaser Yacoob: Recognizing Facial Expressions in Image Sequences Using Local Parameterized Models of Image Motion. International Journal of Computer Vision 25(1): 23-48 (1997)
c14		Michael J. Black, Yaser Yacoob, Allan D. Jepson, David J. Fleet: Learning Parameterized Models of Image Motion. CVPR 1997: 561-567
c13		Shanon X. Ju, Michael J. Black, Scott L. Minneman, Don Kimber: Analysis of Gesture and Action in Technical Talks for Video Indexing. CVPR 1997: 595-601
c12		Michael J. Black, Guillermo Sapiro, David H. Marimont, David Heeger: Robust Anisotropic Diffusion and Sharpening of Scalar and Vector Images. ICIP (1) 1997: 263-266
c11		Michael J. Black, Guillermo Sapiro, David H. Marimont, David Heeger: Robust Anisotropic Diffusion: Connections Between Robust Statistics, Line Processing, and Anisotropic Diffusion. Scale-Space 1997: 323-326
	1996
j4		Michael J. Black, P. Anandan: The Robust Estimation of Multiple Motions: Parametric and Piecewise-Smooth Flow Fields. Computer Vision and Image Understanding 63(1): 75-104 (1996)
j3		Michael J. Black, Anand Rangarajan: On the unification of line processes, outlier rejection, and robust statistics with applications in early vision. International Journal of Computer Vision 19(1): 57-91 (1996)
j2		Michael J. Black, Allan D. Jepson: Estimating Optical Flow in Segmented Images Using Variable-Order Parametric Models With Local Deformations. IEEE Trans. Pattern Anal. Mach. Intell. 18(10): 972-986 (1996)
c10		Shanon X. Ju, Michael J. Black, Allan D. Jepson: Skin and Bones: Multi-layer, Locally Affine, Optical Flow and Regularization with Transparency. CVPR 1996: 307-314
c9		Michael J. Black, Allan D. Jepson: EigenTracking: Robust Matching and Tracking of Articulated Objects Using a View-Based Representation. ECCV (1) 1996: 329-342
c8		Shanon X. Ju, Michael J. Black, Yaser Yacoob: Cardboard People: A Parameterized Model of Articulated Image Motion. FG 1996: 38-44
	1995
c7		Michael J. Black, Yaser Yacoob: Tracking and Recognizing Rigid and Non-Rigid Facial Motions Using Local Parametric Models of Image Motion. ICCV 1995: 374-381
	1994
c6		Michael J. Black: Recursive Non-Linear Estimation of Discontinuous Flow Fields. ECCV (1) 1994: 138-145
	1993
c5		Michael J. Black, P. Anandan: A framework for the robust estimation of optical flow. ICCV 1993: 231-236
c4		Michael J. Black, Yiannis Aloimonos, Christopher M. Brown, Ian Horswill, Jitendra Malik, Giulio Sandini, Michael J. Tarr: Action Representation and Purpose: Re-evaluating the Foundations of Computational Vision. IJCAI 1993: 1661-1666
	1992
c3		Michael J. Black: Combining Intensity and Motion for Incremental Segmentation and Tracking Over Long Image Sequences. ECCV 1992: 485-493
	1990
c2		Michael J. Black, P. Anandan: Constraints for the Early Detection of Discontinuity from Motion. AAAI 1990: 1060-1066
c1		Michael J. Black, P. Anandan: A model for the detection of motion over time. ICCV 1990: 33-37
	1986
j1		Michael J. Black: The Connection Machine - Book Review. AI Magazine 7(3): 169 (1986)

Coauthor Index

Colors in the list of coauthors

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