iagents21's library 56 articles Export

	Mean shift: A robust approach toward feature space analysis [My Copy] IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 24, No. 5. (2002), pp. 603-619. by Dorin Comaniciu, Peter Meer posted to clustering computer_vision data_association dimension_reduction image_feature_representation learning_general machine_learning by iagents21 on 2009-05-06 21:57:37 as
	The unreasonable effectiveness of data [My Copy] IEEE Intelligent Systems (2009), pp. 8-12. by Alon Halevy, Peter Norvig, Fernando Pereira posted to no-tag by iagents21 on 2009-04-22 15:42:38 as
	Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories [My Copy] In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (2006), pp. 2169-2178. by Svetlana Lazebnik, Cordelia Schmid, Jean Ponce posted to computer_vision scene_classification by iagents21 on 2009-04-21 03:15:44 as
	Learning with scope, with application to information extraction and classification [My Copy] In Proceedings of Uncertainty in AI (2002), pp. 53-60. by David M. Blei, Andrew J. Bagnell, Andrew K. Mccallum posted to bayesian_inference inference machine_learning scoped_learning by iagents21 on 2009-04-15 22:08:29 as
	Robust real-time object detection [My Copy] In Proceedings of International Workshop on Statistical and Computational Theories of Vision - Modeling, Learning, Computing, and Sampling (2001) by Paul Viola, Michael Jones posted to boosting computer_vision face_recognition machine_learning object_detection object_recognition by iagents21 on 2009-04-14 15:44:25 as
	Sharing visual features for multiclass and multiview object detection [My Copy] IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 29, No. 5. (May 2007), pp. 854-869. by A. Torralba, K. P. Murphy, W. T. Freeman posted to boosting cross_category_classification image_feature_representation machine_learning object_detection object_recognition by iagents21 on 2009-04-14 02:20:38 as
	Think globally, fit locally: unsupervised learning of low dimensional manifolds [My Copy] Journal of Machine Learning Research, Vol. 4 (2003), pp. 119-155. by Lawrence K. Saul, Sam T. Roweis posted to clustering dimension_reduction inference learning_general machine_learning machine_learning_theory by iagents21 on 2009-04-07 21:09:31 as
	Efficient graph based segmentation [My Copy] International Journal of Computer Vision, Vol. 59, No. 2. (2004), pp. 167-181. by Pedro F. Felzenszwalb, Daniel P. Huttenlocher posted to computer_vision segmentation by iagents21 on 2009-03-26 21:31:32 as
	Recovering surface layout from an image [My Copy] International Journal of Computer Vision, Vol. 75, No. 1. (2007), pp. 151-172. by Derek Hoiem, Alexei A. Efros, Martial Hebert posted to 3d_reconstruction computer_vision conditional_random_fields contextual_cueing depth_estimation image_feature_representation object_recognition scene_classification surface_layout vanishing_point by iagents21 on 2009-03-26 14:55:47 as
	Normalized cuts and image segmentation [My Copy] IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 22, No. 8. (2000), pp. 888-905. by Jianbo Shi, Jitendra Malik posted to computer_vision inference machine_learning segmentation by iagents21 on 2009-03-18 20:17:53 as
	Additive logistic regression: A statistical view of boosting [My Copy] Annals of Statistics, Vol. 17 (2000), pp. 337-407. by J. H. Friedman, T. Hastie, R. Tishirani posted to boosting learning_general machine_learning machine_learning_theory online_learning by iagents21 on 2009-03-17 20:25:09 as
	Empirical evaluation of dissimilarity measures for color and texture [My Copy] Computer Vision and Image Understanding, Vol. 84 (2001), pp. 25-43. by Yossi Rubner, Jan Puzicha, Carlo Tomasi, Joachim M. Buhmann posted to computer_vision similarity by iagents21 on 2009-03-02 15:32:02 as
	The role of context in object recognition [My Copy] TRENDS in Cognitive Sciences, Vol. 11, No. 12. (2007), pp. 520-527. by Aude Oliva, Antonio Torralba posted to computer_vision contextual_cueing object_detection object_recognition by iagents21 on 2009-02-25 15:02:44 as
	Understanding belief propagation and its generalizations [My Copy] by Jonathan S. Yedidia, William T. Freeman, Yair Weiss posted to approximation bayesian_inference inference machine_learning markov_random_fields probabilistic_graphical_model random_fields by iagents21 on 2008-11-08 03:33:31 as
	Eigenfaces for recognition [My Copy] Journal of Cognitive Neuroscience, Vol. 3, No. 1. (1991), pp. 71-86. by Matthew Turk, Alex Pentland posted to computer_vision eigenanalysis face_recognition image_feature_representation neural_networks by iagents21 on 2008-10-07 19:55:10 as
	Gaussian Processes for Machine Learning [My Copy] (2006) by Carl E. Rasmussen, Christopher K. I. Williams posted to bayesian_inference gaussian_process kernel machine_learning by iagents21 on 2008-09-03 21:49:14 as
	A dynamic bayesian network model for autonomous 3D reconstruction from a single indoor image [My Copy] In IEEE Conference on Computer Vision and Pattern Recognition (2006), pp. 2418-2428. by Erick Delage, Honglak Lee, Andrew Y. Ng posted to 3d_reconstruction bayesian_network computer_vision depth_estimation dynamic_bayesian_network machine_learning projective_geometry by iagents21 on 2008-08-08 23:13:28 as
	Video compass [My Copy] In Proceedings of European Conference on Computer Vision (2002), pp. 476-490. by Jana Kosecka, Wei Zhang posted to 3d_reconstruction compass_direction computer_vision vanishing_point by iagents21 on 2008-08-08 15:05:18 as
	Vanishing point detection: Representation analysis and new approaches [My Copy] In Proceedings of International Conference on Image Processing (2001), pp. 90-94. by Virginio Cantoni, Luca Lombardi, Marco Porta, Nicolas Sicard posted to 3d_reconstruction computer_vision projective_geometry vanishing_point by iagents21 on 2008-08-01 20:15:23 as
	A hierarchical field framework for unified context-based classification [My Copy] In Proceedings of International Conference on Computer Vision (2005), pp. 1284-1291. by Sanjiv Kumar, Martial Hebert posted to computer_vision conditional_random_fields machine_learning markov_random_fields object_recognition random_fields by iagents21 on 2008-08-01 18:04:19 as
	Learning associative markov networks [My Copy] In Proceedings of International Conference on Machine Learning (2004) by Benjamin Taskar, Vassil Chatalbashev, Daphne Koller posted to associate_markov_networks machine_learning markov_random_fields random_fields by iagents21 on 2008-08-01 17:34:43 as
	Rough terrain autonomous mobility—part 1: A theoretical analysis of requirements [My Copy] Autonomous Robots, Vol. 5, No. 2. (May 1998), pp. 129-161. by Alonzo Kelly, Anthony Stentz posted to field_robotics mobile_robot by iagents21 on 2008-07-14 16:59:48 as
	Robust 3D scan point classification using associative markov networks [My Copy] In Proceedings of International Conference on Robotics and Automation (2006), pp. 2603-2608. by Rudolph Triebel, Kristian Kersting, Wolfram Burgard posted to 3d_reconstruction associate_markov_networks machine_learning random_fields range_sensing by iagents21 on 2008-07-14 15:24:36 as
	Efficient computation of vanishing points [My Copy] In Proceedings of International Conference on Robotics and Automation (2002), pp. 223-228. by Jana Kosecka, Wei Zhang posted to computer_vision vanishing_point by iagents21 on 2008-07-11 19:10:51 as
	Projective geometry for machine vision [My Copy] (1992), pp. 463-519. by Joseph edited by Joseph posted to computer_vision projective_geometry by iagents21 on 2008-05-29 19:03:55 as
	Manhattan world: Compass direction from a single image by Bayesian inference [My Copy] (1999), pp. 941-947. by James posted to 3d_reconstruction compass_direction computer_vision by iagents21 on 2008-05-23 22:52:08 as
	Color machine vision [My Copy] (1999) by Shashi D. Buluswar posted to color_indexing computer_vision by iagents21 on 2008-05-22 16:45:24 as
	Color constant color indexing [My Copy] IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 17, No. 5. (1995), pp. 522-529. by Brian posted to color_indexing computer_vision object_recognition by iagents21 on 2008-05-22 16:43:29 as
	Color indexing [My Copy] International Journal of Computer Vision, Vol. 7, No. 1. (1991), pp. 11-32. by Swain posted to color_indexing computer_vision object_recognition by iagents21 on 2008-05-22 16:38:18 as
	Image signatures for place recognition and map construction [My Copy] In SPIE Proceeding of Sensor Fusion IV: Control Paradigms and Data Structures (1991), pp. 282-293. by Engelson posted to color_indexing computer_vision object_recognition by iagents21 on 2008-05-22 16:36:17 as
	A fast line finder for vision-guided robot navigation [My Copy] IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 12, No. 11. (November 1990), pp. 1098-1101. by P. Kahn, L. Kitchen, E. M. Riseman posted to computer_vision field_robotics line_detection navigation by iagents21 on 2008-04-25 15:01:03 as
	Learning with Kernels: Support Vector Machines, Regularization, Optimization and Beyond [My Copy] (2002) by Bernhard Scholkopf, Alex Smola posted to kernel learning_general machine_learning by iagents21 on 2008-03-30 03:04:47 as
	An introduction to MCMC for machine learning [My Copy] Machine Learning, Vol. 50 (2003), pp. 5-43. by Christophe Andrieu, Nando De Freitas, Arnaud Doucet, Micheal I. Jordan posted to mcmc sampling by iagents21 on 2008-03-17 03:53:33 as
	An application of markov random fields to range sensing [My Copy] In Proceedings of Advanced Neural Information Processing Systems (2005), pp. 291-298. by James Diebel, Sebastian Thrun posted to markov_random_fields range_sensing by iagents21 on 2008-03-14 00:43:39 as
	Depth estimation from image structure [My Copy] IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 24, No. 9. (September 2002), pp. 1226-1238. by Antonio Torralba, Aude Oliva posted to computer_vision depth_estimation by iagents21 on 2008-03-11 19:18:37 as
	Markov Random Field Modeling in Image Analysis [My Copy] (2001) by Stan Z. Li posted to computer_vision markov_random_fields by iagents21 on 2008-03-08 15:04:46 as
	Vision for mobile robot navigation: A survey [My Copy] IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 24, No. 2. (February 2002), pp. 237-267. by Guilherme N. Desouza, Avinash C. Kak posted to computer_vision field_robotics navigation by iagents21 on 2008-03-06 20:59:55 as
	Shape matching and object recognition using shape contexts [My Copy] IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 24, No. 24. (April 2002), pp. 509-522. by Serge Belongie, Jitenddra Malik, Jan Puzicha posted to computer_vision image_feature_representation shape_context thin_plate_spline by iagents21 on 2008-03-06 20:45:41 as
	On discriminative vs generative classifier [My Copy] In Proceedings of Advanced Neural Information Processing Systems (2002) by Andrew posted to learning_general by iagents21 on 2008-01-02 18:08:15 as
	Discriminative vs informative learning [My Copy] In Proceedings of Conference on Knowledge Discovery and Data Mining (1997), pp. 49-53. by Dan posted to learning_general by iagents21 on 2008-01-02 18:04:12 as
	Exact maximum a posteriori estimation for binary images [My Copy] Journal of the Royal Statistical Society, Vol. 51, No. 2. (1989), pp. 271-279. by Greig posted to computer_vision markov_random_fields random_fields by iagents21 on 2007-12-17 19:25:08 as
	CRF-matching: Conditional random fields for feature-based scan matching [My Copy] In Robotics Science and Systems (2007) by Fabio posted to conditional_random_fields data_association by iagents21 on 2007-12-17 19:23:23 as
	High speed obstacle avoidance using monocular vision and reinforcement learning [My Copy] In Proceedings of International Conference on Machine Learning (ICML-05) (2005), pp. 593-600. by Jeff posted to depth_estimation reinforcement_learning by iagents21 on 2007-12-17 19:13:42 as
	Statistics of range images [My Copy] In Proceedings of Computer Vision and Pattern Recognition (CVPR) (2000), pp. 1324-1331. by Huang posted to computer_vision depth_estimation by iagents21 on 2007-12-17 19:11:50 as
	3D depth reconstruction from a single still image [My Copy] International Journal of Computer Vision (2007) by Ashutosh posted to computer_vision depth_estimation by iagents21 on 2007-12-16 00:58:02 as
	Introduction to Radial Basis Function [My Copy] (1996) by Mark J. L. Orr posted to neural_networks radial_basis_function by iagents21 on 2007-12-13 18:58:11 as
	Reinforcement learning: A survey [My Copy] Journal of Artificial Journal of Artificial Intelligence Research, Vol. 4 (1996), pp. 237-285. by Leslie posted to reinforcement_learning by iagents21 on 2007-12-12 20:39:52 as
	The boosting approach to machine learning: An overview [My Copy] In MSRI Workshop on Nonlinear Estimation and Classification (2002) by Robert E. Schapire posted to boosting by iagents21 on 2007-12-10 16:18:07 as
	A decision-theoretic generalization of on-line learning and an application to boosting [My Copy] Journal of Computer and System Sciences, Vol. 55 (1997), pp. 119-139. by Yoav posted to boosting by iagents21 on 2007-12-10 04:55:35 as
	A short introduction to boosting [My Copy] Journal of Japanese Society for Artificial Intelligence, Vol. 14, No. 5. (1999), pp. 771-780. by Yoav posted to boosting by iagents21 on 2007-12-10 04:19:22 as

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computer_vision	28
machine_learning	14
object_recognition	8
3d_reconstruction	6
boosting	6
depth_estimation	6
learning_general	6
markov_random_fields	6
image_feature_representation	5
random_fields	5
color_indexing	4
field_robotics	4
inference	4
vanishing_point	4
bayesian_inference	3
conditional_random_fields	3
kernel	3
object_detection	3
projective_geometry	3
associate_markov_networks	2
clustering	2
compass_direction	2
contextual_cueing	2
data_association	2
dimension_reduction	2
face_recognition	2
gaussian_process	2
machine_learning_theory	2
navigation	2
neural_networks	2
online_learning	2
range_sensing	2
reducing_multiclass_binary	2
reinforcement_learning	2
scene_classification	2
segmentation	2
approximation	1
bayesian_network	1
cross_category_classification	1
dynamic_bayesian_network	1
eigenanalysis	1
line_detection	1
mcmc	1
mobile_robot	1
probabilistic_graphical_model	1
radial_basis_function	1
sampling	1
scoped_learning	1
sensor_data_analysis	1
shape_context	1
similarity	1
surface_layout	1
thin_plate_spline	1

iagents21's library 56 articles Export

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