Learning Long-Range Vision for an Offroad Robot
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[1] D. Hubel,et al. Receptive fields, binocular interaction and functional architecture in the cat's visual cortex , 1962, The Journal of physiology.
[2] Richard O. Duda,et al. Use of the Hough transformation to detect lines and curves in pictures , 1972, CACM.
[3] A. Meltzoff,et al. Intermodal matching by human neonates , 1979, Nature.
[4] J. Baird,et al. The locus of environmental attention , 1981 .
[5] Edward H. Adelson,et al. PYRAMID METHODS IN IMAGE PROCESSING. , 1984 .
[6] Takeo Kanade,et al. Vision and Navigation for the Carnegie-Mellon Navlab , 1987 .
[7] Dean Pomerleau,et al. ALVINN, an autonomous land vehicle in a neural network , 2015 .
[8] D.J. Kriegman,et al. Stereo vision and navigation in buildings for mobile robots , 1989, IEEE Trans. Robotics Autom..
[9] M. Turk,et al. Eigenfaces for Recognition , 1991, Journal of Cognitive Neuroscience.
[10] R. Axel,et al. A novel multigene family may encode odorant receptors: A molecular basis for odor recognition , 1991, Cell.
[11] Steven A. Shafer,et al. Anatomy of a color histogram , 1992, Proceedings 1992 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.
[12] Joachim M. Buhmann,et al. Distortion Invariant Object Recognition in the Dynamic Link Architecture , 1993, IEEE Trans. Computers.
[13] Yann LeCun,et al. Signature Verification Using A "Siamese" Time Delay Neural Network , 1993, Int. J. Pattern Recognit. Artif. Intell..
[14] Dean A. Pomerleau,et al. Knowledge-Based Training of Artificial Neural Networks for Autonomous Robot Driving , 1993 .
[15] T. Bower,et al. Learning and Intermodal Transfer of Information in Newborns , 1994 .
[16] Charles E. Thorpe,et al. Vision-based neural network road and intersection detection and traversal , 1995, Proceedings 1995 IEEE/RSJ International Conference on Intelligent Robots and Systems. Human Robot Interaction and Cooperative Robots.
[17] David G. Lowe,et al. Similarity Metric Learning for a Variable-Kernel Classifier , 1995, Neural Computation.
[18] Martial Hebert,et al. Mapping and positioning for a prototype lunar rover , 1995, Proceedings of 1995 IEEE International Conference on Robotics and Automation.
[19] Pierrick Grandjean,et al. Fast cross-country navigation on fair terrains , 1995, Proceedings of 1995 IEEE International Conference on Robotics and Automation.
[20] Erann Gat,et al. Mars microrover navigation: performance evaluation and enhancement , 1995, Proceedings 1995 IEEE/RSJ International Conference on Intelligent Robots and Systems. Human Robot Interaction and Cooperative Robots.
[21] Yann LeCun,et al. Transformation Invariance in Pattern Recognition-Tangent Distance and Tangent Propagation , 1996, Neural Networks: Tricks of the Trade.
[22] Ah Chung Tsoi,et al. Face recognition: a convolutional neural-network approach , 1997, IEEE Trans. Neural Networks.
[23] Jitendra Malik,et al. Normalized cuts and image segmentation , 1997, Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition.
[24] David J. Kriegman,et al. Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection , 1996, ECCV.
[25] Anil K. Jain,et al. Object detection using gabor filters , 1997, Pattern Recognit..
[26] Marilena Vendittelli,et al. Fuzzy maps: A new tool for mobile robot perception and planning , 1997, J. Field Robotics.
[27] Yoshua Bengio,et al. Gradient-based learning applied to document recognition , 1998, Proc. IEEE.
[28] Bernhard Schölkopf,et al. Nonlinear Component Analysis as a Kernel Eigenvalue Problem , 1998, Neural Computation.
[29] Yoshua Bengio,et al. Convolutional networks for images, speech, and time series , 1998 .
[30] Hyeonjoon Moon,et al. The FERET verification testing protocol for face recognition algorithms , 1998, Proceedings Third IEEE International Conference on Automatic Face and Gesture Recognition.
[31] Sebastian Thrun,et al. Learning Metric-Topological Maps for Indoor Mobile Robot Navigation , 1998, Artif. Intell..
[32] Aleix M. Martinez,et al. The AR face database , 1998 .
[33] Alonzo Kelly,et al. Stereo Vision Enhancements for Low-Cost Outdoor Autonomous Vehicles , 1998 .
[34] T. Poggio,et al. Hierarchical models of object recognition in cortex , 1999, Nature Neuroscience.
[35] David G. Lowe,et al. Object recognition from local scale-invariant features , 1999, Proceedings of the Seventh IEEE International Conference on Computer Vision.
[36] Pascal Vincent,et al. A Neural Support Vector Network architecture with adaptive kernels , 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium.
[37] Narendra Ahuja,et al. Face recognition using kernel eigenfaces , 2000, Proceedings 2000 International Conference on Image Processing (Cat. No.00CH37101).
[38] J. Tenenbaum,et al. A global geometric framework for nonlinear dimensionality reduction. , 2000, Science.
[39] Illah R. Nourbakhsh,et al. Appearance-Based Obstacle Detection with Monocular Color Vision , 2000, AAAI/IAAI.
[40] Roberto Manduchi,et al. Terrain perception for DEMO III , 2000, Proceedings of the IEEE Intelligent Vehicles Symposium 2000 (Cat. No.00TH8511).
[41] S T Roweis,et al. Nonlinear dimensionality reduction by locally linear embedding. , 2000, Science.
[42] Reid G. Simmons,et al. Recent progress in local and global traversability for planetary rovers , 2000, Proceedings 2000 ICRA. Millennium Conference. IEEE International Conference on Robotics and Automation. Symposia Proceedings (Cat. No.00CH37065).
[43] Yasushi Yagi,et al. Reactive Visual Navigation Based on Omnidirectional Sensing – Path Following and Collision Avoidance , 2001, J. Intell. Robotic Syst..
[44] Mikhail Belkin,et al. Laplacian Eigenmaps and Spectral Techniques for Embedding and Clustering , 2001, NIPS.
[45] Michael I. Jordan,et al. On Spectral Clustering: Analysis and an algorithm , 2001, NIPS.
[46] Antonio Torralba,et al. Statistical Context Priming for Object Detection , 2001, ICCV.
[47] Tommy Chang,et al. Road detection and tracking for autonomous mobile robots , 2002, SPIE Defense + Commercial Sensing.
[48] Geoffrey E. Hinton,et al. Stochastic Neighbor Embedding , 2002, NIPS.
[49] Avinash C. Kak,et al. Vision for Mobile Robot Navigation: A Survey , 2002, IEEE Trans. Pattern Anal. Mach. Intell..
[50] Larry Matthies,et al. Stereo vision and rover navigation software for planetary exploration , 2002, Proceedings, IEEE Aerospace Conference.
[51] R.J. Marks,et al. Implicit learning in autoencoder novelty assessment , 2002, Proceedings of the 2002 International Joint Conference on Neural Networks. IJCNN'02 (Cat. No.02CH37290).
[52] Antonio Torralba,et al. Depth Estimation from Image Structure , 2002, IEEE Trans. Pattern Anal. Mach. Intell..
[53] James P. Ostrowski,et al. Visual motion planning for mobile robots , 2002, IEEE Trans. Robotics Autom..
[54] Martial Hebert,et al. Training Object Detection Models with Weakly Labeled Data , 2002, BMVC.
[55] Ben Southall,et al. Stereo perception on an off-road vehicle , 2002, Intelligent Vehicle Symposium, 2002. IEEE.
[56] Aleix M. Martínez,et al. Recognizing Imprecisely Localized, Partially Occluded, and Expression Variant Faces from a Single Sample per Class , 2002, IEEE Trans. Pattern Anal. Mach. Intell..
[57] Nicolas Le Roux,et al. Out-of-Sample Extensions for LLE, Isomap, MDS, Eigenmaps, and Spectral Clustering , 2003, NIPS.
[58] Antonio Torralba,et al. Using the Forest to See the Trees: A Graphical Model Relating Features, Objects, and Scenes , 2003, NIPS.
[59] G. Ulivi,et al. Indoor robot navigation using log-polar local maps , 2003 .
[60] Martial Hebert,et al. Toward generating labeled maps from color and range data for robot navigation , 2003, Proceedings 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2003) (Cat. No.03CH37453).
[61] Martial Hebert,et al. Where and when to look: how to extend the myopic planning horizon , 2003, Proceedings 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2003) (Cat. No.03CH37453).
[62] Sven Behnke,et al. Local Multiresolution Path Planning , 2003, RoboCup.
[63] Anthony Stentz,et al. Online adaptive rough-terrain navigation vegetation , 2004, IEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA '04. 2004.
[64] Geoffrey E. Hinton,et al. Neighbourhood Components Analysis , 2004, NIPS.
[65] Kilian Q. Weinberger,et al. Learning a kernel matrix for nonlinear dimensionality reduction , 2004, ICML.
[66] G LoweDavid,et al. Distinctive Image Features from Scale-Invariant Keypoints , 2004 .
[67] Martial Hebert,et al. Classifier fusion for outdoor obstacle detection , 2004, IEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA '04. 2004.
[68] Gerald Tesauro,et al. Practical issues in temporal difference learning , 1992, Machine Learning.
[69] Kunihiko Fukushima,et al. Neocognitron: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position , 1980, Biological Cybernetics.
[70] Yann LeCun,et al. Synergistic Face Detection and Pose Estimation with Energy-Based Models , 2004, J. Mach. Learn. Res..
[71] Martial Hebert,et al. Natural terrain classification using 3-d ladar data , 2004, IEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA '04. 2004.
[72] Antonio Torralba,et al. Contextual Models for Object Detection Using Boosted Random Fields , 2004, NIPS.
[73] Martial Hebert,et al. Enabling learning from large datasets: applying active learning to mobile robotics , 2004, IEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA '04. 2004.
[74] Y. LeCun,et al. Learning methods for generic object recognition with invariance to pose and lighting , 2004, Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004..
[75] Ashutosh Saxena,et al. High speed obstacle avoidance using monocular vision and reinforcement learning , 2005, ICML.
[76] Martial Hebert,et al. Semi-Supervised Self-Training of Object Detection Models , 2005, 2005 Seventh IEEE Workshops on Applications of Computer Vision (WACV/MOTION'05) - Volume 1.
[77] Antonio Torralba,et al. Describing Visual Scenes using Transformed Dirichlet Processes , 2005, NIPS.
[78] M. Leordeanu,et al. Unsupervised learning of object features from video sequences , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).
[79] Martial Hebert,et al. A hierarchical field framework for unified context-based classification , 2005, Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1.
[80] Jitendra Malik,et al. Efficient shape matching using shape contexts , 2005, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[81] Sebastian Thrun,et al. Adaptive Road Following using Self-Supervised Learning and Reverse Optical Flow , 2005, Robotics: Science and Systems.
[82] Antonio Torralba,et al. Learning hierarchical models of scenes, objects, and parts , 2005, Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1.
[83] Larry H. Matthies,et al. Stereo-Based Tree Traversability Analysis for Autonomous Off-Road Navigation , 2005, 2005 Seventh IEEE Workshops on Applications of Computer Vision (WACV/MOTION'05) - Volume 1.
[84] Alexei A. Efros,et al. Geometric context from a single image , 2005, Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1.
[85] Yann LeCun,et al. Off-Road Obstacle Avoidance through End-to-End Learning , 2005, NIPS.
[86] Roberto Manduchi,et al. Obstacle Detection and Terrain Classification for Autonomous Off-Road Navigation , 2005, Auton. Robots.
[87] Bill Triggs,et al. Histograms of oriented gradients for human detection , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).
[88] Yann LeCun,et al. Learning a similarity metric discriminatively, with application to face verification , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).
[89] Sebastian Scherer,et al. Learning obstacle avoidance parameters from operator behavior , 2006, J. Field Robotics.
[90] Robert C. Bolles,et al. Outdoor Mapping and Navigation Using Stereo Vision , 2006, ISER.
[91] Alonzo Kelly,et al. Toward Reliable Off Road Autonomous Vehicles Operating in Challenging Environments , 2006, Int. J. Robotics Res..
[92] Yoshua Bengio,et al. Greedy Layer-Wise Training of Deep Networks , 2006, NIPS.
[93] Alexei A. Efros,et al. Putting Objects in Perspective , 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).
[94] Geoffrey E. Hinton,et al. Reducing the Dimensionality of Data with Neural Networks , 2006, Science.
[95] Yann LeCun,et al. Dimensionality Reduction by Learning an Invariant Mapping , 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).
[96] Alexei A. Efros,et al. Recovering Surface Layout from an Image , 2007, International Journal of Computer Vision.
[97] James M. Rehg,et al. Traversability classification using unsupervised on-line visual learning for outdoor robot navigation , 2006, Proceedings 2006 IEEE International Conference on Robotics and Automation, 2006. ICRA 2006..
[98] Sebastian Thrun,et al. A Self-Supervised Terrain Roughness Estimator for Off-Road Autonomous Driving , 2006, UAI.
[99] S. Chopra,et al. On-Line Learning of Long-Range Obstacle Detection for Off-Road Robots , 2006 .
[100] Alberto Broggi,et al. A decision network based frame-work for visual off-road path detection problem , 2006, 2006 IEEE Intelligent Transportation Systems Conference.
[101] Yee Whye Teh,et al. A Fast Learning Algorithm for Deep Belief Nets , 2006, Neural Computation.
[102] Sebastian Thrun,et al. Stanley: The robot that won the DARPA Grand Challenge , 2006, J. Field Robotics.
[103] Sebastian Thrun,et al. Self-supervised Monocular Road Detection in Desert Terrain , 2006, Robotics: Science and Systems.
[104] Michael Happold,et al. Enhancing Supervised Terrain Classification with Predictive Unsupervised Learning , 2006, Robotics: Science and Systems.
[105] Cordelia Schmid,et al. Combining Regions and Patches for Object Class Localization , 2006, 2006 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'06).
[106] J. Andrew Bagnell,et al. Improving robot navigation through self‐supervised online learning , 2006, J. Field Robotics.
[107] Gregory Z. Grudic,et al. Outdoor Path Labeling Using Polynomial Mahalanobis Distance , 2006, Robotics: Science and Systems.
[108] Larry D. Jackel,et al. The DARPA LAGR program: Goals, challenges, methodology, and phase I results , 2006, J. Field Robotics.
[109] Gang Hua,et al. Discriminant Embedding for Local Image Descriptors , 2007, 2007 IEEE 11th International Conference on Computer Vision.
[110] Andrew E. Johnson,et al. Computer Vision on Mars , 2007, International Journal of Computer Vision.
[111] Urs A. Muller,et al. SPEED-RANGE DILEMMAS FOR VISION-BASED NAVIGATION IN UNSTRUCTURED TERRAIN , 2007 .
[112] Marc'Aurelio Ranzato,et al. A Unified Energy-Based Framework for Unsupervised Learning , 2007, AISTATS.
[113] Marc'Aurelio Ranzato,et al. Sparse Feature Learning for Deep Belief Networks , 2007, NIPS.
[114] Pietro Perona,et al. Dimensionality Reduction Using Automatic Supervision for Vision-Based Terrain Learning , 2007, Robotics: Science and Systems.
[115] Urs A. Muller,et al. A multi-range vision strategy for autonomous offroad navigation , 2007 .
[116] Matthew A. Brown,et al. Learning Local Image Descriptors , 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.
[117] Yoshua Bengio,et al. Scaling learning algorithms towards AI , 2007 .
[118] Marc'Aurelio Ranzato,et al. Unsupervised Learning of Invariant Feature Hierarchies with Applications to Object Recognition , 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.
[119] Eric Krotkov,et al. The DARPA PerceptOR evaluation experiments , 2007, Auton. Robots.
[120] Gregory Z. Grudic,et al. Online Learning of Multiple Perceptual Models for Navigation in Unknown Terrain , 2007, FSR.
[121] M. Maimone,et al. Overview of the Mars Exploration Rovers ’ Autonomous Mobility and Vision Capabilities , 2007 .
[122] Yann LeCun,et al. Mapping and planning under uncertainty in mobile robots with long-range perception , 2008, 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems.
[123] M. Andermann,et al. Embodied Information Processing: Vibrissa Mechanics and Texture Features Shape Micromotions in Actively Sensing Rats , 2008, Neuron.
[124] Jason Weston,et al. A unified architecture for natural language processing: deep neural networks with multitask learning , 2008, ICML '08.
[125] Jason Weston,et al. Deep learning via semi-supervised embedding , 2008, ICML '08.
[126] C. Stachniss,et al. Online Learning for Offroad Robots: Using Spatial Label Propagation to Learn Long-Range Traversability , 2008 .
[127] Heng Tao Shen,et al. Principal Component Analysis , 2009, Encyclopedia of Biometrics.