Fast and spatially-smooth terrain classification using monocular camera

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2010, Pages 4060-4063

  Chetan, J ^a   Krishna, Madhava ^a   Jawahar, C V ^a  

^a INTERNATIONAL INSTITUTE OF INFORMATION TECHNOLOGY   (India)

Author keywords

[No Author keywords available]

Indexed keywords

DATA SETS; ERROR RATE; MONOCULAR CAMERAS; POST PROCESSING; RANDOM FOREST CLASSIFIER; RANDOM FORESTS; SMOOTHING METHODS; SPATIAL SMOOTHNESS; TERRAIN CLASSIFICATION; TRANSFER METHOD;

CAMERAS; CLASSIFIERS; DECISION TREES; LANDFORMS; PATTERN RECOGNITION;

ALGORITHMS;

EID: 78149479274     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2010.987     Document Type: Conference Paper

References (14)

1. D. H. A. Angelova, L. Matthies and P. Perona. Fast terrain classification using variable-length representation for autonomous navigation. In CVPR, 2007.
2. R. U. Bradley and J. Bagnell. Vegetation detection for driving in complex environments. In ICRA, 2007.
3. H. T. Christian Weiss and A. Zell. Combination of vision- and vibration-based terrain classification. In IROS, 2008.
4. N. V. Cristian Dima and M. Hebert. Classifier fusion for outdoor obstacle detection. In ICRA, 2004.
5. R. C. H Liu and A. Rosenfeld. Fast two-frame multiscale dense optical flow estimation using discrete wavelet filters. In Journal of the Optical Society of America, 2003.
6. B. L. Random forests. In Machine Learning, 2001.
7. P. Leang and B. Bhanu. Learning integrated perception-based speed control. In ICPR, 2004.
8. J. M. Michael J. Procopio and G. Grudic. Learning in dynamic environments with ensemble selection for autonomous outdoor robot navigation. In IROS, 2008.
9. A. S. Morten Rufus Blas, Motilal Agrawal and K. Konolige. Fast color/texture segmentation for outdoor robots. In IROS, 2008.
10. B. T. P. Vernaza and D. D. Lee. Online self-supervised terrain classification via discriminatively trained submodular markov random fields. In ICRA, 2008.
11. A. T. R. Manduchi, A. Castano and L. Matthies. Obstacle detection and terrain tlassification for autonomous off-road navigation. In IROS, 2005.
12. N. F. M. S. Weiss C. and A.Zell. Comparison of different approachs to vibration-based terrain classification. In European Conf. on Mobile Robotics, 2007.
13. N. T. Yamaguchi K., Watanabe A. and N. Y. Road region estimation using a sequence of monocular images. In ICPR, 2008.
14. T. C. P. Zoltan Kato and J. C. M. Lee. Color image segmentation and parameter estimation in a markovian framework. In Pattern Recognition Letters, 2001.