-
1
-
-
24644490260
-
Discriminative learning of markov random fields for segmentation of 3D scan data
-
San Diego, CA
-
Anguelov, D., Taskar, B., Chatalbashev, V., Koller, D., Gupta, D., Heitz, G. and Ng, A., 2005. Discriminative Learning of Markov Random Fields for Segmentation of 3D Scan Data. In: IEEE Conference on Computer Vision and Pattern Recognition, San Diego, CA, pp. 169-176.
-
(2005)
IEEE Conference on Computer Vision and Pattern Recognition
, pp. 169-176
-
-
Anguelov, D.1
Taskar, B.2
Chatalbashev, V.3
Koller, D.4
Gupta, D.5
Heitz, G.6
Ng, A.7
-
2
-
-
0035509961
-
Fast approximate energy minimization via graph cuts
-
Boykov, Y., Veksler, O. and Zabih, R., 2001. Fast approximate energy minimization via graph cuts. IEEE Transactions on Pattern Analysis and Machine Intelligence 23 (11), pp. 1222-1239.
-
(2001)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.23
, Issue.11
, pp. 1222-1239
-
-
Boykov, Y.1
Veksler, O.2
Zabih, R.3
-
3
-
-
0035478854
-
Random forests
-
Breiman, L., 2001. Random forests. Machine Learning 45 (1), pp. 5-32.
-
(2001)
Machine Learning
, vol.45
, Issue.1
, pp. 5-32
-
-
Breiman, L.1
-
4
-
-
77951948843
-
Classifying urban landscape in aerial LiDAR using 3D shape analysis
-
Cairo, Egypt
-
Carlberg, M., Gao, P., Chen, G. and Zakhor, A., 2009. Classifying urban landscape in aerial LiDAR using 3D shape analysis. In: IEEE International Conference on Image Processing, Cairo, Egypt, pp. 1701-1704.
-
(2009)
IEEE International Conference on Image Processing
, pp. 1701-1704
-
-
Carlberg, M.1
Gao, P.2
Chen, G.3
Zakhor, A.4
-
5
-
-
79957618510
-
LIDAR data classification using hierarchical k-means clustering
-
Chehata, N., David, N. and Bretar, F., 2008. LIDAR Data Classification using Hierarchical K-means clustering. The International Archives of Photogrammetry, Remote sensing and Spatial Information Sciences 37, pp. 325-330.
-
(2008)
The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences
, vol.37
, pp. 325-330
-
-
Chehata, N.1
David, N.2
Bretar, F.3
-
6
-
-
78650741470
-
Airborne lidar feature selection for urban classification using Random Forests
-
3/W8
-
Chehata, N., Guo, L. and Mallet, C., 2009. Airborne lidar feature selection for urban classification using Random Forests. The International Archives of Photogrammetry, Remote sensing and Spatial Information Sciences 38 (3/W8), pp. 207-212.
-
(2009)
The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences
, vol.38
, pp. 207-212
-
-
Chehata, N.1
Guo, L.2
Mallet, C.3
-
8
-
-
84455204550
-
Unsupervised discovery of object classes from range data using latent dirichlet allocation
-
Seattle, WA
-
Endres, F., Plagemann, C., Stachniss, C. and Burgard, W., 2009. Unsupervised Discovery of Object Classes from Range Data using Latent Dirichlet Allocation. In: Robotics: Science and Systems, Seattle, WA.
-
(2009)
Robotics: Science and Systems
-
-
Endres, F.1
Plagemann, C.2
Stachniss, C.3
Burgard, W.4
-
9
-
-
0021615874
-
R-trees: A dynamic index structure for spatial searching
-
ACM New York, NY, USA
-
Guttman, A., 1984. R-trees: A dynamic index structure for spatial searching. In: ACM SIGMOD International Conference on Management of Data, ACM New York, NY, USA, pp. 47-57.
-
(1984)
ACM SIGMOD International Conference on Management of Data
, pp. 47-57
-
-
Guttman, A.1
-
10
-
-
69549111057
-
Cutting-plane training of structural SVMs
-
Joachims, T., Finley, T. and Yu, C., 2009. Cutting-plane training of structural SVMs. Machine Learning 77 (1), pp. 27-59.
-
(2009)
Machine Learning
, vol.77
, Issue.1
, pp. 27-59
-
-
Joachims, T.1
Finley, T.2
Yu, C.3
-
12
-
-
34948905773
-
P3 and beyond: Solving energies with higher order cliques
-
Minneapolis, MN
-
Kohli, P., Kumar, M. and Torr, P., 2007. P3 and Beyond: Solving Energies with Higher Order Cliques. In: IEEE Conference on Computer Vision and Pattern Recognition, Minneapolis, MN.
-
(2007)
IEEE Conference on Computer Vision and Pattern Recognition
-
-
Kohli, P.1
Kumar, M.2
Torr, P.3
-
15
-
-
47349124785
-
Aerial lidar data classification using ada boost
-
Lodha, S. K., Fitzpatrick, D. M. and Helmbold, D. P., 2007. Aerial Lidar Data Classification using AdaBoost. In: International Conference on 3-D Digital Imaging and Modeling, Montreal, pp. 435-442.
-
(2007)
International Conference on 3-D Digital Imaging and Modeling, Montreal
, pp. 435-442
-
-
Lodha, S.K.1
Fitzpatrick, D.M.2
Helmbold, D.P.3
-
16
-
-
47249098994
-
Aerial LiDAR data classification using support vector machines (SVM)
-
IEEE Chapel Hill, NC
-
Lodha, S. K., Kreps, E. J., Helmbold, D. P. and Fitzpatrick, D., 2006. Aerial LiDAR Data Classification Using Support Vector Machines (SVM). In: International Symposium on 3D Data Processing, Visualization and Transmission, IEEE, Chapel Hill, NC, pp. 567-574.
-
(2006)
International Symposium on 3D Data Processing, Visualization and Transmission
, pp. 567-574
-
-
Lodha, S.K.1
Kreps, E.J.2
Helmbold, D.P.3
Fitzpatrick, D.4
-
17
-
-
67949104959
-
A hybrid conditional random field for estimating the underlying ground surface from airborne LiDAR data
-
Lu, W.-L., Murphy, K. P., Little, J. J., Sheffer, A. and Fu, H., 2009. A Hybrid Conditional Random Field for Estimating the Underlying Ground Surface From Airborne LiDAR Data. IEEE Transactions on Geoscience and Remote Sensing 47 (8/2), pp. 2913-2922.
-
(2009)
IEEE Transactions on Geoscience and Remote Sensing
, vol.47
, Issue.2-8
, pp. 2913-2922
-
-
Lu, W.-L.1
Murphy, K.P.2
Little, J.J.3
Sheffer, A.4
Fu, H.5
-
18
-
-
70450162267
-
Contextual classification with functional max-margin markov networks
-
Miami, FL
-
Munoz, D., Bagnell, J., Vandapel, N. and Hebert, M., 2009a. Contextual classification with functional Max-Margin Markov Networks. In: IEEE Conference on Computer Vision and Pattern Recognition, Miami, FL, pp. 975-982.
-
(2009)
IEEE Conference on Computer Vision and Pattern Recognition
, pp. 975-982
-
-
Munoz, D.1
Bagnell, J.2
Vandapel, N.3
Hebert, M.4
-
19
-
-
84923094225
-
Directional associative markov network for 3-d point cloud classification
-
Visualization and Transmission, Atlanta, GA
-
Munoz, D., Vandapel, N. and Hebert, M., 2008. Directional associative markov network for 3-d point cloud classification. In: International Symposium on 3D Data Processing, Visualization and Transmission, Atlanta, GA.
-
(2008)
International Symposium on 3D Data Processing
-
-
Munoz, D.1
Vandapel, N.2
Hebert, M.3
-
20
-
-
80053350122
-
Onboard contextual classification of 3-D point clouds with learned high-order Markov Random Fields
-
Kobe, Japan
-
Munoz, D., Vandapel, N. and Hebert, M., 2009b. Onboard contextual classification of 3-D point clouds with learned high-order Markov Random Fields. In: IEEE International Conference on Robotics and Automation, Kobe, Japan, pp. 4273-4280.
-
(2009)
IEEE International Conference on Robotics and Automation
, pp. 4273-4280
-
-
Munoz, D.1
Vandapel, N.2
Hebert, M.3
-
21
-
-
3342949547
-
Experimental comparison of filter algorithms for bare-Earth extraction from airborne laser scanning point clouds
-
Sithole, G. and Vosselman, G., 2004. Experimental comparison of filter algorithms for bare-Earth extraction from airborne laser scanning point clouds. ISPRS Journal of Photogrammetry and Remote Sensing 59 (1-2), pp. 85-101.
-
(2004)
ISPRS Journal of Photogrammetry and Remote Sensing
, vol.59
, Issue.1-2
, pp. 85-101
-
-
Sithole, G.1
Vosselman, G.2
-
22
-
-
31844456848
-
Learning associative Markov networks
-
Banff, Alberta, Canada
-
Taskar, B., Chatalbashev, V. and Koller, D., 2004. Learning associative Markov networks. In: International Conference on Machine Learning, Banff, Alberta, Canada, pp. 102-109.
-
(2004)
International Conference on Machine Learning
, pp. 102-109
-
-
Taskar, B.1
Chatalbashev, V.2
Koller, D.3
-
24
-
-
33845652336
-
Robust 3d scan point classification using associative markov networks
-
Orlando, FL
-
Triebel, R., Kersting, K. and Burgard, W., 2006. Robust 3d scan point classification using associative markov networks. In: IEEE International Conference on Robotics and Automation, Orlando, FL, pp. 2603-2608.
-
(2006)
IEEE International Conference on Robotics and Automation
, pp. 2603-2608
-
-
Triebel, R.1
Kersting, K.2
Burgard, W.3
-
25
-
-
84880867598
-
Instance-based AMN classification for improved object recognition in 2D and 3D laser range data
-
Hyderabad, India
-
Triebel, R., Shmidt, R., Mozos, O. and Burgard, W., 2007. Instance-based AMN Classification for Improved Object Recognition in 2D and 3D Laser Range Data. In: International Joint Conference on Artificial Intelligence, Hyderabad, India, pp. 2225-2230.
-
(2007)
International Joint Conference on Artificial Intelligence
, pp. 2225-2230
-
-
Triebel, R.1
Shmidt, R.2
Mozos, O.3
Burgard, W.4
-
26
-
-
0037980825
-
-
NIPS, Vancouver, Canada
-
Yedidia, J., Freeman, W. and Weiss, Y., 2000. Generalized belief propagation. In: NIPS, Vancouver, Canada, pp. 689-695.
-
(2000)
Generalized Belief Propagation
, pp. 689-695
-
-
Yedidia, J.1
Freeman, W.2
Weiss, Y.3
|