-
1
-
-
78650593938
-
Bag-of-visual-words and spatial extensions for land-use classification
-
Y. Yang and S. Newsam, "Bag-of-visual-words and spatial extensions for land-use classification," in Proc. ACM Int. Conf. Adv. Geogr. Inf. Syst., 2010, pp. 270-279.
-
(2010)
Proc. ACM Int. Conf. Adv. Geogr. Inf. Syst.
, pp. 270-279
-
-
Yang, Y.1
Newsam, S.2
-
2
-
-
84964433142
-
Block-based semantic classification of high-resolution multispectral aerial images
-
London, U.K.: Springer to be published
-
A. Avramovíc and V. Risojevíc, "Block-based semantic classification of high-resolution multispectral aerial images," in Signal, Image and Video Process., London, U.K.: Springer, 2014, pp. 1-10, to be published.
-
(2014)
Signal, Image and Video Process.
, pp. 1-10
-
-
Avramovíc, A.1
Risojevíc, V.2
-
3
-
-
84890425279
-
Unsupervised feature learning for aerial scene classification
-
Jan.
-
A. M. Cheriyadat, "Unsupervised feature learning for aerial scene classification," IEEE Trans. Geosci. Remote Sens., vol. 52, no. 1, pp. 439-451, Jan. 2014.
-
(2014)
IEEE Trans. Geosci. Remote Sens.
, vol.52
, Issue.1
, pp. 439-451
-
-
Cheriyadat, A.M.1
-
4
-
-
0029938380
-
Emergence of simple-cell receptive field properties by learning a sparse code for natural images
-
B. A. Olshausen and D. J. Fields, "Emergence of simple-cell receptive field properties by learning a sparse code for natural images," Nature, vol. 381, no. 6583, pp. 607-609, 1996.
-
(1996)
Nature
, vol.381
, Issue.6583
, pp. 607-609
-
-
Olshausen, B.A.1
Fields, D.J.2
-
5
-
-
84904964522
-
Evaluation of second-order visual features for land-use classification
-
R. Negrel, D. Picard, P.-H. Gosselin, "Evaluation of second-order visual features for land-use classification," in Proc. 12th Int. Workshop Content-Based Multimedia Indexing, 2014, pp. 1-5.
-
(2014)
Proc. 12th Int. Workshop Content-Based Multimedia Indexing
, pp. 1-5
-
-
Negrel, R.1
Picard, D.2
Gosselin, P.-H.3
-
6
-
-
84862283411
-
An analysis of single-layer networks in unsupervised feature learning
-
A. Coates, A. Y. Ng, H. Lee, "An analysis of single-layer networks in unsupervised feature learning," J. Mach. Learn. Res. Proc. Track, vol. 15, pp. 215-223, 2011.
-
(2011)
J. Mach. Learn. Res. Proc. Track
, vol.15
, pp. 215-223
-
-
Coates, A.1
Ng, A.Y.2
Lee, H.3
-
7
-
-
85162387004
-
Hierarchical matching pursuit for image classification: Architecture and fast algorithms
-
L. Bo, X. Ren, D. Fox, "Hierarchical matching pursuit for image classification: Architecture and fast algorithms," in Proc. Adv. Neural Inf. Process. Syst., 2011, pp. 2115-2123.
-
(2011)
Proc. Adv. Neural Inf. Process. Syst.
, pp. 2115-2123
-
-
Bo, L.1
Ren, X.2
Fox, D.3
-
8
-
-
85027929099
-
Unsupervised feature learning via spectral clustering of multidimensional patches for remotely sensed scene classification
-
May
-
F. Hu, G.-S. Xia, Z. Wang, X. Huang, L. Zhang, H. Sun, "Unsupervised feature learning via spectral clustering of multidimensional patches for remotely sensed scene classification," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 8, no. 5, pp. 2015-2030, May 2015.
-
(2015)
IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens.
, vol.8
, Issue.5
, pp. 2015-2030
-
-
Hu, F.1
Xia, G.-S.2
Wang, Z.3
Huang, X.4
Zhang, L.5
Sun, H.6
-
10
-
-
84856194352
-
Efficient additive kernels via explicit feature maps
-
Mar.
-
A. Vedaldi and A. Zisserman, "Efficient additive kernels via explicit feature maps," IEEE Trans. Pattern Anal. Mach. Intell., vol. 34, no. 3, pp. 480-492, Mar. 2012.
-
(2012)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.34
, Issue.3
, pp. 480-492
-
-
Vedaldi, A.1
Zisserman, A.2
-
11
-
-
0027814133
-
Orthogonal matching pursuit: Recursive function approximation with applications to wavelet decomposition
-
Y. C. Pati, R. Rezaiifar, P. Krishnaprasad, "Orthogonal matching pursuit: Recursive function approximation with applications to wavelet decomposition," in Proc. Asilomar Conf. Signals Syst. Comput., 1993, pp. 40-44.
-
(1993)
Proc. Asilomar Conf. Signals Syst. Comput.
, pp. 40-44
-
-
Pati, Y.C.1
Rezaiifar, R.2
Krishnaprasad, P.3
-
12
-
-
33750383209
-
K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation
-
Nov.
-
M. Aharon, M. Elad, A. Bruckstein, "K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation," IEEE Trans. Signal Process., vol. 54, no. 11, pp. 4311-4322, Nov. 2006.
-
(2006)
IEEE Trans. Signal Process.
, vol.54
, Issue.11
, pp. 4311-4322
-
-
Aharon, M.1
Elad, M.2
Bruckstein, A.3
-
13
-
-
34249725564
-
Quaternion color texture segmentation
-
L. Shi and B. Funt, "Quaternion color texture segmentation," Comput. Vis. Image Understand., vol. 107, nos. 1-2, pp. 88-96, 2007.
-
(2007)
Comput. Vis. Image Understand.
, vol.107
, Issue.1-2
, pp. 88-96
-
-
Shi, L.1
Funt, B.2
-
14
-
-
24644524200
-
Visual categorization with bags of keypoints
-
G. Csurka, C. Dance, L. Fan, J. Willamowski, C. Bray, "Visual categorization with bags of keypoints," in Proc. ECCV Workshop Stat. Learn. Comput. Vis., 2004.
-
(2004)
Proc. ECCV Workshop Stat. Learn. Comput. Vis.
-
-
Csurka, G.1
Dance, C.2
Fan, L.3
Willamowski, J.4
Bray, C.5
-
15
-
-
79957664686
-
Evaluation of local features for scene classification using VHR satellite images
-
L. Chen, W. Yang, K. Xu, T. Xu, "Evaluation of local features for scene classification using VHR satellite images," in Proc. Joint Urban Remote Sens. Event, Munich, Germany, 2011, pp. 385-388.
-
(2011)
Proc. Joint Urban Remote Sens. Event, Munich, Germany
, pp. 385-388
-
-
Chen, L.1
Yang, W.2
Xu, K.3
Xu, T.4
-
16
-
-
84872918592
-
Geographic image retrieval using local invariant features
-
Feb.
-
Y. Yang and S. Newsam, "Geographic image retrieval using local invariant features," IEEE Trans. Geosci. Remote Sens., vol. 51, no. 2, pp. 818-832, Feb. 2013.
-
(2013)
IEEE Trans. Geosci. Remote Sens.
, vol.51
, Issue.2
, pp. 818-832
-
-
Yang, Y.1
Newsam, S.2
-
17
-
-
70450209196
-
Linear spatial pyramid matching using sparse coding for image classification
-
J. Yang, K. Yu, Y. Gong, T. Huang, "Linear spatial pyramid matching using sparse coding for image classification," in Proc. IEEE Conf. Comput. Vis. Pattern Recog., 2009, pp. 1794-1801.
-
(2009)
Proc. IEEE Conf. Comput. Vis. Pattern Recog.
, pp. 1794-1801
-
-
Yang, J.1
Yu, K.2
Gong, Y.3
Huang, T.4
-
18
-
-
78651111108
-
Satellite image classification using sparse codes of multiple features
-
G. Sheng, W. Yang, L. Chen, H. Sun, "Satellite image classification using sparse codes of multiple features," in Proc. 10th IEEE Int. Conf. Signal Process., 2010, pp. 952-955.
-
(2010)
Proc. 10th IEEE Int. Conf. Signal Process.
, pp. 952-955
-
-
Sheng, G.1
Yang, W.2
Chen, L.3
Sun, H.4
-
19
-
-
78650941566
-
Satellite image classification via two-layer sparse coding with biased image representation
-
Jan.
-
D. Dai and W. Yang, "Satellite image classification via two-layer sparse coding with biased image representation," IEEE Geosci. Remote Sens. Lett., vol. 8, pp. 173-176, Jan. 2011.
-
(2011)
IEEE Geosci. Remote Sens. Lett.
, vol.8
, pp. 173-176
-
-
Dai, D.1
Yang, W.2
-
20
-
-
42449162318
-
Scene classification using a hybrid generative/discriminative approach
-
Apr.
-
A. Bosch, A. Zisserman, X. Munõz, "Scene classification using a hybrid generative/discriminative approach," IEEE Trans. Pattern Anal. Mach. Intell., vol. 30, no. 4, pp. 712-727, Apr. 2008.
-
(2008)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.30
, Issue.4
, pp. 712-727
-
-
Bosch, A.1
Zisserman, A.2
Munõz, X.3
-
21
-
-
79952162060
-
X-ray categorization and retrieval on the organ and pathology level, using patchbased visual words
-
Mar.
-
U. Avni, H. Greenspan, E. Konen, M. Sharon, J. Goldberger, "X-ray categorization and retrieval on the organ and pathology level, using patchbased visual words," IEEE Trans.Med. Imag., vol. 30, no. 3, pp. 733-746, Mar. 2011.
-
(2011)
IEEE Trans.Med. Imag.
, vol.30
, Issue.3
, pp. 733-746
-
-
Avni, U.1
Greenspan, H.2
Konen, E.3
Sharon, M.4
Goldberger, J.5
-
22
-
-
67651175889
-
Urban-area segmentation using visual words
-
Jul.
-
L. Weizman and J. Goldberger, "Urban-area segmentation using visual words," IEEE Geosci. Remote Sens. Lett., vol. 6, no. 3, pp. 388-392, Jul. 2009.
-
(2009)
IEEE Geosci. Remote Sens. Lett.
, vol.6
, Issue.3
, pp. 388-392
-
-
Weizman, L.1
Goldberger, J.2
-
23
-
-
84911900817
-
-
arXiv preprint arXiv:1404.3606
-
T.-H. Chan, K. Jia, S. Gao, J. Lu, Z. Zeng, Y. Ma, "Pcanet: A simple deep learning baseline for image classification?" arXiv preprint arXiv:1404.3606, 2014.
-
(2014)
Pcanet: A Simple Deep Learning Baseline for Image Classification?
-
-
Chan, T.-H.1
Jia, K.2
Gao, S.3
Lu, J.4
Zeng, Z.5
Ma, Y.6
-
24
-
-
85048921970
-
An evaluation of feature learning methods for high resolution image classification
-
P. Tokarczyk, J. Montoya, K. Schindler, "An evaluation of feature learning methods for high resolution image classification," in Proc. ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., vol. I-3, 2012, pp. 389-394.
-
(2012)
Proc. ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci.
, vol.1-3
, pp. 389-394
-
-
Tokarczyk, P.1
Montoya, J.2
Schindler, K.3
-
25
-
-
84908032942
-
Saliency-guided unsupervised feature learning for scene classification
-
Apr.
-
F. Zhang, B. Du, L. Zhang, "Saliency-guided unsupervised feature learning for scene classification," IEEE Trans. Geosci. Remote Sens., vol. 53, no. 4, pp. 2175-2184, Apr. 2015.
-
(2015)
IEEE Trans. Geosci. Remote Sens.
, vol.53
, Issue.4
, pp. 2175-2184
-
-
Zhang, F.1
Du, B.2
Zhang, L.3
-
26
-
-
85027931914
-
Learning high-level features for satellite image classification with limited labeled samples
-
Aug.
-
W. Yang, X. Yin, G.-S. Xia, "Learning high-level features for satellite image classification with limited labeled samples," IEEE Trans. Geosci. Remote Sens., vol. 53, no. 8, pp. 4472-4482, Aug. 2015.
-
(2015)
IEEE Trans. Geosci. Remote Sens.
, vol.53
, Issue.8
, pp. 4472-4482
-
-
Yang, W.1
Yin, X.2
Xia, G.-S.3
-
27
-
-
0030260155
-
Fourier transforms of colour images using quaternion or hypercomplex, numbers
-
S. Sangwine, "Fourier transforms of colour images using quaternion or hypercomplex, numbers," Electron. Lett., vol. 32, no. 21, pp. 1979-1980, 1996.
-
(1996)
Electron. Lett.
, vol.32
, Issue.21
, pp. 1979-1980
-
-
Sangwine, S.1
-
29
-
-
79960852629
-
Quaternionic wavelets for texture classification
-
R. Soulard and P. Carré, "Quaternionic wavelets for texture classification," Pattern Recognit. Lett., vol. 32, no. 13, pp. 1669-1678, 2011.
-
(2011)
Pattern Recognit. Lett.
, vol.32
, Issue.13
, pp. 1669-1678
-
-
Soulard, R.1
Carré, P.2
-
30
-
-
84863901850
-
Orientation difference descriptor for aerial image classification
-
V. Risojevíc and Z. Babíc, "Orientation difference descriptor for aerial image classification," in Proc. 19th Int. Conf. Syst. Signals Image Process., Vienna, Austria, 2012, pp. 156-159.
-
(2012)
Proc. 19th Int. Conf. Syst. Signals Image Process., Vienna, Austria
, pp. 156-159
-
-
Risojevíc, V.1
Babíc, Z.2
-
31
-
-
0344666580
-
Quaternion principal component analysis of color images
-
N. Le Bihan and S. Sangwine, "Quaternion principal component analysis of color images," in Proc. IEEE Int. Conf. Image Process., 2003, vol. 1, pp. 809-812.
-
(2003)
Proc. IEEE Int. Conf. Image Process.
, vol.1
, pp. 809-812
-
-
Le Bihan, N.1
Sangwine, S.2
-
32
-
-
0344666584
-
Quaternion matrix singular value decomposition and its applications for color image processing
-
S.-C. Pei, J.-H. Chang, J.-J. Ding, "Quaternion matrix singular value decomposition and its applications for color image processing," in Proc. IEEE Int. Conf. Image Process., 2003, vol. 1, pp. 805-808.
-
(2003)
Proc. IEEE Int. Conf. Image Process.
, vol.1
, pp. 805-808
-
-
Pei, S.-C.1
Chang, J.-H.2
Ding, J.-J.3
-
33
-
-
84893389662
-
Sparse approximations for quaternionic signals
-
Q. Barthélemy, A. Larue, J. I. Mars, "Sparse approximations for quaternionic signals," Adv. Appl. Clifford Algebras, vol. 24, no. 2, pp. 383-402, 2014.
-
(2014)
Adv. Appl. Clifford Algebras
, vol.24
, Issue.2
, pp. 383-402
-
-
Barthélemy, Q.1
Larue, A.2
Mars, J.I.3
-
34
-
-
84885600821
-
Quaternion-based sparse representation of color image
-
L. Yu, Y. Xu, H. Xu, H. Zhang, "Quaternion-based sparse representation of color image," in Proc. IEEE Int. Conf. Multimedia Expo., 2013, pp. 1-7.
-
(2013)
Proc. IEEE Int. Conf. Multimedia Expo.
, pp. 1-7
-
-
Yu, L.1
Xu, Y.2
Xu, H.3
Zhang, H.4
-
35
-
-
84905270518
-
Single color image super-resolution using quaternion-based sparse representation
-
M. Yu, Y. Xu, P. Sun, "Single color image super-resolution using quaternion-based sparse representation," in Proc. IEEE Int. Conf. Acoust. Speech Signal Process., 2014, pp. 5804-5808.
-
(2014)
Proc. IEEE Int. Conf. Acoust. Speech Signal Process.
, pp. 5804-5808
-
-
Yu, M.1
Xu, Y.2
Sun, P.3
-
36
-
-
84938843947
-
-
Geometric Image Processing Lab., Technion-Israel Institute of Technology, Haifa, Israel, Tech. Rep.
-
A. Carmeli, "Quaternion K-SVD for color image denoising," Geometric Image Processing Lab., Technion-Israel Institute of Technology, Haifa, Israel, Tech. Rep., 2013.
-
(2013)
Quaternion K-SVD for Color Image Denoising
-
-
Carmeli, A.1
-
37
-
-
0000133998
-
An analysis of transformations
-
G. E. Box and D. R. Cox, "An analysis of transformations," J. Roy. Stat. Soc. Ser. B (Methodological), vol. 26, no. 2, pp. 211-252, 1964.
-
(1964)
J. Roy. Stat. Soc. Ser. B (Methodological)
, vol.26
, Issue.2
, pp. 211-252
-
-
Box, G.E.1
Cox, D.R.2
-
38
-
-
78149348137
-
Improving the fisher kernel for large-scale image classification
-
F. Perronnin, J. Sánchez, T. Mensink, "Improving the fisher kernel for large-scale image classification," in Proc. Eur. Conf. Comput. Vis., 2010, pp. 143-156.
-
(2010)
Proc. Eur. Conf. Comput. Vis.
, pp. 143-156
-
-
Perronnin, F.1
Sánchez, J.2
Mensink, T.3
-
40
-
-
79955702502
-
LIBSVM: A library for support vector machines
-
C.-C. Chang and C.-J. Lin, "LIBSVM: A library for support vector machines," ACM Trans. Intell. Syst. Technol., vol. 2, pp. 27:1-27:27, 2011.
-
(2011)
ACM Trans. Intell. Syst. Technol.
, vol.2
, pp. 271-2727
-
-
Chang, C.-C.1
Lin, C.-J.2
-
41
-
-
84872575253
-
Learning feature representations with k-means
-
New York, NY, USA: Springer
-
A. Coates and A. Y. Ng, "Learning feature representations with k-means," in Neural Networks: Tricks of the Trade. New York, NY, USA: Springer, 2012, pp. 561-580.
-
(2012)
Neural Networks: Tricks of the Trade
, pp. 561-580
-
-
Coates, A.1
Ng, A.Y.2
-
42
-
-
77955993281
-
Learning mid-level features for recognition
-
Y.-L. Boureau, F. Bach, Y. LeCun, J. Ponce, "Learning mid-level features for recognition," in Proc. IEEE Conf. Comput. Vis. Pattern Recog., 2010, pp. 2559-2566.
-
(2010)
Proc. IEEE Conf. Comput. Vis. Pattern Recog.
, pp. 2559-2566
-
-
Boureau, Y.-L.1
Bach, F.2
LeCun, Y.3
Ponce, J.4
|