-
1
-
-
0038612055
-
-
Ph.D. dissertation, Univ. California, San Diego
-
H. Lu, "Geometric theory of images," Ph.D. dissertation, Univ. California, San Diego, 1998.
-
(1998)
Geometric Theory of Images
-
-
Lu, H.1
-
2
-
-
17444432924
-
Image manifolds which are isometric to Euclidean space
-
D. Donoho and Grimes, "Image manifolds which are isometric to Euclidean space," J. Math. Imag. Comput. Vis., vol. 23, no. 1, pp. 5-24, 2005.
-
(2005)
J. Math. Imag. Comput. Vis.
, vol.23
, Issue.1
, pp. 5-24
-
-
Donoho, D.1
Grimes2
-
3
-
-
30844444151
-
The multiscale structure of non-differentiable image manifolds
-
San Diego, CA, Aug.
-
M. Wakin, D. Donoho, H. Choi, and R. Baraniuk, "The multiscale structure of non-differentiable image manifolds," in Proc. Wavelets XI at SPIE Optics and Photonics, San Diego, CA, Aug. 2005.
-
(2005)
Proc. Wavelets XI at SPIE Optics and Photonics
-
-
Wakin, M.1
Donoho, D.2
Choi, H.3
Baraniuk, R.4
-
4
-
-
84898946656
-
Using manifold structure for partially labelled classification
-
Vancouver, BC, Dec.
-
M. Belkin and P. Niyogi, "Using manifold structure for partially labelled classification," in Proc. Advances in Neural Information Processing Systems, Vancouver, BC, Dec. 2003, vol. 15, pp. 953-960.
-
(2003)
Proc. Advances in Neural Information Processing Systems
, vol.15
, pp. 953-960
-
-
Belkin, M.1
Niyogi, P.2
-
5
-
-
3543131272
-
Geodesic entropic graphs for dimension and entropy estimation in manifold learning
-
Aug.
-
J. Costa and A. Hero, "Geodesic entropic graphs for dimension and entropy estimation in manifold learning," IEEE Trans. Signal Process., vol. 52, no. 8, pp. 2210-2221, Aug. 2004.
-
(2004)
IEEE Trans. Signal Process.
, vol.52
, Issue.8
, pp. 2210-2221
-
-
Costa, J.1
Hero, A.2
-
6
-
-
0026065565
-
Eigenfaces for recognition
-
M. Turk and A. Pentland, "Eigenfaces for recognition," J. Cogn. Neurosci., vol. 3, no. 1, pp. 71-86, 1991.
-
(1991)
J. Cogn. Neurosci.
, vol.3
, Issue.1
, pp. 71-86
-
-
Turk, M.1
Pentland, A.2
-
7
-
-
0030737323
-
Modelling the manifolds of images of handwritten digits
-
Jan.
-
G. Hinton, P. Dayan, and M. Revow, "Modelling the manifolds of images of handwritten digits," IEEE Trans. Neural Netw., vol. 8, no. 1, pp. 65-74, Jan. 1997.
-
(1997)
IEEE Trans. Neural Netw.
, vol.8
, Issue.1
, pp. 65-74
-
-
Hinton, G.1
Dayan, P.2
Revow, M.3
-
8
-
-
0040927711
-
The whitney reduction network: A method for computing autoassociative graphs
-
D. Broomhead and M. Kirby, "The whitney reduction network: A method for computing autoassociative graphs," Neural Comput., vol. 13, pp. 2595-2616, 2001.
-
(2001)
Neural Comput.
, vol.13
, pp. 2595-2616
-
-
Broomhead, D.1
Kirby, M.2
-
9
-
-
33645712892
-
Compressed sensing
-
Apr.
-
D. Donoho, "Compressed sensing," IEEE Trans. Inf. Theory, vol. 52, no. 4, pp. 1289-1306, Apr. 2006.
-
(2006)
IEEE Trans. Inf. Theory
, vol.52
, Issue.4
, pp. 1289-1306
-
-
Donoho, D.1
-
10
-
-
31744440684
-
Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information
-
Feb.
-
E. Candès, J. Romberg, and T. Tao, "Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information," IEEE Trans. Inf. Theory, vol. 52, no. 2, pp. 489-509, Feb. 2006.
-
(2006)
IEEE Trans. Inf. Theory
, vol.52
, Issue.2
, pp. 489-509
-
-
Candès, E.1
Romberg, J.2
Tao, T.3
-
11
-
-
85032752277
-
Single pixel imaging via compressive sampling
-
Mar.
-
M. Duarte, M. Davenport, D. Takhar, J. Laska, T. Sun, K. Kelly, and R. Baraniuk, "Single pixel imaging via compressive sampling," IEEE Signal Process. Mag., vol. 25, no. 2, pp. 83-91, Mar. 2008.
-
(2008)
IEEE Signal Process. Mag.
, vol.25
, Issue.2
, pp. 83-91
-
-
Duarte, M.1
Davenport, M.2
Takhar, D.3
Laska, J.4
Sun, T.5
Kelly, K.6
Baraniuk, R.7
-
12
-
-
33947141860
-
Data fusion and multicue data matching by diffusion maps
-
Nov.
-
S. Lafon, Y. Keller, and R. Coifman, "Data fusion and multicue data matching by diffusion maps," IEEE Trans. Pattern Anal. Mach. Intell., vol. 28, no. 11, pp. 1784-1797, Nov. 2006.
-
(2006)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.28
, Issue.11
, pp. 1784-1797
-
-
Lafon, S.1
Keller, Y.2
Coifman, R.3
-
13
-
-
56449084264
-
Manifold alignment using Procrustes analysis
-
Helsinki, Finland, Jul.
-
C. Wang and S. Mahadevan, "Manifold alignment using Procrustes analysis," in Proc. Int. Conf. Machine Learning (ICML), Helsinki, Finland, Jul. 2008, pp. 1120-1127.
-
(2008)
Proc. Int. Conf. Machine Learning (ICML)
, pp. 1120-1127
-
-
Wang, C.1
Mahadevan, S.2
-
15
-
-
77956912785
-
Finding the homology of submanifolds with confidence from random samples
-
P. Niyogi, S. Smale, and S. Weinberger, "Finding the homology of submanifolds with confidence from random samples," Univ. Chicago, 2004, Tech. Rep. TR-2004-08.
-
(2004)
Univ. Chicago, Tech. Rep. TR-2004-08
-
-
Niyogi, P.1
Smale, S.2
Weinberger, S.3
-
16
-
-
73049098610
-
Audio-visual group recognition using diffusion maps
-
Jan.
-
Y. Keller, R. Coifman, S. Lafon, and S. Zucker, "Audio-visual group recognition using diffusion maps," IEEE Trans. Signal Process., vol. 58, no. 1, pp. 403-413, Jan. 2010.
-
(2010)
IEEE Trans. Signal Process.
, vol.58
, Issue.1
, pp. 403-413
-
-
Keller, Y.1
Coifman, R.2
Lafon, S.3
Zucker, S.4
-
17
-
-
58849146227
-
Random projections of smooth manifolds
-
R. Baraniuk and M. Wakin, "Random projections of smooth manifolds," Found. Comput. Math., vol. 9, no. 1, pp. 51-77, 2009.
-
(2009)
Found. Comput. Math.
, vol.9
, Issue.1
, pp. 51-77
-
-
Baraniuk, R.1
Wakin, M.2
-
18
-
-
48149091763
-
Multiscale random projections for compressive classification
-
San Antonio, TX, Sep.
-
M. Duarte, M. Davenport, M.Wakin, J. Laska, D. Takhar, K. Kelly, and R. Baraniuk, "Multiscale random projections for compressive classification," in Proc. IEEE Int. Conf. Image Processing (ICIP), San Antonio, TX, Sep. 2007, pp. 161-164.
-
(2007)
Proc. IEEE Int. Conf. Image Processing (ICIP)
, pp. 161-164
-
-
Duarte, M.1
Davenport, M.2
Wakin, M.3
Laska, J.4
Takhar, D.5
Kelly, K.6
Baraniuk, R.7
-
19
-
-
85162042191
-
Random projections for manifold learning
-
Vancouver, BC, Dec.
-
C. Hegde, M. Wakin, and R. Baraniuk, "Random projections for manifold learning," in Proc. Advances in Neural Information Processing Systems, Vancouver, BC, Dec. 2007, vol. 20, pp. 641-649.
-
(2007)
Proc. Advances in Neural Information Processing Systems
, vol.20
, pp. 641-649
-
-
Hegde, C.1
Wakin, M.2
Baraniuk, R.3
-
21
-
-
34247370267
-
Decentralized compression and predistribution via randomized gossiping
-
Apr.
-
M. Rabbat, J. Haupt, A. Singh, and R. Nowak, "Decentralized compression and predistribution via randomized gossiping," in Proc. Int. Work. Info. Proc. in Sensor Networks (IPSN), Apr. 2006, pp. 51-59.
-
(2006)
Proc. Int. Work. Info. Proc. in Sensor Networks (IPSN)
, pp. 51-59
-
-
Rabbat, M.1
Haupt, J.2
Singh, A.3
Nowak, R.4
-
22
-
-
34247357879
-
Compressive wireless sensing
-
Apr.
-
W. Bajwa, J. Haupt, A. Sayeed, and R. Nowak, "Compressive wireless sensing," in Proc. Int. Workshop Inf. Proc. in Sensor Networks (IPSN), Apr. 2006, pp. 134-142.
-
(2006)
Proc. Int. Workshop Inf. Proc. in Sensor Networks (IPSN)
, pp. 134-142
-
-
Bajwa, W.1
Haupt, J.2
Sayeed, A.3
Nowak, R.4
-
23
-
-
56749096434
-
Compressive sensing for background subtraction
-
Marseille, France, Oct.
-
V. Cevher, A. Sankaranarayanan, M. F. Duarte, D. Reddy, R. G. Baraniuk, and R. Chellappa, "Compressive sensing for background subtraction," in Proc. Eur. Conf. Comp. Vision (ECCV), Marseille, France, Oct. 2008, pp. 155-168.
-
(2008)
Proc. Eur. Conf. Comp. Vision (ECCV)
, pp. 155-168
-
-
Cevher, V.1
Sankaranarayanan, A.2
Duarte, M.F.3
Reddy, D.4
Baraniuk, R.G.5
Chellappa, R.6
-
24
-
-
5044222279
-
Programmable imaging using a digital micromirror array
-
Washington, DC, Jun.
-
S. Nayar, V. Branzoi, and T. Boult, "Programmable imaging using a digital micromirror array," in Proc. Eur. Conf. Comp. Vision (ECCV), Washington, DC, Jun. 2004, pp. 436-443.
-
(2004)
Proc. Eur. Conf. Comp. Vision (ECCV)
, pp. 436-443
-
-
Nayar, S.1
Branzoi, V.2
Boult, T.3
-
25
-
-
0034226169
-
Asymptotic performance analysis of Bayesian object recognition
-
Jul.
-
U. Grenander, A. Srivastava, and M. I. Miller, "Asymptotic performance analysis of Bayesian object recognition," IEEE Trans. Inf. Theory, vol. 46, no. 4, pp. 1658-1666, Jul. 2000.
-
(2000)
IEEE Trans. Inf. Theory
, vol.46
, Issue.4
, pp. 1658-1666
-
-
Grenander, U.1
Srivastava, A.2
Miller, M.I.3
-
26
-
-
0032140973
-
Hilbert-Schmidt lower bounds for estimators on matrix Lie groups
-
Aug.
-
U. Grenander, M. I. Miller, and A. Srivastava, "Hilbert-Schmidt lower bounds for estimators on matrix Lie groups," IEEE Trans. Pattern Anal. Mach. Intell., vol. 20, no. 8, pp. 790-802, Aug. 1998.
-
(1998)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.20
, Issue.8
, pp. 790-802
-
-
Grenander, U.1
Miller, M.I.2
Srivastava, A.3
-
27
-
-
34548277499
-
The smashed filter for compressive classification and target recognition
-
M. Davenport, M. Duarte, M. Wakin, J. Laska, D. Takhar, K. Kelly, and R. Baraniuk, "The smashed filter for compressive classification and target recognition," in Proc. SPIE Symp. Elec. Imaging: Comp. Imaging, 2007.
-
(2007)
Proc. SPIE Symp. Elec. Imaging: Comp. Imaging
-
-
Davenport, M.1
Duarte, M.2
Wakin, M.3
Laska, J.4
Takhar, D.5
Kelly, K.6
Baraniuk, R.7
-
28
-
-
77952745587
-
A theoretical analysis of joint manifolds
-
M. Davenport, C. Hegde, M. Duarte, and R. Baraniuk, "A theoretical analysis of joint manifolds," ECE Dept., Rice Univ., 2009, Tech. Rep. TREE0901.
-
(2009)
ECE Dept., Rice Univ., Tech. Rep. TREE0901
-
-
Davenport, M.1
Hegde, C.2
Duarte, M.3
Baraniuk, R.4
-
29
-
-
84947403595
-
Probability inequalities for sums of bounded random variables
-
W. Hoeffding, "Probability inequalities for sums of bounded random variables," J. Amer. Statist. Assoc., vol. 58, no. 301, pp. 13-30, 1963.
-
(1963)
J. Amer. Statist. Assoc.
, vol.58
, Issue.301
, pp. 13-30
-
-
Hoeffding, W.1
-
30
-
-
0034704229
-
A global geometric framework for nonlinear dimensionality reduction
-
J. Tenenbaum, V. de Silva, and J. Landford, "A global geometric framework for nonlinear dimensionality reduction," Science, vol. 290, pp. 2319-2323, 2000.
-
(2000)
Science
, vol.290
, pp. 2319-2323
-
-
Tenenbaum, J.1
Silva, V.D.2
Landford, J.3
-
31
-
-
0034704222
-
Nonlinear dimensionality reduction by locally linear embedding
-
S. Roweis and L. Saul, "Nonlinear dimensionality reduction by locally linear embedding," Science, vol. 290, pp. 2323-2326, 2000.
-
(2000)
Science
, vol.290
, pp. 2323-2326
-
-
Roweis, S.1
Saul, L.2
-
32
-
-
0037948870
-
Hessian eigenmaps: Locally linear embedding techniques for high dimensional data
-
D. Donoho and C. Grimes, "Hessian eigenmaps: Locally linear embedding techniques for high dimensional data," Proc. Nat. Acad. Sci., vol. 100, no. 10, pp. 5591-5596, 2003.
-
(2003)
Proc. Nat. Acad. Sci.
, vol.100
, Issue.10
, pp. 5591-5596
-
-
Donoho, D.1
Grimes, C.2
-
33
-
-
0038455092
-
-
Stanford Univ. Stanford, CA
-
M. Bernstein, V. de Silva, J. Langford, and J. Tenenbaum, "Graph approximations to geodesics on embedded manifolds," Stanford Univ., Stanford, CA, 2000.
-
(2000)
Graph Approximations to Geodesics on Embedded Manifolds
-
-
Bernstein, M.1
Silva, V.D.2
Langford, J.3
Tenenbaum, J.4
|