-
1
-
-
31744440684
-
Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information
-
Candes, E.J.; Romberg, J.; Tao, T. Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information. IEEE Trans. Inform. Theory 2006, 52, 489-509.
-
(2006)
IEEE Trans. Inform. Theory
, vol.52
, pp. 489-509
-
-
Candes, E.J.1
Romberg, J.2
Tao, T.3
-
3
-
-
78649846510
-
Compressive sampling vs. conventional imaging
-
In, Atlanta, GA, USA, 8-11 October
-
Haupt, J.; Nowak, R. Compressive sampling vs. conventional imaging. In Proceedings of International Conference on Image Processing (ICIP), Atlanta, GA, USA, 8-11 October 2006; pp. 1269-1272.
-
(2006)
Proceedings of International Conference on Image Processing (ICIP)
, pp. 1269-1272
-
-
Haupt, J.1
Nowak, R.2
-
4
-
-
33947416035
-
Near optimal signal recovery from random projections: Universal encoding strategies?
-
Candes, E.J.; Tao, T. Near optimal signal recovery from random projections: Universal encoding strategies? IEEE Trans. Inform. Theory 2006, 52, 5406-5425.
-
(2006)
IEEE Trans. Inform. Theory
, vol.52
, pp. 5406-5425
-
-
Candes, E.J.1
Tao, T.2
-
5
-
-
33645712308
-
Just relax: Convex programming methods for identifying sparse signals in noise
-
Tropp, J.A. Just relax: Convex programming methods for identifying sparse signals in noise. IEEE Trans. Inform. Theory 2006, 52, 1030-1051.
-
(2006)
IEEE Trans. Inform. Theory
, vol.52
, pp. 1030-1051
-
-
Tropp, J.A.1
-
6
-
-
85032752277
-
Single-pixel imaging via compressive sampling
-
Duarte, M.F.; Davenport, M.A.; Takhar, D.; Laska, J.N.; Sun, T.; Kelly, K.F.; Baraniuk, R.G. Single-pixel imaging via compressive sampling. IEEE Signal Process. Mag. 2008, 25, 83-91.
-
(2008)
IEEE Signal Process. Mag.
, vol.25
, pp. 83-91
-
-
Duarte, M.F.1
Davenport, M.A.2
Takhar, D.3
Laska, J.N.4
Sun, T.5
Kelly, K.F.6
Baraniuk, R.G.7
-
7
-
-
84863761909
-
Compressive coded aperture video reconstruction
-
In, Lausanne, Switzerland, 25-29 August
-
Marcia, R.F.; Willett, R.M. Compressive coded aperture video reconstruction. In Proceedings of 2008 Sixteenth European Signal Processing Conference, Lausanne, Switzerland, 25-29 August 2008.
-
(2008)
Proceedings of 2008 Sixteenth European Signal Processing Conference
-
-
Marcia, R.F.1
Willett, R.M.2
-
8
-
-
77954387704
-
Compressive coded apertures for high-resolution imaging
-
doi:10.1117/12.849487
-
Marcia, R.F.; Harmany, Z.T.; Willett, R.M. Compressive coded apertures for high-resolution imaging. Proc. SPIE 2010, 7723, doi:10.1117/12.849487.
-
(2010)
Proc. SPIE
, vol.7723
-
-
Marcia, R.F.1
Harmany, Z.T.2
Willett, R.M.3
-
9
-
-
84870489348
-
Spatio-temporal compressed sensing with coded apertures and keyed exposures
-
submitted
-
Harmany, Z.T.; Marcia, R.F.; Willett, R.M. Spatio-temporal compressed sensing with coded apertures and keyed exposures. IEEE Trans. Image Process. 2011, submitted.
-
(2011)
IEEE Trans. Image Process.
-
-
Harmany, Z.T.1
Marcia, R.F.2
Willett, R.M.3
-
10
-
-
34547716397
-
-
MIT-CSAIL-TR-2006-058; Massachusetts Institute of Technology Computer Science and Artificial Intelligence Laboratory: Cambridge, MA, USA
-
Fergus, R.; Torralba, A.; Freeman, W.T. Random Lens Imaging; MIT-CSAIL-TR-2006-058; Massachusetts Institute of Technology Computer Science and Artificial Intelligence Laboratory: Cambridge, MA, USA, 2006.
-
(2006)
Random Lens Imaging
-
-
Fergus, R.1
Torralba, A.2
Freeman, W.T.3
-
11
-
-
78651070530
-
Super-resolution imager via compressive sensing
-
In, Beijing, China, 24-28 October
-
Wang, Q.; Shi, G.M. Super-resolution imager via compressive sensing. In Proceedings of 2010 IEEE 10th International Conference on Signal Processing, Beijing, China, 24-28 October 2010; pp. 956-959.
-
(2010)
Proceedings of 2010 IEEE 10th International Conference on Signal Processing
, pp. 956-959
-
-
Wang, Q.1
Shi, G.M.2
-
12
-
-
0041592537
-
Feature-specific imaging
-
Neifeld, M.A.; Shankar, P.M. Feature-specific imaging. Appl. Opt. 2003, 42, 3379-3389.
-
(2003)
Appl. Opt.
, vol.42
, pp. 3379-3389
-
-
Neifeld, M.A.1
Shankar, P.M.2
-
13
-
-
48849088369
-
Adaptive feature-specific imaging: A face recognition example
-
Baheti, P.; Neifeld, M.A. Adaptive feature-specific imaging: A face recognition example. Appl. Opt. 2008, 47, B21-B31.
-
(2008)
Appl. Opt.
, vol.47
-
-
Baheti, P.1
Neifeld, M.A.2
-
14
-
-
33744900333
-
Object tracking Using Background Subtraction and Motion Estimation in MPEG Videos
-
Aggarwal, A.; Biswas, S.; Singh, E.; Sural, S.; Majumdar, A.K. Object tracking Using Background Subtraction and Motion Estimation in MPEG Videos. Lect. Notes Comput. Sci. 2006, 3852, 121-130.
-
(2006)
Lect. Notes Comput. Sci.
, vol.3852
, pp. 121-130
-
-
Aggarwal, A.1
Biswas, S.2
Singh, E.3
Sural, S.4
Majumdar, A.K.5
-
15
-
-
13544267515
-
Moving object detection in wavelet compressed video
-
Toreyin, B.U.; Cetin, A.E.; Aksay, A.; Akhan, M.B. Moving object detection in wavelet compressed video. Signal Process. Image Commun. 2005, 20, 255-264.
-
(2005)
Signal Process. Image Commun.
, vol.20
, pp. 255-264
-
-
Toreyin, B.U.1
Cetin, A.E.2
Aksay, A.3
Akhan, M.B.4
-
16
-
-
56749096434
-
Compressive sensing for background subtraction
-
Cevher, V.; Sankaranarayanan, A.; Duarte, M.F.; Reddy, D.; Baraniuk, R.G.; Chellappa, R. Compressive sensing for background subtraction. Lect. Notes Comput. Sci. 2008, 5303, 155-168.
-
(2008)
Lect. Notes Comput. Sci.
, vol.5303
, pp. 155-168
-
-
Cevher, V.1
Sankaranarayanan, A.2
Duarte, M.F.3
Reddy, D.4
Baraniuk, R.G.5
Chellappa, R.6
-
17
-
-
84862728877
-
Surveillance video processing using compressive sensing
-
Jiang, H.; Deng, W.; Shen, Z. Surveillance video processing using compressive sensing. AIMS 2012, 6, 201-214.
-
(2012)
AIMS
, vol.6
, pp. 201-214
-
-
Jiang, H.1
Deng, W.2
Shen, Z.3
-
18
-
-
69949126538
-
Kalman filtered compressed sensing
-
In, San Diego, CA, USA, 12-15 October
-
Vaswani, N. Kalman filtered compressed sensing. In Proceedings of 15th IEEE International Conference on Image Processing, San Diego, CA, USA, 12-15 October 2008; pp. 893-896.
-
(2008)
Proceedings of 15th IEEE International Conference on Image Processing
, pp. 893-896
-
-
Vaswani, N.1
-
19
-
-
72349086758
-
Compressive particle filtering for target tracking
-
In, Cardiff, Wales, UK, 31 August-3 September
-
Wang, E.; Silva, J.; Carin, L. Compressive particle filtering for target tracking. In Proceedings of IEEE/SP 15th Workshop on Statistical Signal Processing, Cardiff, Wales, UK, 31 August-3 September 2009; pp. 233-236.
-
(2009)
Proceedings of IEEE/SP 15th Workshop on Statistical Signal Processing
, pp. 233-236
-
-
Wang, E.1
Silva, J.2
Carin, L.3
-
20
-
-
80053126093
-
Robust visual tracking and vehicle classification via sparse representation
-
Mei, X.; Ling, H. Robust visual tracking and vehicle classification via sparse representation. IEEE Trans. Pattern Anal. Mach. Int. 2011, 33, 2259-2272.
-
(2011)
IEEE Trans. Pattern Anal. Mach. Int.
, vol.33
, pp. 2259-2272
-
-
Mei, X.1
Ling, H.2
-
21
-
-
65649137672
-
Compressed imaging with a separable sensing operator
-
Rivenson, Y.; Stern, A. Compressed imaging with a separable sensing operator. IEEE Signal Process. Lett. 2009, 16, 449-452.
-
(2009)
IEEE Signal Process. Lett.
, vol.16
, pp. 449-452
-
-
Rivenson, Y.1
Stern, A.2
-
22
-
-
51849111547
-
Toeplitz block matrices in compressed sensing and their applications in imaging
-
In, Shenzhen, China, 30-31 May
-
Seber, F.; Zou, Y.M.; Ying, L. Toeplitz block matrices in compressed sensing and their applications in imaging. In Proceedings of International Conference on Information Technology and Applications in Biomedicine, Shenzhen, China, 30-31 May 2008; pp. 47-50.
-
(2008)
Proceedings of International Conference on Information Technology and Applications in Biomedicine
, pp. 47-50
-
-
Seber, F.1
Zou, Y.M.2
Ying, L.3
-
23
-
-
78649783376
-
Practical compressive sensing with toeplitz and circulant matrices
-
doi:10.1117/12.863527
-
Yin, W.; Morgan, S.; Yang, J.; Zhang, Y. Practical compressive sensing with toeplitz and circulant matrices. Proc. SPIE 2010, 7744, doi:10.1117/12.863527.
-
(2010)
Proc. SPIE
, vol.7744
-
-
Yin, W.1
Morgan, S.2
Yang, J.3
Zhang, Y.4
-
24
-
-
0001802715
-
Image segmentation in video sequences: A probabilistic approach
-
In, Providence, RI, USA, 1-3 August
-
Friedman, N.; Russell, S. Image segmentation in video sequences: A probabilistic approach. In Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence, Providence, RI, USA, 1-3 August 1997; pp. 175-181.
-
(1997)
Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence
, pp. 175-181
-
-
Friedman, N.1
Russell, S.2
-
25
-
-
84860189704
-
Solving Inverse Problems with Piecewise Linear Structured Sparsity Estimators: From Gaussian Mixture Models to Structured Sparsity
-
Yu, G.S.; Sapiro, G.; Mallat, S. Solving Inverse Problems with Piecewise Linear Structured Sparsity Estimators: From Gaussian Mixture Models to Structured Sparsity. IEEE Trans. Image Process. 2012, 21, 2481-2499.
-
(2012)
IEEE Trans. Image Process.
, vol.21
, pp. 2481-2499
-
-
Yu, G.S.1
Sapiro, G.2
Mallat, S.3
-
26
-
-
0002629270
-
Maximum likelihood from incomplete data via the EM algorithm
-
Dempster, A.; Laird, N.; Rubin, D. Maximum likelihood from incomplete data via the EM algorithm. J. Roy. Stat. Soc. Ser. B Met. 1977, 39, 1-38.
-
(1977)
J. Roy. Stat. Soc. Ser. B Met.
, vol.39
, pp. 1-38
-
-
Dempster, A.1
Laird, N.2
Rubin, D.3
-
27
-
-
0032634283
-
Adaptive background mixture models for real-time tracking
-
In, Fort Collins, CO, USA, 23-25 June
-
Stauffer, C.; Grimson, W. Adaptive background mixture models for real-time tracking. In Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Fort Collins, CO, USA, 23-25 June 1999.
-
(1999)
Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition
-
-
Stauffer, C.1
Grimson, W.2
-
29
-
-
64649083745
-
Signal recovery from random measurements via orthogonal matching pursuit
-
Tropp, J.; Gilbert, A. Signal recovery from random measurements via orthogonal matching pursuit. IEEE Trans. Inform. Theory 2007, 53, 4655-4666.
-
(2007)
IEEE Trans. Inform. Theory
, vol.53
, pp. 4655-4666
-
-
Tropp, J.1
Gilbert, A.2
-
30
-
-
39449126969
-
Gradient projection for sparse reconstruction: Application to compressed sensing and other inverse problems
-
Fiqueiredo, M.A.T.; Nowak, R.D.; Wright, S.J. Gradient projection for sparse reconstruction: Application to compressed sensing and other inverse problems. J. STSP 2007, 1, 586-598.
-
(2007)
J. STSP
, vol.1
, pp. 586-598
-
-
Fiqueiredo, M.A.T.1
Nowak, R.D.2
Wright, S.J.3
-
31
-
-
3242708140
-
Least angle regression
-
Efron, B.; Hastie, T.; Johnstone, I.; Tibshirani, R. Least angle regression. Ann. Stat. 2004, 32, 407-499.
-
(2004)
Ann. Stat.
, vol.32
, pp. 407-499
-
-
Efron, B.1
Hastie, T.2
Johnstone, I.3
Tibshirani, R.4
-
32
-
-
84907737173
-
Compressive sensing by random convolution
-
Romberg, J. Compressive sensing by random convolution. SIAM J. Imaging Sci. 2009, 2, 1098-1128.
-
(2009)
SIAM J. Imaging Sci.
, vol.2
, pp. 1098-1128
-
-
Romberg, J.1
-
33
-
-
51849095071
-
Sparse recovery using sparse random matrices
-
Berinde, R.; Indyk, P. Sparse recovery using sparse random matrices. Lect. Notes Comput. Sci. 2010, 6034, 157-167.
-
(2010)
Lect. Notes Comput. Sci.
, vol.6034
, pp. 157-167
-
-
Berinde, R.1
Indyk, P.2
-
36
-
-
84870560671
-
-
(accessed on 17 October 2012). Available online
-
Performance Evaluation of Surveillance Systems. Available online: http://www.research.ibm.com/peoplevision/performanceevaluation.html (accessed on 17 October 2012).
-
Performance Evaluation of Surveillance Systems
-
-
|