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The Light Field Camera: Extended Depth of Field, Aliasing and Superresolution
Published on Jan 23, 20127388 Views
Portable light field cameras have demonstrated capabilities beyond conventional cameras. In a single snapshot, they enable digital image refocusing, i.e., the ability to change the camera focus after
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Chapter list
Portable Light Field Imaging: Extended Depth of Field, Aliasing and Superresolution00:00
Imaging sensors - 100:27
Imaging sensors - 200:53
Imaging sensors - 301:01
Imaging sensors - 401:31
Computational photography paradigm - 101:52
Computational photography paradigm - 202:04
Computational photography paradigm - 302:11
Example: Coded aperture - 102:27
Example: Coded aperture - 202:43
Example: Coded aperture - 303:29
Example: Coded aperture - 403:36
Example: Coded aperture - 503:37
Example: Coded aperture - 603:39
In this presentation03:58
The light-field camera: What can one do with it? - 104:35
The light-field camera: What can one do with it? - 205:05
The light-field camera: What can one do with it? - 305:20
Depth estimation05:25
Extended depth of field05:40
Digital refocusing05:48
Challenge: Limited resolution - 106:28
Challenge: Limited resolution - 206:31
Challenge: Limited resolution - 306:48
Challenge: Limited resolution - 406:51
Related work: Superresolution - 107:45
Related work: Superresolution - 208:12
Related work: Superresolution - 308:28
Geometric optics - 109:18
Geometric optics - 209:34
Geometric optics - 309:42
Geometric optics - 409:50
Geometric optics - 510:09
Geometric optics - 610:55
Geometric optics - 710:56
Geometric optics - 811:04
Geometric optics - 911:09
Geometric optics - 1011:14
Geometric optics - 1111:33
Geometric optics - 1211:58
Light fields and the light field camera - 112:17
Light fields and the light field camera - 212:34
Light fields and the light field camera - 312:49
Light fields and the light field camera - 412:57
Light fields and the light field camera - 513:22
Light fields and the light field camera - 613:54
Camera vs microlens array - 114:26
Camera vs microlens array - 214:43
Camera vs microlens array - 314:56
Light field superresolution - 115:16
Light field superresolution - 215:30
Light field superresolution - 315:43
Light field superresolution - 416:35
Light field superresolution - 517:09
Light field superresolution - 617:19
A Bayesian approach to superresolution - 117:31
A Bayesian approach to superresolution - 217:40
A Bayesian approach to superresolution - 317:46
A Bayesian approach to superresolution - 418:16
A Bayesian approach to superresolution - 518:23
A Bayesian approach to superresolution - 618:32
A Bayesian approach to superresolution - 719:07
A Bayesian approach to superresolution - 819:22
Depth reconstruction via stereo matching - 119:46
Depth reconstruction via stereo matching - 219:57
Depth reconstruction via stereo matching - 320:31
Depth reconstruction via stereo matching - 420:40
Depth reconstruction via stereo matching - 520:51
Depth reconstruction via stereo matching - 620:58
Depth reconstruction via stereo matching - 721:03
Depth reconstruction via stereo matching - 821:13
Boundary texture smoothness constraint21:40
Depth superresolution22:17
Experiments - 122:38
Experiments - 222:57
Experiments - 322:59
Superresolution - 123:05
Superresolution - 224:06
Superresolution - 324:19
The light field camera: What are its limits?25:08
Coordinate system & views - 126:25
Coordinate system & views - 226:50
Repetitions26:54
Coincidence of samples and undersampling - 128:04
Coincidence of samples and undersampling - 228:46
Coincidence of samples and undersampling - 328:57
Coincidence of samples and undersampling - 429:00
Coincidence of samples and undersampling - 529:01
Coincidence of samples and undersampling - 629:01
Coincidence of samples and undersampling - 729:02
Coincidence of samples and undersampling - 829:07
Coincidence of samples and undersampling - 929:09
Coincidence of samples and undersampling - 1029:25
Coincidence of samples and undersampling - 1129:32
Coincidence of samples and undersampling - 1229:41
Coincidence of samples and undersampling - 1329:46
Coincidence of samples and undersampling - 1429:49
Coincidence of samples and undersampling - 1529:55
Coincidence of samples and undersampling - 1630:07
Coincidence of samples and undersampling - 1730:11
Comparison with other EDOF systems30:27
Conclusions32:29