9.5.4 Other Patterns

Chapter Contents (Back)
Shape from Structured Light. Structured Light.
See also Phase Coding Patterns.
See also Optical Interferometry, Moire Patterns.

Clerget, M.[Michel], Germain, F.[Francois], Kryze, J.[Jiri],
Process and apparatus for optically exploring the surface of a body,
US_Patent4,146,926, Mar 27, 1979
WWW Link. Spots of light. BibRef 7903

Posdamer, J.L., and Altschuler, M.D.,
Surface Measurement by Space-Encoded Projected Beam System,
CGIP(18), No. 1, January 1982, pp. 1-17.
Elsevier DOI BibRef 8201

Altschuler, M.D., Posdamer, J.L., Freider, G., Altschuler, B.R., and Taboada, J.,
The Numerical Stereo Camera,
SPIE(283), 3-D Machine Perception, 1981, pp. 14-24. BibRef 8100

Sato, K.[Kosuke], and Inokuchi, S.[Seiji],
Three-Dimensional Surface Measurement by Space Encoding Range Imaging,
JRobS(2), No. 1, Spring 1985, pp. 27-39. BibRef 8500
Earlier:
Range-Imaging System Utilizing Nematic Liquid Crystal Mask,
ICCV87(657-661). BibRef

Sato, K., Yamamoto, H., Inokuchi, S.,
Tuned Range Finder for High Precision 3D Data,
ICPR86(1168-1171). Shine a series of patterns to extract multi-bit image range in log(n) frames. BibRef 8600

Yamamoto, H., Sato, K., Inokuchi, S.,
Range Imaging System Based on Binary Image Accumulation,
ICPR86(233-235). BibRef 8600

Inokuchi, S., Sato, K., and Matsuda, F.,
Range Imaging System for 3-D Object Recognition,
ICPR84(806-808). BibRef 8400

Asano, Y.[Yuichiro], Hirahashi, A.[Akira], Ohga, S.[Suehisa], Yabe, T.[Tadashi], Kurita, K.[Kunio], Momose, A.[Atsushi],
Method and system for determining shape in plane to be determined in atmosphere of scattering materials,
US_Patent4,492,472, Jan 8, 1985
WWW Link. Use light source to calibrate for effects. BibRef 8501

Matsui, T.[Tohru], Egawa, T.[Takeshi],
Focus detection system and lighting device therefor,
US_Patent4,690,538, Sep 1, 1987
WWW Link. 2 lights in the flash system. BibRef 8709

Kerr, J.R.[James R.], Fossey, M.E.[Michael E.], Aikens, D.M.[David M.], Cannon, B.L.[Bruce L.], McDonald, J.J.[John J.],
Imaging range finder and method,
US_Patent4,916,536, Apr 10, 1990
WWW Link. BibRef 9004

Dalglish, R.L.[Robert L.],
Robot vision and optical location systems,
US_Patent4,939,439, Jul 3, 1990
WWW Link. BibRef 9007

Blake, A., McCowan, D., Lo, H.R., and Lindsey, P.J.,
Trinocular Active Range-Sensing,
PAMI(15), No. 5, May 1993, pp. 477-483.
IEEE DOI By using a near-degenerate positions, that results in nonambiguous matching. BibRef 9305

Blake, A., McCowen, D., Lo, H.R., Konash, D.,
Epipolar geometry for trinocular active range-sensors,
BMVC90(xx-yy).
PDF File. 9009
BibRef

Lindsey, P.J.[Peter J.], Blake, A.[Andrew],
Real-time tracking of surfaces with structured light,
IVC(13), No. 7, September 1995, pp. 585-591.
Elsevier DOI 0401
BibRef
Earlier: BMVC94(xx-yy).
PDF File. 9409
Deformable objects. BibRef

Xu, G., Kondo, H., and Tsuji, S.,
A Region-Based Stereo Algorithm,
IJCAI89(1661-1666). Regions are generated from spots on the projected random dot pattern. These are matched for the stereo information. This combines 2 views and structured light. BibRef 8900

Morita, H., Yajima, K., and Sakata, S.,
Reconstruction of Surfaces of 3-D Objects by M-array Pattern Projection Method,
ICCV88(468-473).
IEEE DOI Project a pattern on the scene and measure the depth. Several patterns are used rather than a single grid. BibRef 8800

Girod, B.[Bernd],
Multidimensional range mapping with pattern projection and cross correlation,
US_Patent5,003,166, Mar 26, 1991
WWW Link. BibRef 9103

Rekow, E.D.[Elizabeth D.], Riley, D.R.[Donald R.], Erdman, A.G.[Arthur G.], Klamecki, B.[Barney], Zhu, Y.[Yang], Ahn, J.H.[Jeong-Ho],
Method and apparatus for scanning and recording of coordinates describing three dimensional objects of complex and unique geometry,
US_Patent5,027,281, Jun 25, 1991
WWW Link. BibRef 9106

Chen, S.[Sullivan], Stern, H.K.[Howard K.], Yonescu, W.E.[William E.],
Method and apparatus for three dimensional object surface determination using co-planar data from multiple sensors,
US_Patent5,028,799, Jul 2, 1991
WWW Link. BibRef 9107

Schneiter, J.L.[John L.],
Optical fiber based sensor for a variable depth range camera,
US_Patent5,032,023, Jul 16, 1991
WWW Link. BibRef 9107
And:
Focus spot size controller for a variable depth range camera,
US_Patent5,061,062, Oct 29, 1991
WWW Link. BibRef

Dabbs, T.P.[Timothy P.], Hegedus, Z.S.[Zoltan S.], Higgerson, G.J.[Graham J.],
Distance measuring device,
US_Patent5,054,926, Oct 8, 1991
WWW Link. BibRef 9110

Griffin, P.M.[Paul M.], Narasimhan, L.S.[Lakshmi S.], Yee, S.R.[Soung R.],
Generation of Uniquely Encoded Light Patterns for Range Data Acquisition,
PR(25), No. 6, June 1992, pp. 609-616.
Elsevier DOI matrix of colored circles. BibRef 9206

Chen, Z., Ho, S.Y., Tseng, D.C.,
Polyhedral Face Reconstruction and Modeling from a Single Image with Structured Light,
SMC(23), 1993, pp. 864-872. BibRef 9300

Wust, C., Capson, D.W.,
Surface Profile Measurement Using Color Fringe Projection,
MVA(4), 1991, pp. 193-203. BibRef 9100

Gamache, R.W.[Ronald W.], Tourtellott, J.A.[John A.],
Machine vision three dimensional profiling system,
US_Patent5,193,120, Mar 9, 1993
WWW Link. BibRef 9303

Hung, D.C.D.,
3D Scene Modelling by Sinusoid Encoded Illumination,
IVC(11), No. 5, June 1993, pp. 251-256.
Elsevier DOI BibRef 9306

Fu, C.W., Chang, S.,
A Motion Estimation Algorithm under Time-Varying Illumination,
PRL(10), 1989, pp. 195-199. BibRef 8900

Duffy, N.D., Yau, J.F.S.,
Facial Image Reconstruction and Manipulation from Measurements Obtained Using a Structured Lighting Technique,
PRL(7), 1988, pp. 239-243. BibRef 8800

Lewis, J.R.T., Sopwith, T.,
Measuring the Human Chest with Structured Lighting,
PRL(4), 1986, pp. 359-366. BibRef 8600

Lewis, J.R.T., Sopwith, T.,
Three-dimensional surface measurement by microcomputer,
IVC(4), No. 3, August 1986, pp. 159-166.
Elsevier DOI 0401
Focus on simple computational techniques. BibRef

Agapakis, J.E.,
Approaches for Recognition and Interpretation of Workpiece Surface Features Using Structured Lighting,
IJRR(9), No. 5, 1990, pp. 3-16. BibRef 9000

Ito, M.[Minoru], Ishii, A.[Akira],
A three-level checkerboard pattern (TCP) projection method for curved surface measurement,
PR(28), No. 1, January 1995, pp. 27-40.
Elsevier DOI 0401
Moving surfaces. BibRef

Nettles, J.L.[James L.], Bornowski, A.S.[Arthur S.],
System for identifying flat orthogonal objects using reflected energy signals,
US_Patent5,424,823, Jun 13, 1995
WWW Link. BibRef 9506

Nettles, J.L.[James L.],
System for changing perspective of 3-D images obtained from reflected energy signals,
US_Patent5,430,806, Jul 4, 1995
WWW Link. BibRef 9507

Theodoracatos, V.E.[Vassilios E.],
Apparatus and method for three-dimensional perspective imaging of objects,
US_Patent5,513,276, Apr 30, 1996
WWW Link. BibRef 9604

Yokota, H.[Hidetaka], Ishikawa, T.[Tsuyoshi],
Light projecting device with cylindrical lens,
US_Patent5,572,368, Nov 5, 1996
WWW Link. BibRef 9611

Yun, I.D.[Il Dong], Jung, E.J.[Eun-Jin], Lee, S.U.[Sang Uk],
On the Fast Shape Recovery Technique Using Multiple Ring Lights,
PR(30), No. 6, June 1997, pp. 883-893.
Elsevier DOI 9706
BibRef
Earlier: A2, A1, A3:
Recovery of 3-D shape using hybrid reflectance model,
ICIP94(II: 120-124).
IEEE DOI 9411
BibRef

Li, L.C.[Larry C.], Cox, B.J.[Brian J.],
Ranging apparatus and method implementing stereo vision system,
US_Patent5,684,531, Nov 4, 1997
WWW Link. Single spot (laser) and stereo BibRef 9711

Morano, R.A., Ozturk, C., Conn, R., Dubin, S., Zietz, S., Nissanov, J.,
Structured Light Using Pseudorandom Codes,
PAMI(20), No. 3, March 1998, pp. 322-327.
IEEE DOI 9805
Code helps to solve the correspondence problem and deal with some occlusion problems. Dots are color coded. BibRef

Caspi, D.[Dalit], Kiryati, N.[Nahum], Shamir, J.[Joseph],
Range Imaging with Adaptive Color Structured Light,
PAMI(20), No. 5, May 1998, pp. 470-480.
IEEE DOI 9806
BibRef
Earlier:
Adaptive Color Structured Light,
MVA98(xx-yy). Adaption of the patterns according to the scene. BibRef

Lu, S.Y.[Shin-Yee],
Image system for three dimensional, 360 Degree, time sequence surface mapping of moving objects,
US_Patent5,852,672, Dec 22, 1998
WWW Link. projection and 2 cameras BibRef 9812

Horn, E.[Eli], Kiryati, N.[Nahum],
Toward Optimal Structured Light Patterns,
IVC(17), No. 2, February 1999, pp. 87-97.
Elsevier DOI BibRef 9902
Earlier:
Towards Optimal Structured Light Patterns,
3DIM97(2 - Sensors) 9702
Optimal design of patterns. BibRef

Huang, P.S., Hu, Q., Jin, F., and Chiang, F.P.,
Color-Encoded Digital Fringe Projection Technique for High-Speed Three-Dimensional Surface Contouring,
OptEng(38), No. 6, 1999, pp. 1065-1071. BibRef 9900

Fuchs, H.[Henry], Livingston, M.A.[Mark Alan], Bishop, T.G.[Thomas Gary], Welch, G.F.[Gregory Francis],
Dynamic generation of imperceptible structured light for tracking and acquisition of three dimensional scene geometry and surface characteristics in interactive three dimensional computer graphics applications,
US_Patent5,870,136, Feb 9, 1999
WWW Link. BibRef 9902

Fuchs, H.[Henry], Cotting, D.[Daniel], Naef, M.[Martin], Gross, M.[Markus],
Methods, systems, and computer program products for imperceptibly embedding structured light patterns in projected color images for display on planar and non-planar surfaces,
US_Patent7,182,465, Feb 27, 2007
WWW Link. BibRef 0702

Keller, K.P.[Kurtis P.], Ackerman, J.D.[Jeremy D.], Rosenthal, M.H.[Michael H.], Fuchs, H.[Henry], State, A.[Andrei],
Methods and systems for real-time structured light depth extraction and endoscope using real-time structured light depth extraction,
US_Patent6,503,195, Jan 7, 2003
WWW Link. BibRef 0301

Rudd, E.P.[Eric P.], Kennedy, W.P.[William P.], Pesola, T.R.[Troy R.], Madsen, D.D.[David D.],
Digital range sensor system,
US_Patent6,088,110, Jul 11, 2000
WWW Link. BibRef 0007
And: US_Patent6,288,786, Sep 11, 2001
WWW Link. BibRef
And: US_Patent6,353,478, Mar 5, 2002
WWW Link. BibRef

Davis, M.S.[Michael S.],
Automatic calibration of cameras and structured light sources,
US_Patent6,101,455, Aug 8, 2000
WWW Link. BibRef 0008

Hsieh, Y.C.[Yi-Chih],
Decoding structured light patterns for three-dimensional imaging systems,
PR(34), No. 2, February 2001, pp. 343-349.
Elsevier DOI 0011
BibRef

Rubbert, R.[Rudger], Sporbert, P.[Peer], Weise, T.[Thomas],
Method and system of scanning,
US_Patent6,413,084, Jul 2, 2002
WWW Link. BibRef 0207
And:
System and method for mapping a surface,
US_Patent6,728,423, Apr 27, 2004
WWW Link. BibRef
And: US_Patent6,744,932, Jun 1, 2004
WWW Link. BibRef
And: US_Patent7,068,836, Jun 27, 2006
WWW Link. BibRef
And:
Method and system for generating a three-dimensional object,
US_Patent6,744,914, Jun 1, 2004
WWW Link. BibRef
And:
Method and system for registering data,
US_Patent6,738,508, May 18, 2004
WWW Link. BibRef
And: US_Patent6,771,809, Aug 3, 2004
WWW Link. BibRef

Pingel, U.[Ulrich], Dummler, M.[Matthias], Klaphecke, J.[Johannes],
Method and apparatus for measuring the profile of reflective surfaces,
US_Patent6,392,754, May 21, 2002
WWW Link. BibRef 0205

Rubbert, R.[Rüdger], Weise, T.[Thomas], Sporbert, P.[Peer], Imgrund, H.[Hans], Geerdes, H.F.[Hans-Florian], Pfeil, L.[Lutz], See, P.[Peter],
Scanning system and calibration method for capturing precise three-dimensional information of objects,
US_Patent7,068,825, Jun 27, 2006
WWW Link. BibRef 0606

Foote, J.T.[Jonathan T.], Kimber, D.G.[Donald G.],
System and method for determining the location of a target in a room or small area,
US_Patent6,775,014, Aug 10, 2004
WWW Link. 2 infrared projected lights. BibRef 0408

Uomori, K.[Kenya], Azuma, T.[Takeo], Morimura, A.[Atsushi],
Ranger finder device and camera,
US_Patent6,897,946, May 24, 2005
WWW Link. mulitple light spots. BibRef 0505

Cofer, D.D.[Darren D.], Hamza, R.M.[Rida M.], Gierczak, M.[Marek],
Method and apparatus for detecting objects,
US_Patent6,841,780, Jan 11, 2005
WWW Link. BibRef 0501

Cofer, D.D.[Darren D.], Hamza, R.M.[Rida M.],
Method and apparatus for detecting objects using structured light patterns,
US_Patent7,176,440, Feb 13, 2007
WWW Link. BibRef 0702

Hamza, R.M.[Ridha M.], Cofer, D.D.[Darren Duane],
Object detection,
US_Patent7,184,585, Feb 27, 2007
WWW Link. BibRef 0702

Agostinelli, J.A.[John A.],
Laser projector having silhouette blanking for objects in the output light path,
US_Patent6,984,039, Jan 10, 2006
WWW Link. BibRef 0601

Hager, G.D.[Gregory D.], Wegbreit, E.L.[Eliot Leonard],
Acquisition of three-dimensional images by an active stereo technique using locally unique patterns,
US_Patent7,103,212, Sep 5, 2006
WWW Link. BibRef 0609

Koninckx, T.P.[Thomas P.], Van Gool, L.J.[Luc J.],
Real-Time Range Acquisition by Adaptive Structured Light,
PAMI(28), No. 3, March 2006, pp. 432-445.
IEEE DOI 0602
Trade-off between speed and quality, weighted combination of different cues -- pattern color, geometry and tracking. BibRef

Koninckx, T.P.[Thomas P.], Peers, P.[Pieter], Dutre, P.[Philip], Van Gool, L.J.[Luc J.],
Scene-Adapted Structured Light,
CVPR05(II: 611-618).
IEEE DOI 0507
BibRef

Koninckx, T.P., Geys, I., Jaeggli, T., Van Gool, L.J.,
A graph cut based adaptive structured light approach for real-time range acquisition,
3DPVT04(413-421).
IEEE DOI 0412
BibRef

Koninckx, T.P., Griesser, A., Van Gool, L.J.,
Real-time range scanning of deformable surfaces by adaptively coded structured light,
3DIM03(293-300).
IEEE DOI 0311
BibRef

Cheng, J.[Jun], Chung, R.[Ronald], Lam, E.Y.[Edmund Y.], Fung, K.S.M.[Kenneth S. M.], Xu, Y.S.[Yang-Sheng],
Optimization Of Bit-pairing Codification With Learning For 3d Reconstruction,
IJIG(7), No. 3, July 2007, pp. 445-462. 0707
BibRef
Earlier: A1, A2, A3, A4, Only:
Bit-pairing Codification for Binary Pattern Projection System,
ICPR06(II: 263-266).
IEEE DOI 0609
Light projection for micro circuits. BibRef

Itoh, K., Watanabe, W., Ozeki, Y.,
Nonlinear Ultrafast Focal-Point Optics for Microscopic Imaging, Manipulation, and Machining,
PIEEE(97), No. 6, June 2009, pp. 1011-1030.
IEEE DOI 0905
Laser pulses result in nonlinear results at focal point. BibRef

Lanman, D.[Douglas], Crispell, D.[Daniel], Taubin, G.[Gabriel],
Surround structured lighting: 3-D scanning with orthographic illumination,
CVIU(113), No. 11, November 2009, pp. 1107-1117,.
Elsevier DOI 0910
3-D reconstruction; Structured lighting; Gray codes; Orthographic projection; Full object scanning BibRef

Lanman, D.[Douglas], Hauagge, D.C.[Daniel Cabrini], Taubin, G.[Gabriel],
Shape from depth discontinuities under orthographic projection,
3DIM09(1550-1557).
IEEE DOI 0910
BibRef

Ulusoy, A.O.[Ali Osman], Calakli, F.[Fatih], Taubin, G.[Gabriel],
Robust one-shot 3D scanning using loopy belief propagation,
ACVA10(15-22).
IEEE DOI 1006
BibRef
Earlier:
One-shot scanning using De Bruijn spaced grids,
3DIM09(1786-1792).
IEEE DOI 0910
Dynamic 3D objects using active illumination. BibRef

Horbach, J.W.[Jan W.], Dang, T.[Thao],
3D reconstruction of specular surfaces using a calibrated projector-camera setup,
MVA(21), No. 3, April 2010, pp. xx-yy.
Springer DOI 1003
BibRef

Wang, Y.C.[Yong-Chang], Liu, K.[Kai], Hao, Q.[Qi], Wang, X.W.[Xian-Wang], Lau, D.L.[Daniel L.], Hassebrook, L.G.[Laurence G.],
Robust Active Stereo Vision Using Kullback-Leibler Divergence,
PAMI(34), No. 3, March 2012, pp. 548-563.
IEEE DOI 1201
2 or more cameras. Projected light. Supplement pattern with texture. BibRef

Chen, Y.L.[Yung-Lin], Chang, C.C.[Chuan-Chung], Angot, L.[Ludovic], Chang, C.W.[Chir-Weei], and Tien, C.H.[Chung-Hao],
Single-shot depth-camera design,
SPIE(Newsroom), November 17, 2009.
DOI Link 1012
axially symmetric phose coded mask BibRef

Rozenfeld, S.[Stas], Shimshoni, I.[Ilan], Lindenbaum, M.[Michael],
Dense Mirroring Surface Recovery from 1D Homographies and Sparse Correspondences,
PAMI(33), No. 2, February 2011, pp. 325-337.
IEEE DOI 1101
Shape of mirrors, sunglasses, steel, Display parallel stripes, reflections of the stripes. BibRef

Jean, Y.D.[Yves D.],
Optical signal processing with illumination-encoded filters,
CVIU(115), No. 5, May 2011, pp. 561-575.
Elsevier DOI 1103
BibRef
Earlier:
Local Optical Operators for Subpixel Scene Analysis,
ICPR10(3448-3451).
IEEE DOI 1008
BibRef
Earlier:
Orthographic Projection for Optical Signal Processing,
OMNIVIS08(xx-yy). 0810
BibRef
Earlier:
Scene-space Feature Detectors,
MultiView07(1-8).
IEEE DOI 0706
Structured light; Optical computation; Super-resolution Controlled Structured light. project images. Shape from texture. BibRef

Lee, S.[Sukhan], Bui, L.Q.[Lam Quang],
Accurate estimation of the boundaries of a structured light pattern,
JOSA-A(28), No. 6, June 2011, pp. 954-961.
WWW Link. 1101
BibRef

Orieux, F., Sepulveda, E., Loriette, V., Dubertret, B., Olivo-Marin, J.C.,
Bayesian Estimation for Optimized Structured Illumination Microscopy,
IP(21), No. 2, February 2012, pp. 601-614.
IEEE DOI 1201
BibRef

Karpinsky, N.[Nikolaus], Zhang, S.[Song],
High-resolution, real-time 3D imaging with fringe analysis,
RealTimeIP(7), No. 1, March 2012, pp. 55-66.
WWW Link. 1202
BibRef

Tominaga, S.[Shoji], Horiuchi, T.[Takahiko],
Spectral imaging by synchronizing capture and illumination,
JOSA-A(29), No. 9, September 2012, pp. 1764-1775.
WWW Link. 1209
BibRef

Garcia, R.R.[Ricardo R.], Zakhor, A.[Avideh],
Multi-view dynamic geometry capture using structured light,
SPIE(Newsroom), February 19, 2013.
DOI Link 1305
BibRef
And:
Geometric calibration for a multi-camera-projector system,
WACV13(467-474).
IEEE DOI 1303
BibRef
Earlier:
Temporally-Consistent Phase Unwrapping for a Stereo-Assisted Structured Light System,
3DIMPVT11(389-396).
IEEE DOI 1109
BibRef
And:
Projector domain phase unwrapping in a structured light system with stereo cameras,
3DTV11(1-4).
IEEE DOI 1105
BibRef
Earlier:
Selection of temporally dithered codes for increasing virtual depth of field in structured light systems,
PROCAMS10(88-95).
IEEE DOI 1006
A low-cost system composed of multiple cameras and projectors positioned around a central performance area captures the dynamic geometry of a scene. BibRef

Frueh, C., Zakhor, A.,
Capturing 2.5D Depth and Texture of Time-Varying Scenes Using Structured Infrared Light,
3DIM05(318-325).
IEEE DOI 0508
BibRef
And: ProjCam05(III: 102-102).
IEEE DOI 0507
BibRef

Maurice, X.[Xavier], Graebling, P.[Pierre], Doignon, C.[Christophe],
Real-time structured light coding for adaptive patterns,
RealTimeIP(8), No. 2, June 2013, pp. 169-178.
Springer DOI 1306
BibRef
Earlier:
A pattern framework driven by the Hamming distance for structured light-based reconstruction with a single image,
CVPR11(2497-2504).
IEEE DOI 1106
BibRef

Harvent, J.[Jacques], Coudrin, B.[Benjamin], Brèthes, L.[Ludovic], Orteu, J.J.[Jean-José], Devy, M.[Michel],
Multi-view dense 3D modelling of untextured objects from a moving projector-cameras system,
MVA(24), No. 8, November 2013, pp. 1645-1659.
Springer DOI 1310
BibRef

Je, C.S.[Chang-Soo], Lee, K.H.[Kwang Hee], Lee, S.W.[Sang Wook],
Multi-projector color structured-light vision,
SP:IC(28), No. 9, 2013, pp. 1046-1058.
Elsevier DOI 1310
Range imaging BibRef

Dai, J., Chung, C.K.R.,
Embedding Invisible Codes Into Normal Video Projection: Principle, Evaluation, and Applications,
CirSysVideo(23), No. 12, 2013, pp. 2054-2066.
IEEE DOI 1312
Embedded computing. For structured light-based sensing. BibRef

Zhang, Y.[Yueyi], Xiong, Z.W.[Zhi-Wei], Yang, Z.[Zhe], Wu, F.[Feng],
Real-Time Scalable Depth Sensing With Hybrid Structured Light Illumination,
IP(23), No. 1, January 2014, pp. 97-109.
IEEE DOI 1402
BibRef
Earlier: A1, A2, A4, Only:
Hybrid structured light for scalable depth sensing,
ICIP12(17-20).
IEEE DOI 1302
computational geometry BibRef

Zhang, Y.[Yueyi], Xiong, Z.W.[Zhi-Wei], Cong, P.Y.[Peng-Yu], Wu, F.[Feng],
Robust depth sensing with adaptive structured light illumination,
JVCIR(25), No. 4, 2014, pp. 649-658.
Elsevier DOI 1403
Depth sensing BibRef

Benveniste, R.[Rifat], Ünsalan, C.[Cem],
N-Ary coded structured light-based range scanners using color invariants,
RealTimeIP(9), No. 2, June 2014, pp. 359-377.
WWW Link. 1407
BibRef
Earlier:
A Color Invariant Based Binary Coded Structured Light Range Scanner for Shiny Objects,
ICPR10(798-801).
IEEE DOI 1008
BibRef

Couture, V.[Vincent], Martin, N.[Nicolas], Roy, S.[Sébastien],
Unstructured Light Scanning Robust to Indirect Illumination and Depth Discontinuities,
IJCV(108), No. 3, July 2014, pp. 204-221.
WWW Link. 1407
BibRef
Earlier: A2, A1, A3:
Subpixel Scanning Invariant to Indirect Lighting Using Quadratic Code Length,
ICCV13(1441-1448)
IEEE DOI 1403
active light reconstruction; structured light; unstructured light BibRef

Chen, X.[Xida], Yang, Y.H.[Yee-Hong],
Scene adaptive structured light using error detection and correction,
PR(48), No. 1, 2015, pp. 220-230.
Elsevier DOI 1410
Adaptive structured light BibRef

Xiang, S.[Sen], Yu, L.[Li], Yang, Y.[You], Liu, Q.[Qiong], Zhou, J.L.[Jia-Liang],
Interfered depth map recovery with texture guidance for multiple structured light depth cameras,
SP:IC(31), No. 1, 2015, pp. 34-46.
Elsevier DOI 1502
Structured light depth camera BibRef

Lim, J.W.[Jong-Woo], Ryu, M.S.[Min-Soo],
Optimized projection patterns for stereo systems,
IVC(39), No. 1, 2015, pp. 10-22.
Elsevier DOI 1506
Active stereo BibRef

Do, H.N.[Huan N.], Jadaliha, M.[Mahdi], Choi, J.[Jongeun], Lim, C.Y.[Chae Young],
Feature selection for position estimation using an omnidirectional camera,
IVC(39), No. 1, 2015, pp. 1-9.
Elsevier DOI 1506
Vision-based localization BibRef

Novikov, A.[Alexei], Moscoso, M.[Miguel], Papanicolaou, G.[George],
Illumination Strategies for Intensity-Only Imaging,
SIIMS(8), No. 3, 2015, pp. 1547-1573.
DOI Link 1511
Image reconstruction.
See also Coherent Imaging without Phases. BibRef

Vo, M.[Minh], Narasimhan, S.G.[Srinivasa G.], Sheikh, Y.[Yaser],
Texture Illumination Separation for Single-Shot Structured Light Reconstruction,
PAMI(38), No. 2, February 2016, pp. 390-404.
IEEE DOI 1601
BibRef
Earlier:
Separating Texture and Illumination for Single-Shot Structured Light Reconstruction,
CCD14(433-440)
IEEE DOI 1409
Cameras BibRef

Vo, M.[Minh], Sheikh, Y.[Yaser], Narasimhan, S.G.[Srinivasa G.],
Spatiotemporal Bundle Adjustment for Dynamic 3D Human Reconstruction in the Wild,
PAMI(44), No. 2, February 2022, pp. 1066-1080.
IEEE DOI 2201
BibRef
Earlier: A1, A3, A2:
Spatiotemporal Bundle Adjustment for Dynamic 3D Reconstruction,
CVPR16(1710-1718)
IEEE DOI 1612
Cameras, Trajectory, Spatiotemporal phenomena, Bundle adjustment, Videos, Dynamics, Spatiotemporal bundle adjustment, motion prior, human model fitting BibRef

Achar, S.[Supreeth], Narasimhan, S.G.[Srinivasa G.],
Multi Focus Structured Light for Recovering Scene Shape and Global Illumination,
ECCV14(I: 205-219).
Springer DOI 1408
BibRef

Milani, S.[Simone], Calvagno, G.[Giancarlo],
Correction and interpolation of depth maps from structured light infrared sensors,
SP:IC(41), No. 1, 2016, pp. 28-39.
Elsevier DOI 1602
DIBR denoising BibRef

Milani, S.[Simone], Frigerio, E.[Eliana], Marcon, M.[Marco], Tubaro, S.[Stefano],
Denoising infrared structured light DIBR signals using 3D morphological operators,
3DTV12(1-4).
IEEE DOI 1212
BibRef

Durán, V.[Vicente], Soldevila, F.[Fernando], Irles, E.[Esther], Clemente, P.[Pere], Tajahuerce, E.[Enrique], Andrés, P.[Pedro], Lancis, J.[Jesús],
Scatter-free imaging through biological tissue,
SPIE(Newsroom), January 18, 2016
DOI Link 1602
Non-invasive imaging through scattering media is achieved with the use of patterned illumination and single-pixel photodetection. BibRef

Lin, H.B.[Hai-Bo], Nie, L.[Lei], Song, Z.[Zhan],
A single-shot structured light means by encoding both color and geometrical features,
PR(54), No. 1, 2016, pp. 178-189.
Elsevier DOI 1603
Structured light sensing BibRef

Setkov, A.[Aleksandr], Gouiffès, M.[Michèle], Jacquemin, C.[Christian],
Evaluation of color descriptors for projector-camera systems,
JVCIR(36), No. 1, 2016, pp. 11-27.
Elsevier DOI 1603
Feature descriptors BibRef

Setkov, A.[Aleksandr], Carillo, F.M.[Fabio Martinez], Gouiffès, M.[Michèle], Jacquemin, C.[Christian], Vanrell, M.[Maria], Baldrich, R.[Ramon],
DAcImPro: A Novel Database of Acquired Image Projections and Its Application to Object Recognition,
ISVC15(II: 463-473).
Springer DOI 1601
BibRef

Sarafraz, A.[Amin], Haus, B.K.[Brian K.],
A structured light method for underwater surface reconstruction,
PandRS(114), No. 1, 2016, pp. 40-52.
Elsevier DOI 1604
Water surface estimation BibRef

O'Toole, M.[Matthew], Mather, J.[John], Kutulakos, K.N.[Kiriakos N.],
3D Shape and Indirect Appearance by Structured Light Transport,
PAMI(38), No. 7, July 2016, pp. 1298-1312.
IEEE DOI 1606
BibRef
Earlier: CVPR14(3246-3253)
IEEE DOI 1409
Award, CVPR, HM. 3d shape acquisition BibRef

Jia, T., Wang, B., Zhou, Z., Meng, H.,
Scene Depth Perception Based on Omnidirectional Structured Light,
IP(25), No. 9, September 2016, pp. 4369-4378.
IEEE DOI 1609
calibration BibRef

Pan, Y., Liu, R., Guan, B., Du, Q., Xiong, Z.,
Accurate Depth Extraction Method for Multiple Light-Coding-Based Depth Cameras,
MultMed(19), No. 4, April 2017, pp. 685-701.
IEEE DOI 1704
Cameras BibRef

Pan, Y.[Yu], Liu, R.[Rongke], Du, Q.C.[Qiu-Chen],
Depth extraction method with subpixel matching for light-coding-based depth camera,
IET-IPR(12), No. 10, October 2018, pp. 1703-1712.
DOI Link 1809
BibRef

Hisatomi, K., Kano, M., Ikeya, K., Katayama, M., Mishina, T., Iwadate, Y., Aizawa, K.,
Depth Estimation Using an Infrared Dot Projector and an Infrared Color Stereo Camera,
CirSysVideo(27), No. 10, October 2017, pp. 2086-2097.
IEEE DOI 1710
affine transforms, image filtering, stereo 2D graphcut, CLMF, affine transformation, cost volume filter, cross-based local multipoint filter, depth estimation, infrared color stereo camera, infrared dot projector, Cameras, BibRef

Du, Q.C.[Qiu-Chen], Liu, R.K.[Rong-Ke], Pan, Y.[Yu],
Depth extraction for a structured light system based on mismatched image pair rectification using a virtual camera,
IET-IPR(11), No. 11, November 2017, pp. 1086-1093.
DOI Link 1711
BibRef

Lin, C.[Cheng], Fan, T.X.[Ting-Xiang], Wang, W.P.[Wen-Ping], Nießner, M.[Matthias],
Modeling 3D Shapes by Reinforcement Learning,
ECCV20(X:545-561).
Springer DOI 2011
BibRef

Maier, R., Kim, K., Cremers, D.[Daniel], Kautz, J., Nießner, M.,
Intrinsic3D: High-Quality 3D Reconstruction by Joint Appearance and Geometry Optimization with Spatially-Varying Lighting,
ICCV17(3133-3141)
IEEE DOI 1802
computational geometry, image colour analysis, image reconstruction, image texture, solid modelling, 3D model, BibRef

Wei, H.[Hui], Wang, L.P.[Lu-Ping],
Understanding of indoor scenes based on projection of spatial rectangles,
PR(81), 2018, pp. 497-514.
Elsevier DOI 1806
3D reconstruction, Quadrangle, Projected rectangle, Vanishing point, Spatial rectangle BibRef

Wang, L.P.[Lu-Ping], Wei, H.[Hui],
Indoor scene understanding based on manhattan and non-manhattan projection of spatial right-angles,
JVCIR(80), 2021, pp. 103307.
Elsevier DOI 2110
Non-manhattan, Ceiling, Indoor scene, Spatial right-angle, Monocular vision BibRef

Wang, L.P.[Lu-Ping], Wei, H.[Hui],
Understanding of Curved Corridor Scenes Based on Projection of Spatial Right-Angles,
IP(29), 2020, pp. 9345-9359.
IEEE DOI 2010
Layout, Navigation, Cameras, Mobile robots, Robot vision systems, Curved corridor scene, monocular vision BibRef

Wang, L.P.[Lu-Ping], Wei, H.[Hui],
Recognizing Slanted Deck Scenes by Non-Manhattan Spatial Right Angle Projection,
IEEE_Int_Sys(37), No. 5, September 2022, pp. 75-85.
IEEE DOI 2211
Layout, Cameras, Visualization, Security, Marine vehicles, Solid modeling, Surveillance, slanted structure, non-Manhattan, deck environment BibRef

Fu, K.[Keren], Xie, Y.J.[Yi-Jiang], Jing, H.L.[Hai-Long], Zhu, J.P.[Jiang-Ping],
Fast spatial-temporal stereo matching for 3D face reconstruction under speckle pattern projection,
IVC(85), 2019, pp. 36-45.
Elsevier DOI 1905
3D face reconstruction, Stereo matching, Structured light, Speckle projection, Integral image BibRef

Latorre-Carmona, P.[Pedro], Traver, V.J.[V. Javier], Sánchez, J.S.[J. Salvador], Tajahuerce, E.[Enrique],
Online reconstruction-free single-pixel image classification,
IVC(86), 2019, pp. 28-37.
Elsevier DOI 1906
Series of illumination patterns are projected onto an object and the reflected or transmitted light from the object is integrated. Single-pixel imaging, Image classification, Recognition-delay trade-off, Sparse representations BibRef

Boukhriss, R.R.[Rania Rebai], Fendri, E.[Emna], Hammami, M.[Mohamed],
Moving object detection under different weather conditions using full-spectrum light sources,
PRL(129), 2020, pp. 205-212.
Elsevier DOI 2001
Full-spectrum Light Sources, Weather Conditions Classification, Moving Object Detection, Thermal Infrared Camera BibRef

Bartels, J., Wang, J., Whittaker, W., Narasimhan, S.,
Agile Depth Sensing Using Triangulation Light Curtains,
ICCV19(7899-7907)
IEEE DOI 2004
cameras, compressed sensing, image resolution, image sampling, image sensors, object detection, optical radar, Robot sensing systems BibRef

Zabatani, A.[Aviad], Surazhsky, V.[Vitaly], Sperling, E.[Erez], Ben Moshe, S.[Sagi], Menashe, O.[Ohad], Silver, D.H.[David H.], Karni, Z.[Zachi], Bronstein, A.M.[Alexander M.], Bronstein, M.M.[Michael M.], Kimmel, R.[Ron],
Intel® RealSense™ SR300 Coded Light Depth Camera,
PAMI(42), No. 10, October 2020, pp. 2333-2345.
IEEE DOI 2009
Cameras, Image reconstruction, Pipelines, Optical imaging, Optical sensors, depth reconstruction BibRef

Hafeez, J.[Jahanzeb], Lee, J.[Jaehyun], Kwon, S.[Soonchul], Ha, S.J.[Sung-Jae], Hur, G.[Gitaek], Lee, S.H.[Seung-Hyun],
Evaluating Feature Extraction Methods with Synthetic Noise Patterns for Image-Based Modelling of Texture-Less Objects,
RS(12), No. 23, 2020, pp. xx-yy.
DOI Link 2012
BibRef

Wang, G.J.[Gui-Jin], Feng, C.C.[Chen-Chen], Hu, X.W.[Xiao-Wei], Wang, H.[Hang], Yang, H.Z.[Hua-Zhong],
Epipolar Geometry Guided Highly Robust Structured Light 3D Imaging,
SPLetters(28), 2021, pp. 887-891.
IEEE DOI 2106
Encoding, Geometry, Imaging, Cameras, Lighting, Speckle, Structured light, epipolar geometry, noise correction BibRef

Yang, X.Y.[Xu-Yuan], Jiang, G.[Guang],
A Practical 3D Reconstruction Method for Weak Texture Scenes,
RS(13), No. 16, 2021, pp. xx-yy.
DOI Link 2109
Covering the lighting sources with films of spark patterns to add textures to the scenes. For indoor modeling -- building, tunnels, etc. BibRef

Song, J.W.[Jian-Wen], Liu, K.[Kai], Sowmya, A.[Arcot], Sun, C.M.[Chang-Ming],
Super-Resolution Phase Retrieval Network for Single-Pattern Structured Light 3D Imaging,
IP(32), 2023, pp. 537-549.
IEEE DOI 2301
Imaging, Superresolution, Periodic structures, Deep learning, Decoding, Feature extraction, Structured light, super-resolution, phase-shifting BibRef

Cao, W.[Wei], Ye, Y.P.[Yu-Ping], Shi, C.[Chu], Song, Z.[Zhan],
CSIE: Coded Strip-patterns Image Enhancement Embedded in Structured Light-Based Methods,
ACCV22(III:190-205).
Springer DOI 2307
BibRef

Tilmon, B.[Brevin], Sun, Z.[Zhanghao], Koppal, S.J.[Sanjeev J.], Wu, Y.C.[Yi-Cheng], Evangelidis, G.[Georgios], Zahreddine, R.[Ramzi], Krishnan, G.[Gurunandan], Ma, S.[Sizhuo], Wang, J.[Jian],
Energy-Efficient Adaptive 3D Sensing,
CVPR23(5054-5063)
IEEE DOI 2309

HTML Version. BibRef

N'Dri, A.W.[Antony W.], Barbier, T.[Thomas], Teulière, C.[Céline], Triesch, J.[Jochen],
Predictive Coding Light: learning compact visual codes by combining excitatory and inhibitory spike timing-dependent plasticity*,
EventVision23(3997-4006)
IEEE DOI 2309
BibRef

Morgenstern, W.[Wieland], Gard, N.[Niklas], Baumann, S.[Simon], Hilsmann, A.[Anna], Eisert, P.[Peter],
X-maps: Direct Depth Lookup for Event-based Structured Light Systems,
EventVision23(4007-4015)
IEEE DOI 2309
BibRef

Iyer, P.P.[Prasad P.], Desai, S.[Saaketh], Addamane, S.[Sadhvikas], Dingreville, R.[Remi], Brener, I.[Igal],
Learning incoherent light emission steering from metasurfaces using generative models,
WACV23(3759-3766)
IEEE DOI 2302
Beam steering, Stimulated emission, Pumps, Metasurfaces, Optical pumping, Spatiotemporal phenomena, Optical sensors, Remote Sensing BibRef

Bajestani, S.E.M.[Seyed Ehsan Marjani], Beltrame, G.[Giovanni],
Event-based RGB sensing with structured light,
WACV23(5447-5456)
IEEE DOI 2302
Visualization, Image color analysis, Wavelength measurement, Lighting, Bandwidth, Fluorescence, Cameras, 3D computer vision BibRef

Jungerman, S.[Sacha], Ingle, A.[Atul], Li, Y.[Yin], Gupta, M.[Mohit],
3D Scene Inference from Transient Histograms,
ECCV22(VII:401-417).
Springer DOI 2211
Flash illuminate. Time gives distance. BibRef

Li, Y.X.[Yu-Xi], Zhao, H.J.[Hui-Jie], Jiang, H.Z.[Hong-Zhi], Li, X.D.[Xu-Dong],
Projective Parallel Single-Pixel Imaging to Overcome Global Illumination in 3D Structure Light Scanning,
ECCV22(VI:489-504).
Springer DOI 2211
BibRef

Schreiberhuber, S.[Simon], Weibel, J.B.[Jean-Baptiste], Patten, T.[Timothy], Vincze, M.[Markus],
GigaDepth: Learning Depth from Structured Light with Branching Neural Networks,
ECCV22(XXXIII:214-229).
Springer DOI 2211
BibRef

Li, C.Y.[Chun-Yu], Monno, Y.[Yusuke], Okutomi, M.[Masatoshi],
Deep Hyperspectral-Depth Reconstruction Using Single Color-Dot Projection,
CVPR22(19738-19747)
IEEE DOI 2210
Reflectivity, Training, Reconstruction algorithms, Cameras, Sensors, Computational photography BibRef

Chan, D.[Dorian], Narasimhan, S.G.[Srinivasa G.], O'Toole, M.[Matthew],
Holocurtains: Programming Light Curtains via Binary Holography,
CVPR22(17865-17874)
IEEE DOI 2210
Shape, Robot vision systems, Prototypes, Transforms, Holography, Programming, Computational photography, Physics-based vision and shape-from-X BibRef

Johari, M.M.[Mohammad Mahdi], Carta, C.[Camilla], Fleuret, F.[François],
DepthInSpace: Exploitation and Fusion of Multiple Video Frames for Structured-Light Depth Estimation,
ICCV21(6019-6028)
IEEE DOI 2203
Training, Deep learning, Fuses, Design methodology, Estimation, Lighting, Sensor fusion, Stereo, Transfer/Low-shot/Semi/Unsupervised Learning BibRef

Vargas, E.[Edwin], Martel, J.N.P.[Julien N.P.], Wetzstein, G.[Gordon], Arguello, H.[Henry],
Time-Multiplexed Coded Aperture Imaging: Learned Coded Aperture and Pixel Exposures for Compressive Imaging Systems,
ICCV21(2672-2682)
IEEE DOI 2203
Image coding, Optical switches, Imaging, Prototypes, Apertures, Light fields, Synchronization, Computational photography, Vision applications and systems BibRef

Baek, S.H.[Seung-Hwan], Heide, F.[Felix],
Polka Lines: Learning Structured Illumination and Reconstruction for Active Stereo,
CVPR21(5753-5763)
IEEE DOI 2111
Surface reconstruction, Lighting, Prototypes, Reconstruction algorithms, Cameras, Surface texture BibRef

Liu, L., Xiang, S., Deng, H., Wu, J.,
Fast Geometry Estimation for Phase-coding Structured Light Field,
VCIP20(124-127)
IEEE DOI 2102
Estimation, Optimization, Task analysis, Geometry, Periodic structures, Faces, Data mining, light field, iterative BibRef

Sun, Z., Qian, G., Peng, Z., Dai, W., Sun, D., Zhang, G., Zhang, N., Xu, J., Wang, R., Li, C.,
Orthogonal Coded Multi-view Structured Light for Inter-view Interference Elimination,
VCIP20(181-184)
IEEE DOI 2102
Interference, Cameras, Power system dynamics, Sun, Image coding, Decoding BibRef

Kniaz, V.V., Mizginov, V.A., Grodzitkiy, L.V., Fomin, N.A., Knyaz, V.A.,
Dense 3d Object Reconstruction Using Structured-light Scanner and Deep Learning,
ISPRS20(B2:777-783).
DOI Link 2012
BibRef

Erdozain, J., Ichimaru, K., Maeda, T., Kawasaki, H., Raskar, R., Kadambi, A.,
3d Imaging For Thermal Cameras Using Structured Light,
ICIP20(2795-2799)
IEEE DOI 2011
Cameras, Scattering, Calibration, Sensors, Temperature measurement, Structured Light, Thermal Camera, Scattering BibRef

Brimkov, V.E.[Valentin E.], Barneva, R.P.[Reneta P.], Kanev, K.[Kamen],
Dealing with Noise in Cluster Pattern Interface,
IWCIA20(236-244).
Springer DOI 2009
Projected pattern in user interface. Detailed pointing. BibRef

Chen, W., Mirdehghan, P., Fidler, S., Kutulakos, K.N.,
Auto-Tuning Structured Light by Optical Stochastic Gradient Descent,
CVPR20(5969-5979)
IEEE DOI 2008
Optical imaging, Adaptive optics, Optical sensors, Optimization, Optical computing, Lighting BibRef

Venkata, V.S.R., Wang, J., Nayar, S., Gupta, M.,
Micro-Baseline Structured Light,
ICCV19(4048-4057)
IEEE DOI 2004
approximation theory, cameras, image reconstruction, image resolution, least squares approximations, Integrated circuits BibRef

Xiang, S.[Sen], Liu, Q.[Qiong], Deng, H.P.[Hui-Ping], Wu, J.[Jin], Yu, L.[Li],
Deformed Phase Prediction Using Svm for Structured Light Depth Generation,
MMMod20(II:267-278).
Springer DOI 2003
BibRef

o Zhang, Y.[Yu], Lau, D.L.[Daniel L.], Yu, Y.[Ying],
Causes and Corrections for Bimodal Multi-Path Scanning With Structured Light,
CVPR19(4426-4434).
IEEE DOI 2002
BibRef

Kleitsiotis, I.[Ioannis], Dimitriou, N.[Nikolaos], Votis, K.[Konstantinos], Tzovaras, D.[Dimitrios],
Color-guided Adaptive Support Weights for Active Stereo Systems,
CVS19(501-510).
Springer DOI 1912
BibRef

Nagamatsu, G.[Genki], Furukawa, R.[Ryo], Sagawa, R.[Ryusuke], Kawasaki, H.[Hiroshi],
Single-wavelength and multi-parallel dotted- and solid-lines for dense and robust active 3D reconstruction,
MVA19(1-6)
DOI Link 1911
calibration, cameras, image reconstruction, learning (artificial intelligence), neural nets, Calibration BibRef

Djupkep Dizeu, F.B., Boisvert, J., Drouin, M., Godin, G., Rivard, M., Lamouche, G.,
Frequency Shift Triangulation: A Robust Fringe Projection Technique for 3D Shape Acquisition in the Presence of Strong Interreflections,
3DV19(194-203)
IEEE DOI 1911
Lighting, Cameras, Shape, Discrete Fourier transforms, High frequency, Indirect Illumination BibRef

Agresti, G.[Gianluca], Zanuttigh, P.[Pietro],
Combination of Spatially-Modulated ToF and Structured Light for MPI-Free Depth Estimation,
3D-Wild18(I:355-371).
Springer DOI 1905
BibRef

Mirdehghan, P., Chen, W., Kutulakos, K.N.,
Optimal Structured Light a la Carte,
CVPR18(6248-6257)
IEEE DOI 1812
Cameras, Maximum likelihood decoding, Encoding, Geometry, Linear programming BibRef

Vianello, A., Ackermann, J., Diebold, M., Jähne, B.,
Robust Hough Transform Based 3D Reconstruction from Circular Light Fields,
CVPR18(7327-7335)
IEEE DOI 1812
Cameras, Trajectory, Lenses, Transforms, Image reconstruction, Optical imaging BibRef

El Asmi, C., Roy, S.,
Fast Unsynchronized Unstructured Light,
CRV18(277-284)
IEEE DOI 1812
Cameras, Synchronization, Hardware, Pattern matching, Reflective binary codes, Encoding, 3D scanning BibRef

Llanos, B., Yang, Y.,
Do-It-Yourself Single Camera 3D Pointer Input Device,
CRV18(214-221)
IEEE DOI 1812
Image color analysis, Cameras, Feature extraction, Colored noise, Tools, Reliability, user input devices BibRef

Wang, J.[Jian], Bartels, J.[Joseph], Whittaker, W.[William], Sankaranarayanan, A.C.[Aswin C.], Narasimhan, S.G.[Srinivasa G.],
Programmable Triangulation Light Curtains,
ECCV18(III: 20-35).
Springer DOI 1810
BibRef