9.2 Shape from Specularities, Specularity Analysis

Chapter Contents (Back)
Shape from Specularity. Specularity. Specular. See also Color Constancy, Retinex.

Babu, M.D.R., Lee, C.H., and Rosenfeld, A.,
Determining Plane Orientation from Specular Reflectance,
PR(18), No. 1, 1985, pp. 53-62.
WWW Link. BibRef 8500

Thrift, P., Lee, C.H.,
Using Highlights to Constrain Object Size and Location,
SMC(13), 1983, pp. 426-431. BibRef 8300

Vanderbilt, V.C., Grant, L., Biehl, L.L., and Robinson, B.F.,
Specular, diffuse and polarized light scattered by two wheat canopies,
AppOpt(24), No. 15, 1985, pp. 2408-2418. BibRef 8500

Lee, H.,
Method for Computing the Scene-Illuminant Chromaticity from Specular Highlights,
JOSA-A(3), 1986, pp. 1694-1699. BibRef 8600

Sanderson, A.C., Weiss, L.E., and Nayar, S.K.,
Structured Highlight Inspection of Specular Surfaces,
PAMI(10), No. 1, January 1988, pp. 44-55.
IEEE DOI BibRef 8801

Nayar, S.K., Sanderson, A.C., Weiss, L.E., and Simon, D.D.,
Specular Surface Inspection Using Structured Highlight and Gaussian Images,
RA(6), No. 2, April 1990, pp. 208-218. BibRef 9004

Oren, M.[Michael], Nayar, S.K.[Shree K.],
A Theory of Specular Surface Geometry,
IJCV(24), No. 2, September 1997, pp. 105-124.
DOI Link 9710
BibRef
Earlier: ICCV95(740-747).
IEEE DOI Award, Marr Prize. BibRef

Bhat, D.N.[Dinkar N.], and Nayar, S.K.[Shree K.],
Stereo and Specular Reflection,
IJCV(26), No. 2, February 1998, pp. 91-106.
DOI Link 9804
BibRef
Earlier:
Stereo in the Presence of Specular Reflection,
ICCV95(1086-1092).
IEEE DOI BibRef
Earlier:
Binocular Stereo in the Presence of Specular Reflection,
ARPA94(II:1305-1315). Specular reflections complicate the matching of points. BibRef

Lee, S.W., Bajcsy, R.,
Detection of Specularity Using Colour and Multiple Views,
IVC(10), No. 10, December 1992, pp. 643-653.
WWW Link. BibRef 9212
Earlier: ECCV92(99-114).
Springer DOI BibRef

Bajcsy, R.K., Lee, S.W., and Leonardis, A.,
Detection of Diffuse and Specular Interface Reflections and Inter-Reflections by Color Image Segmentation,
IJCV(17), No. 3, March 1996, pp. 241-272.
Springer DOI BibRef 9603
Earlier:
Color Image Segmentation with Detection of Highlights and Local Illumination Induced by Inter-Reflections,
ICPR90(I: 785-790).
IEEE DOI Use highlights to account for intensity variations in the image. BibRef

Zisserman, A., Giblin, P.J., and Blake, A.,
The Information Available to a Moving Observer from Specularities,
IVC(7), No. 1, February 1989, pp. 38-42.
WWW Link. BibRef 8902

Brelstaff, G.,
Inferring Surface Shape from Specular Reflections,
Ph.D.Univ. of Edinburgh, 1989. BibRef 8900

Brelstaff, G., and Blake, A.,
Detecting Specular Reflection Using Lambertian Constraints,
ICCV88(297-302).
IEEE DOI How to detect a specular reflection. BibRef 8800

Blake, A., and Brelstaff, G.,
Geometry from Specularities,
ICCV88(394-403).
IEEE DOI BibRef 8800
Earlier:
Specular Stereo,
IJCAI85(973-976). Specular reflections do not appear exactly on the surface. This fact can be used in stereo analysis to aid in generating disparities for specular areas. BibRef

Healey, G., and Binford, T.O.,
Local Shape from Specularity,
CVGIP(42), No. 1, April 1988, pp. 62-86.
WWW Link. BibRef 8804
Earlier: ICCV87(151-160). BibRef
And: DARPA87(874-887). BibRef
Earlier:
Predicting Specular Features,
DARPA85(479-488). Relate specular features and the object orientation to get local shape. BibRef

Donati, L., Stolfi, N.,
Singularities of Illuminated Surfaces,
IJCV(23), No. 3, June-July 1997, pp. 207-216.
DOI Link 9708
BibRef

Sarkar, S.[Sudeep],
Learning to Form Large Groups of Salient Image Features,
CVPR98(780-786).
IEEE DOI BibRef 9800

Eom, K.B.,
Shape Recognition Using Spectral Features,
PRL(19), No. 2, February 1998, pp. 189-195. 9808
BibRef

Lu, R.[Rong], Koenderink, J.J.[Jan J.], Kappers, A.M.L.[Astrid M. L.],
Specularities on Surfaces with Tangential Hairs or Grooves,
CVIU(78), No. 3, June 2000, pp. 320-335.
DOI Link 0006
BibRef
Earlier: ICCV99(2-7).
IEEE DOI Geometry of curved specularities (think hair patterns). BibRef

Ragheb, H.[Hossein], Hancock, E.R.[Edwin R.],
A probabilistic framework for specular shape-from-shading,
PR(36), No. 2, February 2003, pp. 407-427.
WWW Link. 0211
BibRef
Earlier: ICPR02(III: 513-516).
IEEE DOI 0211
BibRef

Ragheb, H., Hancock, E.R.,
Separating Lambertian and Specular Reflectance Components using Iterated Conditional Modes,
BMVC01(Poster Session 2. and Demonstrations).
HTML Version. University of York 0110
BibRef

Ragheb, H., Hancock, E.R.,
Highlight Removal Using Shape-from-Shading,
ECCV02(II: 626 ff.).
Springer DOI 0205
BibRef

Ragheb, H., Hancock, E.R.,
Surface normals and height from non-lambertian image data,
3DPVT04(18-25).
IEEE DOI 0412
BibRef

Saito, H.[Hideo], Omata, K.[Kazuko], Ozawa, S.[Shinji],
Recovery of shape and surface reflectance of specular object from relative rotation of light source,
IVC(21), No. 9, September 2003, pp. 777-787.
WWW Link. 0308
BibRef
Earlier:
Recovery of shape and surface reflectance of specular object from rotation of light source,
3DIM99(526-535).
IEEE DOI 9910
BibRef

Powell, M.W., Sarkar, S., Goldgof, D.B., Ivanov, K.,
A methodology for extracting objective color from images,
SMC-B(34), No. 5, October 2004, pp. 1964-1978.
IEEE Abstract. 0412
BibRef

Powell, M.W.[Mark W.], Sarkar, S.[Sudeep], Goldgof, D.B.[Dmitry B.],
Calibration of Light Sources,
CVPR00(II: 263-269).
IEEE DOI 0005
BibRef

Ortiz, F.[Francisco], Torres, F.[Fernando],
Vectorial morphological reconstruction for brightness elimination in colour images,
RealTimeImg(10), No. 6, December 2004, pp. 379-387.
WWW Link. 0501
BibRef

Angulo, J.[Jesús],
Pseudo-morphological Image Diffusion Using the Counter-Harmonic Paradigm,
ACIVS10(I: 426-437).
Springer DOI 1012
BibRef

Torres, F.[Fernando], Angulo, J.[Jesús], Ortiz, F.[Francisco],
Automatic Detection of Specular Reflectance in Colour Images Using the MS Diagram,
CAIP03(132-139).
Springer DOI 0311
BibRef

Zhang, X.M.[Xue-Mei], Brainard, D.H.[David H.],
Estimation of saturated pixel values in digital color imaging,
JOSA-A(21), No. 12, December 2004, pp. 2301-2310.
WWW Link. 0501
BibRef

Levine, M.D.[Martin D.], Bhattacharyya, J.[Jisnu],
Detecting and removing specularities in facial images,
CVIU(100), No. 3, December 2005, pp. 330-356.
WWW Link. 0512
BibRef

Yoon, K.J.[Kuk-Jin], Kweon, I.S.[In-So],
Voting-based separation of diffuse and specular pixels,
Electronics Letters(40), No. 20, 2004, pp. 1260-1261.
DOI Link BibRef 0400

Yoon, K.J.[Kuk-Jin], Kweon, I.S.[In-So],
Correspondence Search in the Presence of Specular Highlights Using Specular-Free Two-Band Images,
ACCV06(II:761-770).
Springer DOI 0601
BibRef

Shimano, N.[Noriyuki],
Recovery of Spectral Reflectances of Objects Being Imaged Without Prior Knowledge,
IP(15), No. 7, July 2006, pp. 1848-1856.
IEEE DOI 0606
BibRef

Shimano, N.[Noriyuki], Terai, K.[Kenichiro], Hironaga, M.[Mikiya],
Recovery of spectral reflectances of objects being imaged by multispectral cameras Virtual Journal,
JOSA-A(24), No. 10, October 2007, pp. 3211-3219.
WWW Link. 0801
BibRef

Shimano, N.[Noriyuki], Hironaga, M.[Mikiya],
Recovery of spectral reflectances of imaged objects by the use of features of spectral reflectances,
JOSA-A(27), No. 2, February 2010, pp. 251-258.
WWW Link. 1002
BibRef

Shen, H.L.[Hui-Liang], Zhang, H.G.[Hong-Gang], Shao, S.J.[Si-Jie], Xin, J.H.[John H.],
Chromaticity-based separation of reflection components in a single image,
PR(41), No. 8, August 2008, pp. 2461-2469.
WWW Link. 0805
Reflection components separation; Diffuse reflection; Specular reflection; Chromaticity; Dichromatic reflection model; Image restoration BibRef

Osadchy, M.[Margarita], Jacobs, D.W.[David W.], Ramamoorthi, R.[Ravi], Tucker, D.[David],
Using specularities in comparing 3D models and 2D images,
CVIU(111), No. 3, September 2008, pp. 275-294.
WWW Link. 0809
BibRef
Earlier: A1, A2, A3, Only:
Using specularities for recognition,
ICCV03(1512-1519).
IEEE DOI 0311
Object Recognition; Illumination; Specularity BibRef

Park, J., and Kak, A.C.,
3D Modeling of Optically Challenging Objects,
VCG(14), No. 2, March-April 2008, pp. 246-262.
PDF File. 0803
BibRef
Earlier:
Specularity elimination in range sensing for accurate 3D modeling of specular objects,
3DPVT04(707-714).
IEEE DOI 0412
BibRef
And:
Multi-Peak Range Imaging for Accurate 3D Reconstruction of Specular Objects,
ACCV04(xx-yy). Multipeak range imaging. multiple computations of range for each point. BibRef

Mac Manus, L.[Lorcán], Iwasaki, M.[Masahiro], Kanamori, K.[Katsuhiro], Sato, S.[Satoshi], Dodgson, N.A.[Neil Anthony],
Inherent limitations on specular highlight analysis,
VC(25), No. 5-7, May 2009, pp. xx-yy.
Springer DOI 0905
BibRef

Yang, C.H.[Chun-Hua], Xu, C.H.[Can-Hui], Gui, W.H.[Wei-Hua], Zhou, K.J.[Kai-Jun],
Application of highlight removal and multivariate image analysis to color measurement of flotation bubble images,
IJIST(19), No. 4, December 2009, pp. 316-322.
DOI Link 0912
BibRef

Labonté, G.[Gilles], Deck, W.C.,
Infrared target-flare discrimination using a ZISC hardware neural network,
RealTimeIP(5), No. 1, March 2010, pp. xx-yy.
Springer DOI 1003
Not a specular issue, but similar. BibRef

McGunnigle, G.,
Detecting wet surfaces using near infrared lighting,
JOSA-A(27), No. 5, May 2010, pp. 1137-1144.
WWW Link. 1006
BibRef

Liu, R., Han, J.,
Recovering surface normal of specular object by Hough transform method,
IET-CV(4), No. 2, June 2010, pp. 129-137. 1007
BibRef

Mufti, F.[Faisal], Mahony, R.[Robert],
Statistical analysis of signal measurement in time-of-flight cameras,
PandRS(66), No. 5, September 2011, pp. 720-731.
Elsevier DOI 1110
3D time-of-flight camera; Statistical analysis; SNR; Maximum likelihood; Range error analysis BibRef

Mufti, F.[Faisal], Mahony, R.[Robert],
Shadow Segmentation Using Time-of-Flight Cameras,
CIAP11(I: 78-87).
Springer DOI 1109
BibRef

Mufti, F.[Faisal], Mahony, R.[Robert],
Specularity Detection Using Time-of-Flight Cameras,
CAIP11(II: 196-203).
Springer DOI 1109
BibRef

Koirala, P.[Pesal], Pant, P.[Paras], Hauta-Kasari, M.[Markku], Parkkinen, J.[Jussi],
Highlight detection and removal from spectral image,
JOSA-A(28), No. 11, November 2011, pp. 2284-2291.
WWW Link. 1111
BibRef
Earlier: A1, A3, A4, Only:
Highlight Removal from Single Image,
ACIVS09(176-187).
Springer DOI 0909
BibRef

Kay, S., Hedley, J., Lavender, S.,
Sun Glint Correction of High and Low Spatial Resolution Images of Aquatic Scenes: a Review of Methods for Visible and Near-Infrared Wavelengths,
RS(1), No. 4, December 2009, pp. 697-730.
DOI Link 1203
Award, RS Best Review Paper. for 2009. BibRef

Leloup, F.B.[Frédéric B.], Pointer, M.R.[Michael R.], Dutré, P.[Philip], Hanselaer, P.[Peter],
Overall gloss evaluation in the presence of multiple cues to surface glossiness,
JOSA-A(29), No. 6, June 2012, pp. 1105-1114 2012.
WWW Link. 1206
BibRef

Drew, M.S.[Mark S.], Hel-Or, Y.[Yacov], Malzbender, T.[Tom], Hajari, N.[Nasim],
Robust estimation of surface properties and interpolation of shadow/specularity components,
IVC(30), No. 4-5, May 2012, pp. 317-331.
Elsevier DOI 1206
Polynomial texture mapping; Photometric stereo; Robust estimation; Shadows; Specular; Radial basis functions; Continuous interpolation BibRef
Earlier: A1, A4, A2, A3:
Specularity and Shadow Interpolation via Robust Polynomial Texture Maps,
BMVC09(xx-yy).
PDF File. 0909
BibRef

Wang, Z.Z.[Zhen-Zhou], Huang, X.Y.[Xin-Yu], Yang, R.G.[Rui-Gang], Zhang, Y.M.[Yu-Ming],
Measurement of mirror surfaces using specular reflection and analytical computation,
MVA(24), No. 2, February 2013, pp. 289-304.
WWW Link. 1302
BibRef

Netz, A.[Aaron], Osadchy, M.[Margarita],
Recognition Using Specular Highlights,
PAMI(35), No. 3, March 2013, pp. 639-652.
IEEE DOI 1303
BibRef
Earlier:
Using specular highlights as pose invariant features for 2D-3D pose estimation,
CVPR11(721-728).
IEEE DOI 1106
BibRef

Yilmaz, O.[Ozgur], Doerschner, K.[Katja],
Detection and localization of specular surfaces using image motion cues,
MVA(25), No. 5, July 2014, pp. 1333-1349.
WWW Link. 1407
BibRef

Drew, M.S.[Mark S.], Joze, H.R.V.[Hamid Reza Vaezi], Finlayson, G.D.[Graham D.],
The Zeta-image, illuminant estimation, and specularity manipulation,
CVIU(127), No. 1, 2014, pp. 1-13.
Elsevier DOI 1408
BibRef
Earlier:
Specularity, the Zeta-image, and Information-Theoretic Illuminant Estimation,
Color12(II: 411-420).
Springer DOI 1210
Specular BibRef

Liu, M.M.[Miao-Miao], Hartley, R.I.[Richard I.], Salzmann, M.[Mathieu],
Mirror Surface Reconstruction from a Single Image,
PAMI(37), No. 4, April 2015, pp. 760-773.
IEEE DOI 1503
BibRef
Earlier: CVPR13(129-136)
IEEE DOI 1309
Cameras. Somewhat unique topic. IVP; Mirror Surface; PDE; Reconstruction; Reflection; Single Image Reconstruct unknown smooth mirror surface from single image of known reference object. BibRef

Yang, Q.X.[Qing-Xiong],
Hardware-Efficient Bilateral Filtering for Stereo Matching,
PAMI(36), No. 5, May 2014, pp. 1026-1032.
IEEE DOI 1405
BibRef
Earlier:
Recursive Bilateral Filtering,
ECCV12(I: 399-413).
Springer DOI 1210
Graphics processing units See also Shadow Removal Using Bilateral Filtering. See also Real-Time Specular Highlight Removal Using Bilateral Filtering. BibRef

Yang, Q.X.[Qing-Xiong],
Semantic Filtering,
CVPR16(4517-4526)
IEEE DOI 1612
BibRef

Yang, Q.X.[Qing-Xiong],
Recursive Approximation of the Bilateral Filter,
IP(24), No. 6, June 2015, pp. 1919-1927.
IEEE DOI 1504
Approximation methods See also Real-Time Specular Highlight Removal Using Bilateral Filtering. BibRef

Yang, Q.X.[Qing-Xiong],
Stereo Matching Using Tree Filtering,
PAMI(37), No. 4, April 2015, pp. 834-846.
IEEE DOI 1503
Computational complexity See also Efficient and Robust Specular Highlight Removal. BibRef

Yang, Q.X.[Qing-Xiong], Tang, J., Ahuja, N.,
Efficient and Robust Specular Highlight Removal,
PAMI(37), No. 6, June 2015, pp. 1304-1311.
IEEE DOI 1506
Approximation methods BibRef

Song, Y.B.[Yi-Bing], Bao, L.C.[Lin-Chao], Yang, Q.X.[Qing-Xiong],
Real-time video decolorization using bilateral filtering,
WACV14(159-166)
IEEE DOI 1406
Color BibRef

Yang, Q.X.[Qing-Xiong], Wang, S.N.[Sheng-Nan], Ahuja, N.[Narendra],
Real-Time Specular Highlight Removal Using Bilateral Filtering,
ECCV10(IV: 87-100).
Springer DOI 1009
See also Shadow Removal Using Bilateral Filtering. BibRef

Suo, J., An, D., Ji, X., Wang, H., Dai, Q.,
Fast and High Quality Highlight Removal From a Single Image,
IP(25), No. 11, November 2016, pp. 5441-5454.
IEEE DOI 1610
Analytical models BibRef

Wang, F.[Fan], Ainouz, S.[Samia], Petitjean, C.[Caroline], Bensrhair, A.[Abdelaziz],
Specularity removal: A global energy minimization approach based on polarization imaging,
CVIU(158), No. 1, 2017, pp. 31-39.
Elsevier DOI 1704
BibRef
Earlier:
Polarization-based specularity removal method with global energy minimization,
ICIP16(1983-1987)
IEEE DOI 1610
Specularity removal. Approximation algorithms BibRef

Shah, S.M.Z.A.[Syed. M. Z. Abbas], Marshall, S.[Stephen], Murray, P.[Paul],
Removal of specular reflections from image sequences using feature correspondences,
MVA(28), No. 3-4, May 2017, pp. 409-420.
WWW Link. 1704
BibRef

Ren, W., Tian, J., Tang, Y.,
Specular Reflection Separation With Color-Lines Constraint,
IP(26), No. 5, May 2017, pp. 2327-2337.
IEEE DOI 1704
Color BibRef


Gutsche, M., Schilling, H., Diebold, M., Garbe, C.,
Surface Normal Reconstruction from Specular Information in Light Field Data,
LightField17(1735-1742)
IEEE DOI 1709
Cameras, Light sources, Mathematical model, Observers, Shape, Surface reconstruction, Surface, treatment BibRef

Singh, M., Tiwari, R.K., Swami, K., Vijayvargiya, A.,
Detection of glare in night photography,
ICPR16(865-870)
IEEE DOI 1705
Cameras, Hardware, Image segmentation, Lenses, Light sources, Photography, Windows, Bernsen's Local Thresholding Method, Binarization, Blooming, Connected Component, Glare, Smearing, Specular, Hotspot BibRef

Thomas, J.B.[Jean-Baptiste], Hardeberg, J.Y.[Jon Yngve], Simone, G.[Gabriele],
Image Contrast Measure as a Gloss Material Descriptor,
CCIW17(233-245).
Springer DOI 1704
BibRef

Khan, H.A.[Haris Ahmad], Thomas, J.B.[Jean-Baptiste], Hardeberg, J.Y.[Jon Yngve],
Analytical Survey of Highlight Detection in Color and Spectral Images,
CCIW17(197-208).
Springer DOI 1704
BibRef

Natola, F.[Fabrizio], Ntouskos, V.[Valsamis], Pirri, F.[Fiora], Sanzari, M.[Marta],
Single Image Object Modeling Based on BRDF and r-Surfaces Learning,
CVPR16(4414-4423)
IEEE DOI 1612
BibRef

Or-El, R.[Roy], Hershkovitz, R., Wetzler, A.[Aaron], Rosman, G.[Guy], Bruckstein, A.M.[Alfred M.], Kimmel, R.[Ron],
Real-Time Depth Refinement for Specular Objects,
CVPR16(4378-4386)
IEEE DOI 1612
BibRef

Gu, L., Robles-Kelly, A.,
A quadratic optimisation approach for shading and specularity recovery from a single image,
ICIP16(4072-4076)
IEEE DOI 1610
Brightness BibRef

Xu, C., Wang, X., Wang, H., Zhang, Y.,
Accurate image specular highlight removal based on light field imaging,
VCIP15(1-4)
IEEE DOI 1605
Computer vision BibRef

Meng, L., Lu, L., Bedard, N., Berkner, K.,
Single-Shot Specular Surface Reconstruction with Gonio-Plenoptic Imaging,
ICCV15(3433-3441)
IEEE DOI 1602
Cameras BibRef

Zuo, X., Du, C., Wang, S., Zheng, J., Yang, R.,
Interactive Visual Hull Refinement for Specular and Transparent Object Surface Reconstruction,
ICCV15(2237-2245)
IEEE DOI 1602
Image edge detection BibRef

Eum, S.[Sungmin], Lee, H.[Hyungtae], Doermann, D.[David],
JH2R: Joint Homography Estimation for Highlight Removal,
BMVC15(xx-yy).
DOI Link 1601
BibRef

Zhao, Y.Q.[Yong-Qiang], Peng, Q.[Qunnie], Xue, J.[Jize], Kong, S.G.[Seong G.],
Specular reflection removal using local structural similarity and chromaticity consistency,
ICIP15(3397-3401)
IEEE DOI 1512
Specular reflection removal BibRef

Nguyen, T.[Tam], Lee, G.[Guee_Sang], Nhu, H.N.[Huan Nguyen], Dinh, T.N.[Thuc Nguyen],
Color structure recovering in strong specular text regions,
ICDAR15(961-965)
IEEE DOI 1511
Strong highlight; color structure; painting; saliency map; tensor voting BibRef

Zhang, Z.D.[Zheng-Dong], Isola, P.[Phillip], Adelson, E.H.[Edward H.],
SparkleVision: Seeing the world through random specular microfacets,
CCD15(1-9)
IEEE DOI 1510
Calibration BibRef

Kobayashi, Y.[Yoshie], Morimoto, T.[Tetsuro], Sato, I.[Imari], Mukaigawa, Y.[Yasuhiro], Tomono, T., Ikeuchi, K.[Katsushi],
Reconstructing Shapes and Appearances of Thin Film Objects Using RGB Images,
CVPR16(3774-3782)
IEEE DOI 1612
BibRef
Earlier: A1, A2, A3, A4, A6, Only:
Reconstructing Shape and Appearance of Thin Film Objects with Hyper Spectral Sensor,
ACCV14(IV: 492-506).
Springer DOI 1504
Film reflectance. BibRef

Hirofuji, Y.[Yuki], Iiyama, M.[Masaaki], Funatomi, T.[Takuya], Minoh, M.[Michihiko],
3D Reconstruction of Specular Objects with Occlusion: A Shape-from-Scattering Approach,
ACCV14(IV: 630-641).
Springer DOI 1504
BibRef

Nguyen, T.[Tam], Vo, Q.[Quang_Nhat], Kim, S.[Soo_Hyung], Yang, H.[Hyung_Jeong], Lee, G.[Guee_Sang],
A novel and effective method for specular detection and removal by tensor voting,
ICIP14(1061-1065)
IEEE DOI 1502
Colored noise BibRef

Ziebarth, M.[Mathias], Vogelbacher, M.[Markus], Olawsky, S.[Sabine], Beyerer, J.[Jürgen],
Obtaining 2D Surface Characteristics from Specular Surfaces,
GCPR14(690-700).
Springer DOI 1411
BibRef

Hane, C.[Christian], Ladicky, L.[Lubor], Pollefeys, M.[Marc],
Direction matters: Depth estimation with a surface normal classifier,
CVPR15(381-389)
IEEE DOI 1510
BibRef

Hane, C.[Christian], Savinov, N.[Nikolay], Pollefeys, M.[Marc],
Class Specific 3D Object Shape Priors Using Surface Normals,
CVPR14(652-659)
IEEE DOI 1409
textureless, reflective and specular parts. convex optimization; dense 3d reconstruction; shape prior BibRef

Mallick, T., Das, P.P., Majumdar, A.K.,
Estimation of the orientation and distance of a mirror from Kinect depth data,
NCVPRIPG13(1-4)
IEEE DOI 1408
computational geometry BibRef

Ravindra Redddy, K., Namboodiri, A.,
MRF and DP based specular surface reconstruction,
NCVPRIPG13(1-5)
IEEE DOI 1408
Markov processes BibRef

Wang, C.J.[Cheng-Jie], Kamata, S.I.[Sei-Ichiro], Ma, L.Z.[Li-Zhuang],
A fast multi-view based specular removal approach for pill extraction,
ICIP13(4126-4130)
IEEE DOI 1402
Specular reflection removal BibRef

Prinet, V.[Veronique], Werman, M.[Michael], Lischinski, D.[Dani],
Specular highlight enhancement from video sequences,
ICIP13(558-562)
IEEE DOI 1402
Cameras BibRef

Kim, H.W.[Hyeong-Woo], Jin, H.L.[Hai-Lin], Hadap, S.I.[Sun-Il], Kweon, I.[Inso],
Specular Reflection Separation Using Dark Channel Prior,
CVPR13(1460-1467)
IEEE DOI 1309
BibRef

Tian, Q.[Qing], Clark, J.J.[James J.],
Real-Time Specularity Detection Using Unnormalized Wiener Entropy,
CRV13(356-363)
IEEE DOI 1308
Brightness BibRef

Imai, F.H.[Francisco H.],
Computational Spectral Imaging Based on Adaptive Spectral Imaging,
CCIW13(35-52).
Springer DOI 1304
BibRef

Visentini-Scarzanella, M.[Marco], Stoyanov, D.[Danail], Yang, G.Z.[Guang-Zhong],
Metric depth recovery from monocular images using Shape-from-Shading and specularities,
ICIP12(25-28).
IEEE DOI 1302
BibRef

Koreban, F., Schechner, Y.Y.,
Geometry by deflaring,
ICCP09(1-8).
IEEE DOI 1208
Stray light from lens reflections. In shape of aperature. BibRef

Lamond, B., Peers, P.[Pieter], Ghosh, A.[Abhijeet], Debevec, P.[Paul],
Image-based separation of diffuse and specular reflections using environmental structured illumination,
ICCP09(1-8).
IEEE DOI 1208
BibRef

Sills, K.[Ken], Capson, D.[David], Bone, G.[Gary],
Specular-Reduced Imaging for Inspection of Machined Surfaces,
CRV12(361-368).
IEEE DOI 1207
BibRef

Gu, L.[Lin], Robles-Kelly, A.,
Specularity Removal from Imaging Spectroscopy Data via Entropy Minimisation,
DICTA11(59-65).
IEEE DOI 1205
BibRef

Liu, M.M.[Miao-Miao], Wong, K.Y.K.[Kwan-Yee K.],
Estimating the unknown poses of a reference plane for specular shape recovery,
Color11(767-773).
IEEE DOI 1201
BibRef

Liu, M.M.[Miao-Miao], Wong, K.Y.K.[Kwan-Yee K.], Dai, Z.W.[Zhen-Wen], Chen, Z.[Zhihu],
Pose estimation from reflections for specular surface recovery,
ICCV11(579-586).
IEEE DOI 1201
BibRef

Maier, W.[Werner], Eschey, M.[Michael], Steinbach, E.[Eckehard],
Image-based object detection under varying illumination in environments with specular surfaces,
ICIP11(1389-1392).
IEEE DOI 1201
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Breub, M.[Michael], Ju, Y.C.[Yong Chul],
Shape from shading with specular highlights: Analysis of the Phong model,
ICIP11(9-12).
IEEE DOI 1201
BibRef

Liu, M.M.[Miao-Miao], Wong, K.Y.K.[Kwan-Yee K.], Dai, Z.W.[Zhen-Wen], Chen, Z.H.[Zhi-Hu],
Specular Surface Recovery from Reflections of a Planar Pattern Undergoing an Unknown Pure Translation,
ACCV10(II: 137-147).
Springer DOI 1011
BibRef

Adelson, E.H.[Edward H.], Torralba, A.[Antonio], Fleming, R.W.[Roland W.],
Shape from Sheen,
CSAIL(TR-2009-051). 2009-10-22
WWW Link. 1101
Specularities. BibRef

Muhr, R., Schutte, G., Vincze, M.,
A Triangulation Method for 3D-Measurement of Specular Surfaces,
CloseRange10(xx-yy).
PDF File. 1006
BibRef

Sankaranarayanan, A.C.[Aswin C.], Veeraraghavan, A.[Ashok], Tuzel, O.[Oncel], Agrawal, A.[Amit],
Specular surface reconstruction from sparse reflection correspondences,
CVPR10(1245-1252).
IEEE DOI 1006
BibRef

Chang, J.Y.[Ju Yong], Raskar, R.[Ramesh], Agrawal, A.[Amit],
3D pose estimation and segmentation using specular cues,
CVPR09(1706-1713).
IEEE DOI 0906
Shape from specular cues. BibRef

Yang, P.[Peng], Yuan, B.C.[Bing-Cheng], Zhou, S.[Sheng],
A New Method of Highlight Characteristics Calculation for Underwater Targets,
CISP09(1-4).
IEEE DOI 0910
BibRef

Jalba, A.C.[Andrei C.], Westenberg, M.A.[Michel A.], Grooten, M.H.M.[Mart H.M.],
Size from Specular Highlights for Analyzing Droplet Size Distributions,
CAIP09(1188-1195).
Springer DOI 0909
BibRef

Iwahori, Y.[Yuji], Nakagawa, T.[Takashi], Woodham, R.J.[Robert J.], Fukui, S.[Shinji], Kawanaka, H.[Haruki],
Shape from self-calibration and Fast Marching Method,
ICPR08(1-4).
IEEE DOI 0812
Shape from shading when non-lambertian. BibRef

Yu, H.[Hang], Ng, T.T.[Tian-Tsong], Sun, Q.B.[Qi-Bin],
Recaptured photo detection using specularity distribution,
ICIP08(3140-3143).
IEEE DOI 0810
complex illumination and complex scene. Specularities. BibRef

Lagger, P.[Pascal], Salzmann, M.[Mathieu], Lepetit, V.[Vincent], Fua, P.[Pascal],
3D pose refinement from reflections,
CVPR08(1-8).
IEEE DOI 0806
BibRef

Ding, Y.Y.[Yuan-Yuan], Yu, J.Y.[Jing-Yi], Sturm, P.F.[Peter F.],
Recovering specular surfaces using curved line images,
CVPR09(2326-2333).
IEEE DOI 0906
BibRef

Ding, Y.Y.[Yuan-Yuan], Yu, J.Y.[Jing-Yi],
Recovering shape characteristics on near-flat specular surfaces,
CVPR08(1-8).
IEEE DOI 0806
BibRef

Francken, Y.[Yannick], Cuypers, T.[Tom], Mertens, T.[Tom], Gielis, J.[Jo], Bekaert, P.[Philippe],
High quality mesostructure acquisition using specularities,
CVPR08(1-7).
IEEE DOI 0806
See also Gloss and Normal Map Acquisition of Mesostructures Using Gray Codes. BibRef

Nehab, D.[Diego], Weyrich, T.[Tim], Rusinkiewicz, S.[Szymon],
Dense 3D reconstruction from specularity consistency,
CVPR08(1-8).
IEEE DOI 0806
BibRef

Angelopoulou, E.[Elli],
Specular Highlight Detection Based on the Fresnel Reflection Coefficient,
ICCV07(1-8).
IEEE DOI 0710
BibRef

del Pozo, A.[Andrey], Savarese, S.[Silvio],
Detecting Specular Surfaces on Natural Images,
CVPR07(1-8).
IEEE DOI 0706
BibRef

Lee, S.H.[Sang Hwa], Koo, H.I.[Hyung Il], Cho, N.I.[Nam Ik], Park, J.I.[Jong-Il],
Stochastic Approach to Separate Diffuse and Specular Reflections,
ICIP06(3305-3308).
IEEE DOI 0610
BibRef

Yoon, K.J.[Kuk-Jin], Choi, Y.J.[Yoo-Jin], Kweon, I.S.[In So],
Fast Separation of Reflection Components using a Specularity-Invariant Image Representation,
ICIP06(973-976).
IEEE DOI 0610
BibRef

Zhang, X.Z.[Xiao-Zheng], Gao, Y.S.[Yong-Sheng],
Width Distributions for Shape Description,
DICTA11(597-601).
IEEE DOI 1205
BibRef

Zhang, X.Z.[Xiao-Zheng], Gao, Y.S.[Yong-Sheng], Caelli, T.M.[Terry M.],
Colour Adjustment and Specular Removal for Non-uniform Shape from Shading,
DICTA10(563-568).
IEEE DOI 1012
BibRef

Fu, Z.Y.[Zhou-Yu], Tan, R.T.[Robby T.], Caelli, T.M.[Terry M.],
Specular Free Spectral Imaging Using Orthogonal Subspace Projection,
ICPR06(I: 812-815).
IEEE DOI 0609
BibRef

Tan, P.[Ping], Quan, L.[Long], Lin, S.[Stephen],
Separation of Highlight Reflections on Textured Surfaces,
CVPR06(II: 1855-1860).
IEEE DOI 0606
See also Subpixel Photometric Stereo. BibRef

Chen, T.B.[Tong-Bo], Goesele, M.[Michael], Seidel, H.P.[Hans-Peter],
Mesostructure from Specularity,
CVPR06(II: 1825-1832).
IEEE DOI 0606
BibRef

Xu, S.C.[Shu-Chang], Ye, X.Z.[Xiu-Zi], Wu, Y.[Yin], Zhang, S.Y.[San-Yuan],
Highlight Detection and Removal Based on Chromaticity,
ICIAR05(199-206).
Springer DOI 0509
BibRef

Maki, A.[Atsuto], Cipolla, R.[Roberto],
Obtaining the Shape of a Moving Object with a Specular Surface,
BMVC09(xx-yy).
PDF File. 0909
BibRef

Maki, A.[Atsuto],
3D Surface Reconstruction of a Moving Object in the Presence of Specular Reflection,
CIAP05(867-875).
Springer DOI 0509
BibRef

Shirdhonkar, S.[Sameer], Jacobs, D.W.[David W.],
Non-Negative Lighting and Specular Object Recognition,
ICCV05(II: 1323-1330).
IEEE DOI 0510
BibRef

Ortiz, F.[Francisco], Torres, F.[Fernando], Gil, P.[Pablo],
A Comparative Study of Highlights Detection and Elimination by Color Morphology and Polar Color Models,
IbPRIA05(II:295).
Springer DOI 0509
BibRef

Ortiz, F.[Francisco],
Gaussian Noise Removal by Color Morphology and Polar Color Models,
ICIAR06(I: 163-172).
Springer DOI 0610
BibRef

Solem, J.E.[Jan Erik], Aanæs, H.[Henrik], Heyden, A.[Anders],
A variational analysis of shape from specularities using sparse data,
3DPVT04(26-33).
IEEE DOI 0412
BibRef
Earlier:
PDE Based Shape from Specularities,
ScaleSpace03(401-415).
Springer DOI 0310
See also Variational Surface Interpolation from Sparse Point and Normal Data. BibRef

Solem, J.E.[Jan Erik], Heyden, A.[Anders],
Estimating surface shape and extending known structure using specular reflections,
ICPR04(III: 173-176).
IEEE DOI 0409
BibRef
Earlier:
Surface Shape from Specularities,
SCIA03(828-835).
Springer DOI 0310
BibRef

Yang, R.G.[Rui-Gang], Pollefeys, M., Welch, G.,
Dealing with textureless regions and specular highlights: A progressive space carving scheme using a novel photo-consistency measure,
ICCV03(576-584).
IEEE DOI 0311
BibRef

Bonfort, T.[Thomas], Sturm, P.F.[Peter F.], Gargallo, P.[Pau],
General Specular Surface Triangulation,
ACCV06(II:872-881).
Springer DOI 0601
BibRef

Bonfort, T., Sturm, P.F.,
Voxel carving for specular surfaces,
ICCV03(591-596).
IEEE DOI 0311
BibRef

Savarese, S., Chen, M.[Min], Perona, P.,
Second order local analysis for 3D reconstruction of specular surfaces,
3DPVT02(356-361).
IEEE DOI 0206
BibRef

Savarese, S., Perona, P.,
Local Analysis for 3D Reconstruction of Specular Surfaces: Part II,
ECCV02(II: 759 ff.).
Springer DOI 0205
BibRef
Earlier:
Local Analysis for 3D Reconstruction of Specular Surfaces,
CVPR01(II:738-745).
IEEE DOI 0110
Geometry of curved mirror surface to distortions in the scene that it reflects. BibRef

Lin, S.[Stephen], Lee, S.W.[Sang W.],
An Appearance Representation for Multiple Reflection Components,
CVPR00(I: 105-110).
IEEE DOI 0005
Reflections BibRef

Lin, S.,
Generation of Diffuse and Specular Appearance from Photometric Images,
PMCVG99(xx-yy). BibRef 9900

Lin, S., Lee, S.,
A Representation of Specular Appearance,
ICCV99(849-854).
IEEE DOI BibRef 9900

Lin, S., Lee, S.,
Estimation of Diffuse and Specular Appearance,
ICCV99(855-860).
IEEE DOI See also Detection of Specularity Using Stereo in Color and Polarization Space. BibRef 9900

Jaklic, A.[Aleš], Solina, F.[Franc],
Separating diffuse and specular component of image irradiance by translating a camera,
CAIP93(428-435).
Springer DOI 9309
BibRef

Clark, J.J., and Yuille, A.L.,
Shape from Shading via the Fusion of Specular and Lambertian Image Components,
ICPR90(I: 88-92).
IEEE DOI BibRef 9000

Awanzino, C., Letellier, L., Lavest, J.M., Dhome, M., Faye, C.,
A Way to Exploit Highlights in Metallic Environment for Pipes Localization,
MVA98(xx-yy). BibRef 9800

Ray, R.,
Automated Inspection of Solder Bumps Using Visual Signatures of Specular Image-Highlights,
CVPR89(588-596).
IEEE DOI Inspection, PCB. BibRef 8900

Buchanan, C.S.[Craig S.],
Determining Surface Orientation from Specular Highlights,
RBCV-TR-87-19, August, 1987, Toronto. BibRef 8708

Park, J.S., and Tou, J.T.,
Highlight Separation and Surface Orientation for 3-D Specular Objects,
ICPR90(I: 331-335).
IEEE DOI BibRef 9000

Chapter on 3-D Shape from X -- Shading, Textures, Lasers, Structured Light, Focus, Line Drawings continues in
Shape from Specularities -- Multiple Images .


Last update:Sep 18, 2017 at 11:34:11