9.2 Shape from Specularities, Specularity Analysis, Highlights

Babu, M.D.R.[Mohan D.R.], Lee, C.H.[Chia-Hoang], Rosenfeld, A.[Azriel],
Determining Plane Orientation from Specular Reflectance,
PR(18), No. 1, 1985, pp. 53-62.
Elsevier DOI 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.[Sang Wook], Bajcsy, R.[Ruzena],
Detection of Specularity Using Colour and Multiple Views,
IVC(10), No. 10, December 1992, pp. 643-653.
Elsevier DOI BibRef 9212
Earlier: ECCV92(99-114).
Springer DOI BibRef

Bajcsy, R.K.[Ruzena 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.[Andrew], Giblin, P.J.[Peter J.], Blakea, A.[Andrew],
The Information Available to a Moving Observer from Specularities,
IVC(7), No. 1, February 1989, pp. 38-42.
Elsevier DOI What you can know from the moving observer. 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.
Elsevier DOI 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.
Elsevier DOI 0211
BibRef
Earlier: ICPR02(III: 513-516).
IEEE DOI 0211
BibRef
Earlier:
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.[Hossein], Hancock, E.R.[Edwin R.],
Highlight Removal Using Shape-from-Shading,
ECCV02(II: 626 ff.).
Springer DOI 0205
BibRef

Ragheb, H.[Hossein], Hancock, E.R.[Edwin 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.
Elsevier DOI 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.
Elsevier DOI 0501
HSI color space 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.
Elsevier DOI 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.
Elsevier DOI 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.
Elsevier DOI 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

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, Remote Sensing 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

Giachetti, A.[Andrea], Ciortan, I.M.[Irina Mihaela], Daffara, C.[Claudia], Marchioro, G.[Giacomo], Pintus, R.[Ruggero], Gobbetti, E.[Enrico],
A novel framework for highlight reflectance transformation imaging,
CVIU(168), 2018, pp. 118-131.
Elsevier DOI 1804
Multi light image collections, Highlight reflectance transformation imaging, Image enhancement BibRef

Wei, X.[Xing], Xu, X.O.[Xia-Obin], Zhang, J.W.[Jia-Wei], Gong, Y.H.[Yi-Hong],
Specular highlight reduction with known surface geometry,
CVIU(168), 2018, pp. 132-144.
Elsevier DOI 1804
Specular reflection, Diffuse reflection, 3D geometry, Robust PCA BibRef

Tan, K.[Kai], Zhang, W.G.[Wei-Guo], Shen, F.[Fang], Cheng, X.J.[Xiao-Jun],
Investigation of TLS Intensity Data and Distance Measurement Errors from Target Specular Reflections,
RS(10), No. 7, 2018, pp. xx-yy.
DOI Link 1808
BibRef

Li, Y.Y.[Ying-Ying], Chen, Y.L.[Yao-Liang], Huang, J.F.[Jing-Feng],
An Approach to Improve Leaf Pigment Content Retrieval by Removing Specular Reflectance Through Polarization Measurements,
GeoRS(57), No. 4, April 2019, pp. 2173-2186.
IEEE DOI 1904
biology computing, botany, geophysical techniques, pigments, reflectivity, remote sensing, vegetation, diffuse reflectance, vegetation index (VI) BibRef

Li, Y.Y.[Ying-Ying], Huang, J.F.[Jing-Feng],
Remote Sensing of Pigment Content at a Leaf Scale: Comparison among Some Specular Removal and Specular Resistance Methods,
RS(11), No. 8, 2019, pp. xx-yy.
DOI Link 1905
BibRef

Lin, J.[John], Seddik, M.E.[Mohamed El_Amine], Tamaazousti, M.[Mohamed], Tamaazousti, Y.[Youssef], Bartoli, A.W.[Adrien W.],
Deep Multi-Class Adversarial Specularity Removal,
SCIA19(3-15).
Springer DOI 1906
BibRef

Plattner, M.[Michael], Ostermayer, G.[Gerald],
Filtering Specular Reflections by Merging Stereo Images,
SCIA19(164-172).
Springer DOI 1906
BibRef

Jospin, L.V.[Laurent Valentin], Baechler, G.[Gilles], Scholefield, A.[Adam],
Embedded Polarizing Filters to Separate Diffuse and Specular Reflection,
ACCV18(II:3-18).
Springer DOI 1906
BibRef

Bartoli, A.E.[Adrien E.],
The Highlight Ovals,
JMIV(61), No. 7, September 2019, pp. 919-943.
Springer DOI 1908
isocontours of a planar specular highlight. BibRef

Muhammad, S.[Siraj], Dailey, M.N.[Matthew N.], Farooq, M.[Muhammad], Majeed, M.F.[Muhammad F.], Ekpanyapong, M.[Mongkol],
Spec-Net and Spec-CGAN: Deep learning models for specularity removal from faces,
IVC(93), 2020, pp. 103823.
Elsevier DOI 2001
Specularity, Dichromatic reflection model, Deep learning, Convolutional neural networks BibRef

Son, M., Lee, Y., Chang, H.S.,
Toward Specular Removal from Natural Images Based on Statistical Reflection Models,
IP(29), 2020, pp. 4204-4218.
IEEE DOI 2002
Specular removal, achromatic color, diffuse and specular reflections, dichromatic reflection model, split Bregman method BibRef

Duan, P.H.[Pu-Hong], Lai, J.[Jibao], Kang, J.[Jian], Kang, X.D.[Xu-Dong], Ghamisi, P.[Pedram], Li, S.T.[Shu-Tao],
Texture-aware total variation-based removal of sun glint in hyperspectral images,
PandRS(166), 2020, pp. 359-372.
Elsevier DOI 2007
Hyperspectral image, Sun glint removal, Texture-aware total variation BibRef

Barbu, A.[Andrei], Banda, D.[Dalitso], Katz, B.[Boris],
Deep video-to-video transformations for accessibility with an application to photosensitivity,
PRL(137), 2020, pp. 99-107.
Elsevier DOI 2008
Transform visual environment to make it more accessible -- e.g. flashes that may cause seizures. Photosensitivity, Accessibility, Video-to-video transformation BibRef

Kobayashi, Y.[Yoshie], Morimoto, T.[Tetsuro], Sato, I.[Imari], Mukaigawa, Y.[Yasuhiro], Tomono, T.[Takao], Ikeuchi, K.[Katsushi],
Reconstruction of Geometric and Optical Parameters of Non-Planar Objects with Thin Film,
PAMI(43), No. 2, February 2021, pp. 638-651.
IEEE DOI 2101
BibRef
Earlier:
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
Refractive index, Optical films, Optical refraction, Optical variables control, Optical reflection, Interference, thickness. Film reflectance. BibRef

Islam, M.N.[Md Nazrul], Tahtali, M.[Murat], Pickering, M.R.[Mark R.],
Specular Reflection Detection and Inpainting in Transparent Object through MSPLFI,
RS(13), No. 3, 2021, pp. xx-yy.
DOI Link 2102
BibRef

Kang, H.[Hosun], Hwang, D.[Dokyung], Lee, J.M.[Jang-Myung],
Specular highlight region restoration using image clustering and inpainting,
JVCIR(77), 2021, pp. 103106.
Elsevier DOI 2106
Specular highlight detection, Highlight identification, Pixel analysis, Pixel clustering, Image inpainting BibRef

Wen, S.[Sijia], Zheng, Y.Q.[Yin-Qiang], Lu, F.[Feng],
Polarization Guided Specular Reflection Separation,
IP(30), 2021, pp. 7280-7291.
IEEE DOI 2108
Image color analysis, Lighting, Analytical models, Reflection, Optimization, Colored noise, Task analysis, ADMM strategy BibRef

Wu, Z.Q.[Zhong-Qi], Zhuang, C.Q.[Chuan-Qing], Shi, J.[Jian], Guo, J.W.[Jian-Wei], Xiao, J.[Jun], Zhang, X.P.[Xiao-Peng], Yan, D.M.[Dong-Ming],
Single-Image Specular Highlight Removal via Real-World Dataset Construction,
MultMed(24), 2022, pp. 3782-3793.
IEEE DOI 2208
Lighting, Image color analysis, Training, Task analysis, Light sources, Color, Estimation, Specular highlight removal, deep learning BibRef

Hu, G.W.[Guang-Wei], Zheng, Y.F.[Yuan-Feng], Yan, H.R.[Hao-Ran], Hua, G.[Guang], Yan, Y.C.[Yu-Chen],
Mask-guided cycle-GAN for specular highlight removal,
PRL(161), 2022, pp. 108-114.
Elsevier DOI 2209
Specular highlight removal, Non-negative matrix factorization, Unpaired data, Cycle-GAN BibRef

Fell, F.[Frank],
A Contrast Minimization Approach to Remove Sun Glint in Landsat 8 Imagery,
RS(14), No. 18, 2022, pp. xx-yy.
DOI Link 2209
BibRef

Liu, W.[Wei], Liu, Q.[Qiong], Yang, J.[Jing], Chen, Y.F.[Ya-Fan],
Glints Detection in Noisy Images Using Graph Matching,
HMS(53), No. 1, February 2023, pp. 113-121.
IEEE DOI 2301
Estimation, Noise measurement, Pupils, Predictive models, Prediction algorithms, Optimization, Light sources, Kuhn-Munkras (KM) algorithm BibRef

Le, T.V.[The Van], Choi, Y.H.[Yong-Ho], Lee, J.Y.[Jin Young],
Specular Detection and Rendering for Immersive Multimedia,
MultMedMag(30), No. 2, April 2023, pp. 38-47.
IEEE DOI 2307
Rendering (computer graphics), Transform coding, Feature extraction, Streaming media, Geometry, Deep learning, Multimedia systems BibRef

Qiu, K.[Kebin], Shen, J.J.[Jia-Jia], Chen, W.G.[Wei-Guo], Zhang, J.[Jiahui],
Effectiveness of specularity removal from hyperspectral images in the colour spectral measurement of wool fibres,
IET-IPR(17), No. 11, 2023, pp. 3143-3152.
DOI Link 2310
hyperspectral image, lightness dissimilarity, specular-constrained sparse approximation, wool fibre BibRef

Ramirez, P.Z.[Pierluigi Zama], Costanzino, A.[Alex], Tosi, F.[Fabio], Poggi, M.[Matteo], Salti, S.[Samuele], Mattoccia, S.[Stefano], Stefano, L.D.[Luigi Di],
Booster: A Benchmark for Depth From Images of Specular and Transparent Surfaces,
PAMI(46), No. 1, January 2024, pp. 85-102.
IEEE DOI 2312
BibRef

Fu, G.[Gang], Zhang, Q.[Qing], Zhu, L.[Lei], Lin, Q.F.[Qi-Feng], Wang, Y.H.[Yi-Hao], Fan, S.Y.[Si-Yuan], Xiao, C.X.[Chun-Xia],
Towards High-Resolution Specular Highlight Detection,
IJCV(132), No. 1, January 2024, pp. 95-117.
Springer DOI 2402
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Li, P.Y.[Peng-Yue], Li, X.L.[Xiao-Lan], Li, W.T.[Wen-Tao], Xu, X.Y.[Xin-Ying],
Contrastive Semi-Supervised Learning for Image Highlight Removal,
SPLetters(31), 2024, pp. 1334-1338.
IEEE DOI 2405
Convolution, Image restoration, Visualization, Transformers, Semisupervised learning, Task analysis, Feature extraction, semi-supervised learning BibRef

Ramirez, P.Z.[Pierluigi Zama], Tosi, F.[Fabio], di Stefano, L.[Luigi], Timofte, R.[Radu], Costanzino, A.[Alex], Poggi, M.[Matteo], Salti, S.[Samuele], Mattoccia, S.[Stefano], Zhang, Y.Y.[Yang-Yang], Wu, C.[Cailin], He, Z.D.[Zhuang-Da], Yin, S.S.[Shuang-Shuang], Dong, J.X.[Jia-Xu], Liu, Y.C.X.[Yang-Chen-Xu], Jiang, H.[Hao], Shi, J.[Jun], A, Y.[Yong], Jin, Y.X.[Yi-Xiang], Li, D.Z.[Ding-Zhe], Ke, B.X.[Bing-Xin], Obukhov, A.[Anton], Wang, T.[Tinafu], Metzger, N.[Nando], Huang, S.[Shengyu], Schindler, K.[Konrad], Huang, Y.C.[Ya-Chuan], Li, J.Q.[Jia-Qi], Zhang, J.[Junrui], Wang, Y.[Yiran], Huang, Z.[Zihao], Liu, T.Q.[Tian-Qi], Cao, Z.G.[Zhi-Guo], Li, P.Z.[Peng-Zhi], Wang, J.L.[Jui-Lin], Zhu, W.J.[Wen-Jie], Geng, H.[Hui], Zhang, Y.X.[Yu-Xin], Lan, L.[Long], Xu, K.[Kele], Sun, T.[Tao], Xu, Q.[Qisheng], Saini, S.[Sourav], Gupta, A.[Aashray], Mistry, S.K.[Sahaj K.], Shukla, A.[Aryan], Jakhetiya, V.[Vinit], Jaiswal, S.I.[Sun-Il], Sun, Y.J.[Yue-Jin], Zheng, Z.[Zhuofan], Ning, Y.[Yi], Cheng, J.H.[Jen-Hao], Liu, H.I.[Hou-I], Huang, H.W.[Hsiang-Wei], Yang, C.Y.[Cheng-Yen], Jiang, Z.Y.[Zhong-Yu], Peng, Y.H.[Yi-Hao], Huang, A.[Aishi], Hwang, J.N.[Jenq-Neng],
NTIRE 2024 Challenge on HR Depth from Images of Specular and Transparent Surfaces,
NTIRE24(6499-6512)
IEEE DOI 2410
Computational modeling, Estimation, Image restoration, depth estimation, challenge BibRef

Iwaguchi, T.[Takafumi], Kubo, H.[Hiroyuki], Kawasaki, H.[Hiroshi],
Specular Object Reconstruction Behind Frosted Glass by Differentiable Rendering,
WACV24(4035-4044)
IEEE DOI 2404
Shape, Glass, Rendering (computer graphics), Optical imaging, Reflection, Computational efficiency, Algorithms, 3D computer vision BibRef

Qin, J.Y.[Jiang-Ying], Li, M.[Ming], Zhao, J.[Jie], Zhong, J.G.[Jia-Geng], Zhang, H.Q.[Han-Qi],
Revolutionize the Oceanic Drone RGB Imagery with Pioneering Sun Glint Detection and Removal Techniques,
WACV24(8311-8320)
IEEE DOI 2404
Pipelines, Sea measurements, Image restoration, Optical sensors, Sun, Task analysis, Remote sensing, Applications, Remote Sensing, Environmental monitoring / climate change / ecology BibRef

Hachiya, H.[Hirotaka], Yoshimura, Y.[Yuto],
Combining Static Specular Flow and Highlight with Deep Features for Specular Surface Detection,
MVA23(1-5)
DOI Link 2403
Adaptation models, Shape, Machine vision, Education, Feature extraction, Robot sensing systems, Production facilities BibRef

Ramirez, P.Z.[Pierluigi Zama], Tosi, F.[Fabio], di Stefano, L.[Luigi], Timofte, R.[Radu], Costanzino, A.[Alex], Poggi, M.[Matteo], Salti, S.[Samuele], Mattoccia, S.[Stefano], Shi, J.[Jun], Zhang, D.[Dafeng], Yong, A., Jin, Y.X.[Yi-Xiang], Li, D.Z.[Ding-Zhe], Li, C.[Chao], Liu, Z.W.[Zhi-Wen], Zhang, Q.[Qi], Wang, Y.X.[Yi-Xing], Yin, S.[Shi],
NTIRE 2023 Challenge on HR Depth from Images of Specular and Transparent Surfaces,
NTIRE23(1384-1395)
IEEE DOI 2309
BibRef

Langer, M.S.[Michael S.], Bourque, D.[David],
Specular Streaks in Stereo,
ICPR22(3779-3785)
IEEE DOI 2212
Light source illuminates a horizontal shiny ground plane at an oblique angle. Car headlights. Solid modeling, Machine vision, Snow, Observers, Reflection BibRef

Lahiri, A.[Avisek], Ke, J.J.[Jun-Jie], Vlasic, D.[Daniel], Yao, X.W.[Xin-Wei], Yu, T.[Tianli], Yang, F.[Feng],
Identifying Document Images with Glare Using Global and Localized Feature Fusion,
ICIP22(756-760)
IEEE DOI 2211
Training, Deep learning, Image segmentation, Adaptation models, Pipelines, Neural networks, Feature extraction, Feature Fusion BibRef

Elkhouly, M.D.[Mohamed Dahy], Tsesmelis, T.[Theodore], del Bue, A.[Alessio], James, S.[Stuart],
Lights: Light Specularity Dataset for Specular Detection In Multi-View,
ICIP21(2908-2912)
IEEE DOI 2201
Training, Image processing, Transportation, Lighting, Task analysis, Faces, Specular-highlights, Multi-view, Dataset, Face-based specular detection BibRef

Tan, J.Q.[Jia-Qi], Lin, W.J.[Wei-Jie], Chang, A.X.[Angel X.], Savva, M.[Manolis],
Mirror3D: Depth Refinement for Mirror Surfaces,
CVPR21(15985-15994)
IEEE DOI 2111
Surface reconstruction, Estimation, Computer architecture, Sensors BibRef

Fu, G.[Gang], Zhang, Q.[Qing], Zhu, L.[Lei], Li, P.[Ping], Xiao, C.X.[Chun-Xia],
A Multi-Task Network for Joint Specular Highlight Detection and Removal,
CVPR21(7748-7757)
IEEE DOI 2111
Training, Image color analysis, Training data, Lighting, Estimation, Feature extraction, Reflection BibRef

Wu, S.H.[Shi-Hao], Huang, H.[Hui], Portenier, T.[Tiziano], Sela, M.[Matan], Cohen-Or, D.[Daniel], Kimmel, R.[Ron], Zwicker, M.[Matthias],
Specular-to-Diffuse Translation for Multi-view Reconstruction,
ECCV18(II: 193-211).
Springer DOI 1810
BibRef

Guo, J.[Jie], Zhou, Z.J.[Zuo-Jian], Wang, L.M.[Li-Min],
Single Image Highlight Removal with a Sparse and Low-Rank Reflection Model,
ECCV18(II: 282-298).
Springer DOI 1810
BibRef

Yi, R.J.[Ren-Jiao], Zhu, C.Y.[Chen-Yang], Tan, P.[Ping], Lin, S.[Stephen],
Faces as Lighting Probes via Unsupervised Deep Highlight Extraction,
ECCV18(IX: 321-338).
Springer DOI 1810
BibRef

Eaton, G., Busch, A., Bartels, R., Gao, Y.,
A Method to Create Stable Lighting and Remove Specular Reflections for Vision Systems,
DICTA17(1-6)
IEEE DOI 1804
automatic optical inspection, food products, image colour analysis, production engineering computing, Testing BibRef

Takechi, K., Okabe, T.,
Diffuse-specular separation of multi-view images under varying illumination,
ICIP17(2632-2636)
IEEE DOI 1803
Cameras, Image color analysis, Lenses, Light sources, Matrix decomposition, Microoptics, Tensile stress, reflectance separation BibRef

Li, C., Lin, S., Zhou, K., Ikeuchi, K.,
Specular Highlight Removal in Facial Images,
CVPR17(2780-2789)
IEEE DOI 1711
Calibration, Cameras, Estimation, Image color analysis, Lighting, Pigments, Skin 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
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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

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

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

Imai, F.H.[Francisco H.],
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CCIW13(35-52).
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Visentini-Scarzanella, M.[Marco], Stoyanov, D.[Danail], Yang, G.Z.[Guang-Zhong],
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ICIP12(25-28).
IEEE DOI 1302
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Koreban, F., Schechner, Y.Y.,
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ICCP09(1-8).
IEEE DOI 1208
Stray light from lens reflections. In shape of aperature. BibRef

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Sills, K.[Ken], Capson, D.[David], Bone, G.[Gary],
Specular-Reduced Imaging for Inspection of Machined Surfaces,
CRV12(361-368).
IEEE DOI 1207
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Gu, L.[Lin], Robles-Kelly, A.,
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Liu, M.M.[Miao-Miao], Wong, K.Y.K.[Kwan-Yee K.], Dai, Z.W.[Zhen-Wen], Chen, Z.[Zhihu],
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IEEE DOI 1201
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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
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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,
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Springer DOI 1011
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Adelson, E.H.[Edward H.], Torralba, A.B.[Antonio B.], Fleming, R.W.[Roland W.],
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Specular surface reconstruction from sparse reflection correspondences,
CVPR10(1245-1252).
IEEE DOI 1006
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Chang, J.Y.[Ju Yong], Raskar, R.[Ramesh], Agrawal, A.[Amit],
3D pose estimation and segmentation using specular cues,
CVPR09(1706-1713).
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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
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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
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Huang, L.[Lei], Iwahori, Y.J.[Yu-Ji], Wang, A.[Aili], Bhuyan, M.K.,
3D Shape from SEM Image Using Improved Fast Marching Method,
ACIVS17(735-747).
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Iwahori, Y.J.[Yu-Ji], Nakagawa, T.[Takashi], Woodham, R.J.[Robert J.], Fukui, S.[Shinji], Kawanaka, H.[Haruki],
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ICPR08(1-4).
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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).
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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).
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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
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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
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Angelopoulou, E.[Elli],
Specular Highlight Detection Based on the Fresnel Reflection Coefficient,
ICCV07(1-8).
IEEE DOI 0710
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del Pozo, A.[Andrey], Savarese, S.[Silvio],
Detecting Specular Surfaces on Natural Images,
CVPR07(1-8).
IEEE DOI 0706
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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
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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
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Zhang, X.Z.[Xiao-Zheng], Gao, Y.S.[Yong-Sheng],
Width Distributions for Shape Description,
DICTA11(597-601).
IEEE DOI 1205
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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
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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
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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).
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Maki, A.[Atsuto], Cipolla, R.[Roberto],
Obtaining the Shape of a Moving Object with a Specular Surface,
BMVC09(xx-yy).
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Maki, A.[Atsuto],
3D Surface Reconstruction of a Moving Object in the Presence of Specular Reflection,
CIAP05(867-875).
Springer DOI 0509
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Shirdhonkar, S.[Sameer], Jacobs, D.W.[David W.],
Non-Negative Lighting and Specular Object Recognition,
ICCV05(II: 1323-1330).
IEEE DOI 0510
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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).
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Ortiz, F.[Francisco],
Gaussian Noise Removal by Color Morphology and Polar Color Models,
ICIAR06(I: 163-172).
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Solem, J.E.[Jan Erik], Aanæs, H.[Henrik], Heyden, A.[Anders],
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3DPVT04(26-33).
IEEE DOI 0412
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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
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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
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Bonfort, T.[Thomas], Sturm, P.F.[Peter F.], Gargallo, P.[Pau],
General Specular Surface Triangulation,
ACCV06(II:872-881).
Springer DOI 0601
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Bonfort, T., Sturm, P.F.,
Voxel carving for specular surfaces,
ICCV03(591-596).
IEEE DOI 0311
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Savarese, S., Chen, M.[Min], Perona, P.,
Second order local analysis for 3D reconstruction of specular surfaces,
3DPVT02(356-361).
IEEE DOI 0206
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Savarese, S., Perona, P.,
Local Analysis for 3D Reconstruction of Specular Surfaces: Part II,
ECCV02(II: 759 ff.).
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Earlier:
Local Analysis for 3D Reconstruction of Specular Surfaces,
CVPR01(II:738-745).
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Geometry of curved mirror surface to distortions in the scene that it reflects. BibRef

Lin, S.[Stephen], Lee, S.W.[Sang W.],
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Lin, S.,
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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.,
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ICCV99(855-860).
IEEE DOI
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CAIP93(428-435).
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Shape from Shading via the Fusion of Specular and Lambertian Image Components,
ICPR90(I: 88-92).
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Ray, R.,
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CVPR89(588-596).
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Park, J.S., and Tou, J.T.,
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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 .