4.11.4 Polarization Effects, Polarized Light

Torrance, K.E., Sparrow, E.M., and Birkebak, R.C.,
Polarization, Direction Distribution, and Off-Specular Peak Phenomena in Light Reflected from Roughened Surfaces,
JOSA(56), No. 7, 1966, pp. 916-925. (
See also Theory for Off-Specular Reflection from Roughened Surfacesw. ) BibRef 6600

Wolff, L.B.,
Polarization-Based Material Classification from Specular Reflection,
PAMI(12), No. 11, November 1990, pp. 1059-1071.
IEEE DOI BibRef 9011
Earlier:
Material Classification and Separation of Reflection Components Using Polarization Radiometric Information,
DARPA89(232-244). BibRef
And:
Using Polarization to Separate Reflection Components,
CVPR89(363-369).
IEEE DOI BibRef
And: Add: Boult, T.E.,
Polarization/Radiometric Based Material Classification,
CVPR89(387-395).
IEEE DOI Polarization. This is not so much color as it is analysis of light and surface structures as used by color researchers. BibRef

Wolff, L.B.,
Polarization Camera For Computer Vision With A Beam Splitter,
JOSA-A(11), No. 11, November 1994, pp. 2935-2945. BibRef 9411

Wolff, L.B.[Lawrence B.], Andreou, A.G.[Andreas G.],
Polarization Camera Sensors,
IVC(13), No. 6, August 1995, pp. 497-510.
Elsevier DOI Designs for polarization camera. BibRef 9508

Wolff, L.B.,
Applications of Polarization Camera Technology,
IEEE_EXPERT(10), No. 5, October 1995, pp. 30-38. BibRef 9510

Chen, H.[Hua], Wolff, L.B.[Lawrence B.],
Polarization Phase Based Method for Material Classification in Computer Vision,
IJCV(28), No. 1, June 1998, pp. 73-83.
DOI Link 9807
BibRef
Earlier:
Polarization Phase-Based Method for Material Classification and Object Recognition in Computer Vision,
CVPR96(128-135).
IEEE DOI BibRef
And: ARPA96(1297-1304). Works on metallic objects. BibRef

Wolff, L.B.,
Reflectance Modeling for Object Recognition and Detection in Outdoor Scenes,
ARPA96(799-804). BibRef 9600

Wolff, L.B.[Lawrence B.],
Advances in Polarization Vision,
ARPA94(I:605-615). BibRef 9400

Wolff, L.B.,
Scene Understanding from Propagation and Consistency of Polarization-Based Constraints,
CVPR94(1000-1005).
IEEE DOI BibRef 9400

Cronin, T.W., Shashar, N., Wolff, L.,
Portable Imaging Polarimeters,
ICPR94(A:606-609).
IEEE DOI BibRef 9400

Wolff, L.B., Mancini, T.A.,
Liquid Crystal Polarization Camera,
WACV92(120-127).
IEEE DOI BibRef 9200

Wolff, L.B.,
Polarization Camera Technology,
DARPA93(1031-1036). Building a polarization sensor for better material classification. BibRef 9300

Wolff, L.B.,
Shape from Polarization Images,
CVWS87(79-85). Polarization. Given polarization of incident and reflected light, the orientation can be computed. BibRef 8700

Wolff, L.B., and Boult, T.E.,
Constraining Object Features Using a Polarization Reflectance Model,
PAMI(13), No. 7, July 1991, pp. 635-657.
IEEE DOI Distinguish between materials based on polarized light. BibRef 9107

Wolff, L.B.,
Spectral and Polarization Stereo Methods Using a Single Light Source,
ICCV87(708-715). BibRef 8700
And: DARPA87(810-820). BibRef

Nayar, S.K., Fang, X.S., Boult, T.E.,
Separation of Reflection Components Using Color and Polarization,
IJCV(21), No. 3, February 1997, pp. 163-186.
DOI Link 9704
BibRef
Earlier: DARPA93(1049-1060). BibRef
And:
Removal of Specularities Using Color and Polarization,
CVPR93(583-590).
IEEE DOI BibRef

Jones, B.F., and Fairney, P.T.,
Recognition of Shiny Dielectric Objects by Analyzing the Polarization of Reflected Light,
IVC(7), No. 4, November 1989, pp. 253-258.
Elsevier DOI BibRef 8911

Demos, S.G., Alfano, R.R.,
Optical Polarization Imaging,
AppOpt(36), No. 1, January 1 1997, pp. 150-155. 9702
BibRef

Wolff, L.B.[Lawrence B.],
Polarization Vision: A New Sensory Approach to Image Understanding,
IVC(15), No. 2, February 1997, pp. 81-93.
Elsevier DOI 9702
BibRef

Clark, J.[James], Trucco, E.[Emanuele], Wolff, L.B.[Lawrence B.],
Using Light Polarization in Laser-Scanning,
IVC(15), No. 2, February 1997, pp. 107-117.
Elsevier DOI 9702
BibRef
Earlier: A1, A2, Change A3: Cheung, H.F., BMVC95(xx-yy).
PDF File. 9509
BibRef

Clark, J., Trucco, E., Cheung, H.F.,
Polarization Based Removal of Spurious Inter-Reflections in Active Ranging,
PBMCV95(SESSION 6) BibRef 9500

Lin, S., Lee, S.W.[Sang Wook],
Detection of Specularity Using Stereo in Color and Polarization Space,
CVIU(65), No. 2, February 1997, pp. 336-346.
DOI Link 9704
BibRef
Earlier: ICPR96(I: 263-267).
IEEE DOI 9608
(Univ. of Michigan, USA) BibRef

Shashar, N., and Cronin, T.W.,
Polarization Contrast Vision in Octopus,
JEB(199), No. 4, 1996, pp. 999-1004.
HTML Version. BibRef 9600

Shashar, N., Rutledge, P.S., and Cronin, T.W.,
Polarization Vision in Cuttlefish: A Concealed Communication Channel,
JEB(199), No. 9, 1996, pp. 999-1004.
HTML Version. BibRef 9600

Wallace, A.M., Liang, B., Trucco, E., Clark, J.,
Improving Depth Image Acquisition Using Polarized Light,
IJCV(32), No. 2, September 1999, pp. 87-109.
DOI Link BibRef 9909

Clark, J., Trucco, E., Cheung, H.F.,
Improving Laser Triangulation Sensors Using Polarization,
ICCV95(981-986).
IEEE DOI BibRef 9500

Liang, B., Wallace, A.M., and Trucco, E.,
Measurement Errors in Polarization Vision Systems,
BMVC96(Poster Session 1). 9608
Heriot-Watt University BibRef

Gan, X., Schilders, S.P., Gu, M.[Min],
Image enhancement through turbid media under a microscope by use of polarization gating methods,
JOSA-A(16), No. 9, September 1999, pp. 2177-2184. BibRef 9909

Bozhevolnyi, S.I.[Sergey I.], Xiao, M.F.[Mu-Fei], Hvam, J.M.[Jørn M.],
Polarization-resolved imaging with a reflection near-field optical microscope,
JOSA-A(16), No. 11, November 1999, pp. 2649-2657. BibRef 9911

Umeyama, S.[Shinji], Godin, G.[Guy],
Separation of diffuse and specular components of surface reflection by use of polarization and statistical analysis of images,
PAMI(26), No. 5, May 2004, pp. 639-647.
IEEE Abstract. 0404
Shape from Specularity. Specular tends to be brighter and polarized, diffuse not. Viewing through rotating polarizer results in constant diffuse image and varying specular. BibRef

Réfrégier, P.[Philippe], Goudail, F.[François], Roux, N.[Nicolas],
Estimation of the degree of polarization in active coherent imagery by using the natural representation,
JOSA-A(21), No. 12, December 2004, pp. 2292-2300.
WWW Link. 0501
BibRef

Atkinson, G.A.[Gary A.], Hancock, E.R.[Edwin R.],
Recovery of Surface Orientation From Diffuse Polarization,
IP(15), No. 6, June 2006, pp. 1653-1664.
IEEE DOI 0606
BibRef
Earlier:
Earlier:
Shape from Diffuse Polarisation,
BMVC04(xx-yy).
HTML Version. 0508
BibRef
And:
Recovery of Surface Height from Diffuse Polarisation,
ICIAR04(I: 621-628).
Springer DOI 0409
BibRef

Atkinson, G.A.[Gary A.],
Polarisation photometric stereo,
CVIU(160), No. 1, 2017, pp. 158-167.
Elsevier DOI 1706
BibRef
And:
Two-Source Surface Reconstruction Using Polarisation,
SCIA17(II: 123-135).
Springer DOI 1706
Polarisation BibRef

Atkinson, G.A.[Gary A.], Hancock, E.R.[Edwin R.],
Shape Estimation Using Polarization and Shading from Two Views,
PAMI(29), No. 11, November 2007, pp. 2001-2017.
IEEE DOI 0711
BibRef
Earlier:
Multi-View Surface Reconstruction Using Polarization,
ICCV05(I: 309-316).
IEEE DOI 0510
BibRef
And:
Recovery of Surface Height Using Polarization from Two Views,
CAIP05(162).
Springer DOI 0509
BibRef

Atkinson, G.A.[Gary A.], Hancock, E.R.[Edwin R.],
Two-dimensional BRDF estimation from polarisation,
CVIU(111), No. 2, August 2008, pp. 126-141.
Elsevier DOI 0808
BibRef
Earlier:
Robust Estimation of Reflectance Functions from Polarization,
IbPRIA07(II: 363-371).
Springer DOI 0706
BibRef
And:
Surface Reconstruction Using Polarization and Photometric Stereo,
CAIP07(466-473).
Springer DOI 0708
BibRef
Earlier:
Polarization-based Surface Reconstruction via Patch Matching,
CVPR06(I: 495-502).
IEEE DOI 0606
BRDF, Polarisation, Photometric stereo BibRef

Zhang, L.[Lichi], Hancock, E.R.[Edwin R.], Wu, J.[Jing],
Estimating Surface Characteristics and Extracting Features from Polarisation,
SSSPR12(400-408).
Springer DOI 1211
BibRef

Zhang, L.[Lichi], Hancock, E.R.[Edwin R.],
Robust estimation of shape and polarisation using blind source separation,
PRL(34), No. 8, June 2013, pp. 856-862.
Elsevier DOI 1305
BibRef
Earlier:
Robust Shape and Polarisation Estimation Using Blind Source Separation,
CAIP11(I: 178-185).
Springer DOI 1109
BibRef
And:
A comprehensive polarisation model for surface orientation recovery,
ICPR12(3791-3794).
WWW Link. 1302
BibRef
And:
Simultaneous reflectance estimation and surface shape recovery using polarisation,
ICPR12(1876-1879).
WWW Link. 1302
Polarisation, Blind source separation, Singular vector decomposition; Shape estimation, Refractive index BibRef

Zhang, L.[Lichi], Hancock, E.R.[Edwin R.], Atkinson, G.A.[Gary A.],
Reflection Component Separation Using Statistical Analysis and Polarisation,
IbPRIA11(476-483).
Springer DOI 1106
BibRef

Saman, G.[Gule], Hancock, E.R.[Edwin R.],
Robust Computation of the Polarisation Image,
ICPR10(971-974).
IEEE DOI 1008
BibRef

Subramaniam, N.[Nitya], Saman, G.[Gule], Hancock, E.R.[Edwin R.],
Natural Material Segmentation and Classification Using Polarisation,
IbPRIA11(468-475).
Springer DOI 1106
BibRef

Cula, O.G.[Oana G.], Dana, K.J.[Kristin J.], Pai, D.K.[Dinesh K.], Wang, D.S.[Dong-Sheng],
Polarization Multiplexing and Demultiplexing for Appearance-Based Modeling,
PAMI(29), No. 2, February 2007, pp. 362-367.
IEEE DOI 0701
BibRef
Earlier:
Polarization Multiplexing for Bidirectional Imaging,
CVPR05(II: 1116-1123).
IEEE DOI 0507
Separate different light sources using polarization information. BibRef

Nakajima, N.[Nobuharu],
Lensless coherent imaging by a deterministic phase retrieval method with an aperture-array filter,
JOSA-A(25), No. 3, March 2008, pp. 742-750.
WWW Link. 0804
BibRef

Nakajima, N.[Nobuharu],
Phase retrieval from a high-numerical-aperture intensity distribution by use of an aperture-array filter,
JOSA-A(26), No. 10, October 2009, pp. 2172-2180.
WWW Link. 0910
BibRef

Bahar, E.[Ezekiel],
Comparison of polarimetric techniques for the identification of biological and chemical materials using Mueller matrices, lateral waves, and surface waves,
JOSA-A(28), No. 10, October 2011, pp. 2139-2147.
WWW Link. 1110
BibRef

O'Brien, D.M., Polonsky, I., O'Dell, C., Kuze, A., Kikuchi, N., Yoshida, Y., Natraj, V.,
Testing the Polarization Model for TANSO-FTS on GOSAT Against Clear-Sky Observations of Sun Glint Over the Ocean,
GeoRS(51), No. 12, 2013, pp. 5199-5209.
IEEE DOI 1312
Fourier transform spectra BibRef

York, T., Powell, S.B., Gao, S., Kahan, L., Charanya, T., Saha, D., Roberts, N.W., Cronin, T.W., Marshall, J., Achilefu, S., Lake, S.P., Raman, B., Gruev, V.,
Bioinspired Polarization Imaging Sensors: From Circuits and Optics to Signal Processing Algorithms and Biomedical Applications,
PIEEE(102), No. 10, October 2014, pp. 1450-1469.
IEEE DOI 1410
CMOS image sensors BibRef

Zhang, M.L.[Mi-Lin], Wu, X.T.[Xiao-Tie], Cui, N.[Nan], Engheta, N., van der Spiegel, J.,
Bioinspired Focal-Plane Polarization Image Sensor Design: From Application to Implementation,
PIEEE(102), No. 10, October 2014, pp. 1435-1449.
IEEE DOI 1410
CMOS image sensors BibRef

Roberts, N.W., How, M.J., Porter, M.L., Temple, S.E., Caldwell, R.L., Powell, S.B., Gruev, V., Marshall, N.J., Cronin, T.W.,
Animal Polarization Imaging and Implications for Optical Processing,
PIEEE(102), No. 10, October 2014, pp. 1427-1434.
IEEE DOI 1410
bio-optics BibRef

Fu, C.[Chen], Arguello, H.[Henry], Sadler, B.M.[Brian M.], Arce, G.R.[Gonzalo R.],
Compressive spectral polarization imaging by a pixelized polarizer and colored patterned detector,
JOSA-A(32), No. 11, November 2015, pp. 2178-2188.
DOI Link 1512
Imaging systems BibRef

Lukashin, C., Jin, Z.[Zhonghai], Kopp, G., MacDonnell, D.G., Thome, K.,
CLARREO Reflected Solar Spectrometer: Restrictions for Instrument Sensitivity to Polarization,
GeoRS(53), No. 12, December 2015, pp. 6703-6709.
IEEE DOI 1512
atmospheric measuring apparatus BibRef

Goudail, F.[Francois], Boffety, M.[Matthieu],
Optimal configuration of static polarization imagers for target detection,
JOSA-A(33), No. 1, January 2016, pp. 9-16.
DOI Link 1601
BibRef
And: Erratum: JOSA-A(33), No. 9, September 2016, pp. 1812-1813.
DOI Link 1609
Image processing, Polarimetric imaging BibRef

Goudail, F.[Francois], Boffety, M.[Matthieu], Roussel, S.[Stephane],
Optimal configuration of static Mueller imagers for target detection,
JOSA-A(34), No. 6, June 2017, pp. 1054-1062.
DOI Link 1706
Image processing, Polarimetric, imaging BibRef

Liu, F.[Fei], Shao, X.P.[Xiao-Peng], Gao, Y.[Ying], Bin, X.L.[Xiang-Li], Han, P.L.[Ping-Li], Li, G.[Guo],
Polarization characteristics of objects in long-wave infrared range,
JOSA-A(33), No. 2, February 2016, pp. 237-243.
DOI Link 1602
Polarization, Thermal emission BibRef

He, X., Pan, D., Bai, Y., Mao, Z., Wang, T., Hao, Z.,
A Practical Method for On-Orbit Estimation of Polarization Response of Satellite Ocean Color Sensor,
GeoRS(54), No. 4, April 2016, pp. 1967-1976.
IEEE DOI 1604
Aerosols BibRef

Zhou, G.H.[Guan-Hua], Wang, J.W.[Ji-Wen], Xu, W.J.[Wu-Jian], Zhang, K.[Kai], Ma, Z.Q.[Zhong-Qi],
Polarization Patterns of Transmitted Celestial Light under Wavy Water Surfaces,
RS(9), No. 4, 2017, pp. xx-yy.
DOI Link 1705
BibRef

Sun, Z., Wu, D., Lv, Y., Zhao, Y.,
Bidirectional Polarized Reflectance Factors of Vegetation Covers: Influence on the BRF Models Results,
GeoRS(55), No. 10, October 2017, pp. 5687-5701.
IEEE DOI 1710
remote sensing, vegetation, BRF model, planophile vegetation cover, specular reflectance factor, BibRef

Kadambi, A.[Achuta], Taamazyan, V.[Vage], Shi, B.X.[Bo-Xin], Raskar, R.[Ramesh],
Depth Sensing Using Geometrically Constrained Polarization Normals,
IJCV(125), No. 1-3, December 2018, pp. 34-51.
Springer DOI 1711
BibRef
Earlier:
Polarized 3D: High-Quality Depth Sensing with Polarization Cues,
ICCV15(3370-3378)
IEEE DOI 1602
Recover 3D geometry from polarimetric reflected light. Azimuth BibRef

Atkinson, G.A.[Gary A.], Ernst, J.D.[Jürgen D.],
High-sensitivity analysis of polarization by surface reflection,
MVA(29), No. 7, October 2018, pp. 1171-1189.
WWW Link. 1810
BibRef

Zhang, J.H.[Jing-Hua], Zhang, Y.[Yan], Shi, Z.G.[Zhi-Guang],
Enhancement of dim targets in a sea background based on long-wave infrared polarisation features,
IET-IPR(12), No. 11, November 2018, pp. 2042-2050.
DOI Link 1810
BibRef

Bradley, C.L., Diner, D.J., Xu, F., Kupinski, M., Chipman, R.A.,
Spectral Invariance Hypothesis Study of Polarized Reflectance With the Ground-Based Multiangle Spectro-Polarimetric Imager,
GeoRS(57), No. 10, October 2019, pp. 8191-8207.
IEEE DOI 1910
crops, geophysical equipment, light polarisation, light scattering, polarimetry, reflectivity, regression analysis, remote sensing, polarized reflection of vegetation BibRef

Smith, W.A.P.[William A. P.], Ramamoorthi, R.[Ravi], Tozza, S.[Silvia],
Height-from-Polarisation with Unknown Lighting or Albedo,
PAMI(41), No. 12, December 2019, pp. 2875-2888.
IEEE DOI 1911
Lighting, Light sources, Refractive index, Surface reconstruction, Solid modeling, Estimation, Polarisation, shape-from-x, albedo estimation BibRef

Tozza, S.[Silvia], Zhu, D.Z.[Di-Zhong], Smith, W.A.P.[William A. P.], Ramamoorthi, R.[Ravi], Hancock, E.R.[Edwin R.],
Uncalibrated, Two Source Photo-Polarimetric Stereo,
PAMI(44), No. 9, September 2022, pp. 5747-5760.
IEEE DOI 2208
BibRef
Earlier: A1, A3, A2, A4, A5:
Linear Differential Constraints for Photo-Polarimetric Height Estimation,
ICCV17(2298-2306)
IEEE DOI 1802
Estimation, Lighting, Shape, Refractive index, Light sources, Image color analysis, Cameras, Polarisation, shape-from-x, photometric stereo. image reconstruction, least squares approximations, partial differential equations, photometry, polarimetry, Shape BibRef

Eyraud, C., Saleh, H., Geffrin, J.M.,
Influence of the description of the scattering matrix on permittivity reconstruction with a quantitative imaging procedure: polarization effects,
JOSA-A(36), No. 2, February 2019, pp. 234-244.
DOI Link 1912
Circular polarization, Forward scattering, In field scattering, Multiple scattering, Optical coherence tomography, Synthetic aperture radar BibRef

Liu, S.Y.[Si-Yuan], Lin, Y.[Yi], Yan, L.[Lei], Yang, B.[Bin],
Modeling Bidirectional Polarization Distribution Function of Land Surfaces Using Machine Learning Techniques,
RS(12), No. 23, 2020, pp. xx-yy.
DOI Link 2012
BibRef

Shen, Y.X.[Yuan-Xing], Chen, B.[Binguo], He, C.[Chao], He, H.H.[Hong-Hui], Guo, J.[Jun], Wu, J.[Jian], Elson, D.S.[Daniel S.], Ma, H.[Hui],
Polarization Aberrations in High-Numerical-Aperture Lens Systems and Their Effects on Vectorial-Information Sensing,
RS(14), No. 8, 2022, pp. xx-yy.
DOI Link 2205
BibRef

Yan, L.[Lei], Li, Y.F.[Yan-Fei], Chen, W.[Wei], Lin, Y.[Yi], Zhang, F.Z.[Fei-Zhou], Wu, T.[Taixia], Peltoniemi, J.[Jouni], Zhao, H.Y.[Hong-Ying], Liu, S.Y.[Si-Yuan], Zhang, Z.H.[Zi-Han],
Temporal and Spatial Characteristics of the Global Skylight Polarization Vector Field,
RS(14), No. 9, 2022, pp. xx-yy.
DOI Link 2205
BibRef

Lei, X.F.[Xue-Feng], Liu, Z.H.[Zhen-Hai], Tao, F.[Fei], Dong, H.[Hao], Hou, W.Z.[Wei-Zhen], Xiang, G.F.[Guang-Feng], Qie, L.[Lili], Meng, B.H.[Bing-Huan], Li, C.F.[Cong-Fei], Chen, F.[Feinan], Xie, Y.Q.[Yan-Qing], Zhang, M.M.[Miao-Miao], Fan, L.[Lanlan], Cheng, L.X.[Liang-Xiao], Hong, J.[Jin],
Data Comparison and Cross-Calibration between Level 1 Products of DPC and POSP Onboard the Chinese GaoFen-5(02) Satellite,
RS(15), No. 7, 2023, pp. 1933.
DOI Link 2304
Polarization CrossFire. BibRef

Zhao, J.Y.[Jin-Yu], Monno, Y.[Yusuke], Okutomi, M.[Masatoshi],
Polarimetric Multi-View Inverse Rendering,
PAMI(45), No. 7, July 2023, pp. 8798-8812.
IEEE DOI 2306
BibRef
Earlier: ECCV20(XXIV:85-102).
Springer DOI 2012
Surface reconstruction, Image reconstruction, Cameras, Shape, Lighting, Rendering (computer graphics), polarization BibRef

Száz, D.[Dénes], Takács, P.[Péter], Bernáth, B.[Balázs], Kriska, G.[György], Barta, A.[András], Pomozi, I.[István], Horváth, G.[Gábor],
Drone-Based Imaging Polarimetry of Dark Lake Patches from the Viewpoint of Flying Polarotactic Insects with Ecological Implication,
RS(15), No. 11, 2023, pp. 2797.
DOI Link 2306
BibRef

Fu, Q.[Qiang], Liu, X.W.[Xuan-Wei], Yang, D.[Di], Zhan, J.T.[Jun-Tong], Liu, Q.[Qing], Zhang, S.[Su], Wang, F.[Fang], Duan, J.[Jin], Li, Y.C.[Ying-Chao], Jiang, H.L.[Hui-Lin],
Improvement of pBRDF Model for Target Surface Based on Diffraction and Transmission Effects,
RS(15), No. 14, 2023, pp. 3481.
DOI Link 2307
BibRef

Golding, R.M.[Rachel M.], Lapszynski, C.S.[Christopher S.], Bachmann, C.M.[Charles M.], Lee, C.H.[Chris H.],
The Effect of Grain Size on Hyperspectral Polarization Data of Particulate Material,
RS(15), No. 14, 2023, pp. 3668.
DOI Link 2307
BibRef

Li, Q.H.[Qian-Hui], Dong, L.Q.[Li-Quan], Hu, Y.[Yao], Hao, Q.[Qun], Wang, W.L.[Wen-Li], Cao, J.[Jie], Cheng, Y.[Yang],
Polarimetry for Bionic Geolocation and Navigation Applications: A Review,
RS(15), No. 14, 2023, pp. 3518.
DOI Link 2307
Works for some animals, so why not? BibRef

Lyu, Y.[Youwei], Zhao, L.[Lingran], Li, S.[Si], Shi, B.X.[Bo-Xin],
Shape From Polarization With Distant Lighting Estimation,
PAMI(45), No. 11, November 2023, pp. 13991-14004.
IEEE DOI 2310
BibRef

Tak¡cs, P.[P©ter], Sz¡z, D.[D©nes], Bern¡th, B.[Bal¡zs], Pomozi, I.[Istv¡n], Horv¡th, G.[G¡bor],
Polarized Light Pollution of Fixed-Tilt Photovoltaic Solar Panels Measured by Drone-Polarimetry and Its Visual-Ecological Importance,
RS(16), No. 7, 2024, pp. 1177.
DOI Link 2404
BibRef

Pistellato, M.[Mara], Bergamasco, F.[Filippo],
A Geometric Model for Polarization Imaging on Projective Cameras,
IJCV(132), No. 10, October 2024, pp. 4688-4702.
Springer DOI 2410
BibRef

Zhang, Z.L.[Zhi-Lin], Liu, C.X.[Cheng-Xiu], Wang, X.X.[Xiao-Xu], Han, Z.Y.[Zi-Yu], Yang, G.T.[Guan-Tai], Wang, C.[Cheng], Huang, P.F.[Pan-Feng], Lu, Q.[Qianbo],
DLP-Fusion: Depth of Field, Light Source, and Polarization Fusion Toward Intelligent Optical Imaging for Complex Scenes,
CirSysVideo(34), No. 9, September 2024, pp. 8266-8280.
IEEE DOI 2410
Imaging, Light sources, Lighting, Interference, Optical imaging, Lenses, Robustness, Complex scenes, depth of field expansion, polarization fusion BibRef

Li, S.Y.[Shi-Yu], Gao, M.[Meijing], Fan, X.[Xiangrui], Bai, Y.[Yang], Yan, Y.H.[Yong-Hao],
A Method for Generating Pseudo-Polarization Images,
SPLetters(31), 2024, pp. 3030-3033.
IEEE DOI 2411
Imaging, Signal processing algorithms, Reflection, Image synthesis, Azimuth, Indexes, Estimation, Fans, Real-time systems, Lighting, gradient estimation BibRef

Ikemura, K.[Kei], Huang, Y.M.[Yi-Ming], Heide, F.[Felix], Zhang, Z.X.[Zhao-Xiang], Chen, Q.F.[Qi-Feng], Lei, C.Y.[Chen-Yang],
Robust Depth Enhancement via Polarization Prompt Fusion Tuning,
CVPR24(20710-20720)
IEEE DOI Code:
WWW Link. 2410
Learning systems, Image sensors, Neural networks, Sensor fusion, Data models, Polarization, Depth Enhancement BibRef

Jeon, Y.J.[Yu-Jin], Choi, E.[Eunsue], Kim, Y.[Youngchan], Moon, Y.[Yunseong], Omer, K.[Khalid], Heide, F.[Felix], Baek, S.H.[Seung-Hwan],
Spectral and Polarization Vision: Spectro-polarimetric Real-world Dataset,
CVPR24(22098-22108)
IEEE DOI 2410
Polarization, Animals, Computational modeling, Noise reduction, Lighting, Cameras, Computational Imaging BibRef

Li, Z.X.[Zhuo-Xiao], Zhong, Z.H.[Zhi-Hang], Nobuhara, S.[Shohei], Nishino, K.[Ko], Zheng, Y.Q.[Yin-Qiang],
Fooling Polarization-Based Vision Using Locally Controllable Polarizing Projection,
CVPR24(24706-24715)
IEEE DOI 2410
Shape, Lighting, Glass, Object segmentation, Liquid crystal displays, Reflection BibRef

Ichikawa, T.[Tomoki], Nobuhara, S.[Shohei], Nishino, K.[Ko],
SPIDeRS: Structured Polarization for Invisible Depth and Reflectance Sensing,
CVPR24(25077-25085)
IEEE DOI 2410
Reflectivity, Surface reconstruction, Shape, Robot sensing systems, Reflection, Sensors, Surface texture, Polarization, Structured light, Computational photography BibRef

Scheuble, D.[Dominik], Lei, C.Y.[Chen-Yang], Baek, S.H.[Seung-Hwan], Bijelic, M.[Mario], Heide, F.[Felix],
Polarization Wavefront Lidar: Learning Large Scene Reconstruction from Polarized Wavefronts,
CVPR24(21241-21250)
IEEE DOI Code:
WWW Link. 2410
Surface reconstruction, Laser radar, Surface waves, Reconstruction algorithms, Reflection, Real-time systems, Lidar, 3D Scene Reconstruction BibRef

Tang, J.Q.[Jia-Qi], Wu, R.Z.[Rui-Zheng], Xu, X.G.[Xiao-Gang], Hu, S.X.[Si-Xing], Chen, Y.C.[Ying-Cong],
Learning to Remove Wrinkled Transparent Film with Polarized Prior,
CVPR24(24987-24996)
IEEE DOI Code:
WWW Link. 2410
Degradation, Industries, Codes, Estimation, Interference, Robustness, Film Removal BibRef

Gui, C.[Ceding], Wei, K.[Kun],
Modeling method of skylight polarization patterns based on distribution of neutral point,
CVIDL23(446-452)
IEEE DOI 2403
Deep learning, Rayleigh scattering, Atmospheric measurements, Navigation, Atmospheric modeling, projective mode BibRef

Tian, C.R.[Chao-Ran], Pan, W.H.[Wei-Hong], Wang, Z.[Zimo], Mao, M.[Mao], Zhang, G.F.[Guo-Feng], Bao, H.J.[Hu-Jun], Tan, P.[Ping], Cui, Z.P.[Zhao-Peng],
DPS-Net: Deep Polarimetric Stereo Depth Estimation,
ICCV23(3546-3556)
IEEE DOI 2401
BibRef

Huang, T.Y.[Tian-Yu], Li, H.A.[Hao-Ang], He, K.J.[Ke-Jing], Sui, C.Y.[Cong-Ying], Li, B.[Bin], Liu, Y.H.[Yun-Hui],
Learning Accurate 3D Shape Based on Stereo Polarimetric Imaging,
CVPR23(17287-17296)
IEEE DOI 2309
BibRef

Li, Z.X.[Zhuo-Xiao], Jiang, H.Y.[Hai-Yang], Cao, M.D.[Ming-Deng], Zheng, Y.Q.[Yin-Qiang],
Polarized Color Image Denoising,
CVPR23(9873-9882)
IEEE DOI 2309
BibRef

Mei, H.Y.[Hai-Yang], Wang, Z.[Zuowen], Yang, X.[Xin], Wei, X.P.[Xiao-Peng], Delbruck, T.[Tobi],
Deep Polarization Reconstruction with PDAVIS Events,
CVPR23(22149-22158)
IEEE DOI 2309
BibRef

Delbruck, T.[Tobi], Wang, Z.[Zuowen], Mei, H.Y.[Hai-Yang], Haessig, G.[Germain], Joubert, D.[Damien], Haque, J.[Justin], Chen, Y.[Yingkai], Milde, M.B.[Moritz B.], Gruev, V.[Viktor],
Live Demo: E2P-Events to Polarization Reconstruction from PDAVIS Events,
EventVision23(3973-3975)
IEEE DOI 2309
BibRef

Kurita, T.[Teppei], Kondo, Y.[Yuhi], Sun, L.[Legong], Moriuchi, Y.[Yusuke],
Simultaneous Acquisition of High Quality RGB Image and Polarization Information using a Sparse Polarization Sensor,
WACV23(178-188)
IEEE DOI 2302
Degradation, Image resolution, Codes, Network architecture, Task analysis, Research and development, Low-level and physics-based vision BibRef

Mei, H.Y.[Hai-Yang], Dong, B.[Bo], Dong, W.[Wen], Yang, J.X.[Jia-Xi], Baek, S.H.[Seung-Hwan], Heide, F.[Felix], Peers, P.[Pieter], Wei, X.P.[Xiao-Peng], Yang, X.[Xin],
Glass Segmentation using Intensity and Spectral Polarization Cues,
CVPR22(12612-12621)
IEEE DOI 2210
Fuses, Shape, Lighting, Glass, Network architecture, Feature extraction, Robustness, grouping and shape analysis BibRef

Lei, C.Y.[Chen-Yang], Qi, C.Y.[Chen-Yang], Xie, J.X.[Jia-Xin], Fan, N.[Na], Koltun, V.[Vladlen], Chen, Q.F.[Qi-Feng],
Shape from Polarization for Complex Scenes in the Wild,
CVPR22(12622-12631)
IEEE DOI 2210
Training, Shape, Computational modeling, Estimation, Encoding, Physics-based vision and shape-from-X, 3D from single images, Low-level vision BibRef

Deschaintre, V.[Valentin], Lin, Y.M.[Yi-Ming], Ghosh, A.[Abhijeet],
Deep Polarization Imaging for 3D Shape and SVBRDF Acquisition,
CVPR21(15562-15571)
IEEE DOI 2111
Training, Reflectivity, Deep learning, Shape, Image color analysis, Lighting BibRef

Ichikawa, T.[Tomoki], Purri, M.[Matthew], Kawahara, R.[Ryo], Nobuhara, S.[Shohei], Dana, K.[Kristin], Nishino, K.[Ko],
Shape from Sky: Polarimetric Normal Recovery Under The Sky,
CVPR21(14827-14836)
IEEE DOI 2111
Shape, Navigation, Scattering, Tools, Reflection, Sensors BibRef

Muraoroshi, W.[Wataru], Miyazaki, D.[Daisuke],
Shape from shading and polarization constrained by approximate shape,
MVA21(1-5)
DOI Link 2109
Shape, Image color analysis, Training data BibRef

Zhu, J., Zong, K., Goudail, F., Zhang, N., Hou, X.,
Error Analysis of the Dispersion-compensated Wide-band Polarization SAGNAC Interferometer,
ISPRS20(B1:621-625).
DOI Link 2012
BibRef

Yan, L., Li, Y., Mortimer, H., Zhang, R., Peltoniemi, J., Liu, X., Zhang, F.,
Optical Polarized Effects for Quantitative Remote Sensing,
ISPRS20(B1:593-598).
DOI Link 2012
BibRef

Yuan, Y., Liu, Z., Zheng, X., Kang, Q., Wu, H., Li, J., Li, S., Luo, D., Hong, J.,
Polarimetric Calibration of the Spaceborne Directional Polarimetric Camera Installed on the Gf-5 Satellite,
ISPRS20(B1:599-606).
DOI Link 2012
BibRef

Lu, H., Xie, Y., Zhang, K., Zhang, H., Zou, X.M., Wang, J., Zhao, K.C.,
Construction and Test of Bio-inspired Imaging Polarization Navigation Prototype,
ISPRS20(B1:323-329).
DOI Link 2012
BibRef

Ba, Y.H.[Yun-Hao], Gilbert, A.[Alex], Wang, F.[Franklin], Yang, J.[Jinfa], Chen, R.[Rui], Wang, Y.Q.[Yi-Qin], Yan, L.[Lei], Shi, B.X.[Bo-Xin], Kadambi, A.[Achuta],
Deep Shape from Polarization,
ECCV20(XXIV:554-571).
Springer DOI 2012
BibRef

Kondo, Y.[Yuhi], Ono, T.[Taishi], Sun, L.[Legong], Hirasawa, Y.[Yasutaka], Murayama, J.[Jun],
Accurate Polarimetric BRDF for Real Polarization Scene Rendering,
ECCV20(XIX:220-236).
Springer DOI 2011
BibRef

Cui, Z.P.[Zhao-Peng], Larsson, V.[Viktor], Pollefeys, M.[Marc],
Polarimetric Relative Pose Estimation,
ICCV19(2671-2680)
IEEE DOI 2004
cameras, optimisation, polarimetry, pose estimation, refractive index, stereo image processing, Optimization BibRef

Zhu, D.Z.[Di-Zhong], Smith, W.A.P.[William A. P.],
Depth From a Polarisation + RGB Stereo Pair,
CVPR19(7578-7587).
IEEE DOI 2002
BibRef

Wang, Z.X.[Zhi-Xiang], Zheng, Y.Q.[Yin-Qiang], Chuang, Y.Y.[Yung-Yu],
Polarimetric Camera Calibration Using an LCD Monitor,
CVPR19(3738-3747).
IEEE DOI 2002
BibRef

Ma, D.D.[Dong-Dong], Lu, Z.Q.[Zong-Qing], Zhang, Y.C.[You-Cheng], Liao, Q.M.[Qing-Min], Ma, H.[Hui],
Exploring Discriminative Features in Mueller Matrix Images for Electrospinning Classification,
ICIP19(225-229)
IEEE DOI 1910
Mueller Matrix, importance sort, classification, electrospinning BibRef

Yoshida, T., Golyanik, V., Wasenmüller, O., Stricker, D.,
Improving Time-of-Flight Sensor for Specular Surfaces with Shape from Polarization,
ICIP18(1558-1562)
IEEE DOI 1809
Image reconstruction, Shape, Refractive index, Surface reconstruction, Azimuth, Cameras, Lighting, superpixel segmentation BibRef

An, D., Yuan, Y., Su, L.,
Construction of polarization images from a multimod light field camera based on the aliasing model,
ICIP17(3195-3199)
IEEE DOI 1803
Filtering theory, Image reconstruction, Imaging, Information filters, Optical filters, Aliasing Model, Polarization Image BibRef

Yu, Y., Zhu, D., Smith, W.A.P.,
Shape-from-Polarisation: A Nonlinear Least Squares Approach,
CVPV17(2969-2976)
IEEE DOI 1802
Cameras, Computational modeling, Face, Jacobian matrices, Lighting, Shape, Surface treatment BibRef

Stürzl, W.,
A Lightweight Single-Camera Polarization Compass with Covariance Estimation,
ICCV17(5363-5371)
IEEE DOI 1802
Cameras, Compass, Lenses, Optical imaging, Polarization, Robot sensing systems, Sun BibRef

Martin, J.A., Gross, K.C.,
Enhanced material identification using polarimetric hyperspectral imaging,
AIPR14(1-6)
IEEE DOI 1504
Fourier transform spectroscopy BibRef

Toque, J.A.[Jay Arre], Zhang, P.C.[Peng-Chang], Wang, P.[Peng], Ide-Ektessabi, A.[Ari],
High-Resolution Multispectral Scanning for Mesoscopic Investigation of Discoloration of Traditional Japanese Pigments,
CCIW15(195-207).
Springer DOI 1504
BibRef

Ogino, R.[Ryo], Toque, J.A.[Jay Arre], Zhang, P.C.[Peng-Chang], Ide-Ektessabi, A.[Ari],
A High Speed Dynamic System for Scanning Reflective Surface with Rotating Polarized Filters,
EuroMed14(59-69).
Springer DOI 1412
BibRef

Jin, F.[Feng], Kim, J.S.[Joo-Soo], Kutcher, S., Haskovic, E., Meyers, D., Soos, J., Trivedi, S., Gupta, N.,
Polarization Imaging for crystallographic orientation of large mercurous halide crystals,
AIPR12(1-4)
IEEE DOI 1307
X-ray diffraction BibRef

Miyazaki, D.[Daisuke], Akiyama, D., Baba, M.[Masashi], Furukawa, R.[Ryo], Hiura, S.[Shinsaku], Asada, N.[Naoki],
Polarization-Based Dehazing Using Two Reference Objects,
CVPV13(852-859)
IEEE DOI 1403
aerosols BibRef

Miyazaki, D.[Daisuke], Shigetomi, T.[Takuya], Baba, M.[Masashi], Furukawa, R.[Ryo], Hiura, S.[Shinsaku], Asada, N.[Naoki],
Polarization-Based Surface Normal Estimation of Black Specular Objects from Multiple Viewpoints,
3DIMPVT12(104-111).
IEEE DOI 1212
BibRef

Stürzl, W.[Wolfgang], Carey, N.[Nicole],
A Fisheye Camera System for Polarisation Detection on UAVs,
Color12(II: 431-440).
Springer DOI 1210
BibRef

Gruev, V.[Viktor], Perkins, R.[Rob], York, T.[Tim],
Material detection with a CCD polarization imager,
AIPR10(1-7).
IEEE DOI 1010
BibRef

Horita, Y.[Yuukou], Shibata, K.[Keiji], Maeda, K.[Kei], Hayashi, Y.J.[Yu-Ji],
Omni-directional Polarization Image Sensor Based on an Omni-directional Camera and a Polarization Filter,
AVSBS09(280-285).
IEEE DOI 0909
BibRef

Morel, O., Ferraton, M., Stolz, C., Gorria, P.,
Active Lighting Applied to Shape from Polarization,
ICIP06(2181-2184).
IEEE DOI 0610
BibRef

Zallat, J., Graebling, P., Takakura, Y.,
Using polarimetric imaging for material classification,
ICIP03(II: 827-830).
IEEE DOI 0312
BibRef

Miyazaki, D.[Daisuke], Tan, R.T.[Robby T.], Hara, K.[Kenji], Ikeuchi, K.[Katsushi],
Polarization-based inverse rendering from a single view,
ICCV03(982-987).
IEEE DOI 0311
BibRef
And: CREST03(51-66). 0309
BibRef

Rahmann, S., Canterakis, N.,
Reconstruction of Specular Surfaces using Polarization Imaging,
CVPR01(I:149-155).
IEEE DOI 0110
BibRef

Rahmann, S.[Stefan],
Polarization Images: a Geometric Interpretation for Shape Analysis,
ICPR00(Vol III: 538-542).
IEEE DOI 0009
BibRef

Terrier, P., Devlaminck, V.,
A Device to Classify Surface Orientation from Polarization Images,
ICIP00(Vol II: 495-498).
IEEE DOI 0008
BibRef

Awanzino, C., Letellier, L., Lavest, J.M., Dhome, M., Faye, C.,
A Polarization of Light Based System, Designed for Real Time Applications in Computer Vision, Making Use of Highlights in a Metallic Environement,
WACV98(128-133).
IEEE DOI 9809
BibRef

Wolff, L.B.[Lawrence B.], Lundberg, A.J.[Andrew J.], Tang, R.J.[Ren-Jie],
Image Understanding from Thermal Emission Polarization,
DARPA98(747-754). BibRef 9800
And: CVPR98(625-631).
IEEE DOI BibRef

Muller, V.,
Photometric Invariants Based on Polarization Analysis,
SCIA97(xx-yy)
HTML Version. 9705
BibRef

Muller, V.,
Elimination of Specular Surface-Reflectance Using Polarized and Unpolarized Light,
ECCV96(II:625-635).
Springer DOI BibRef 9600

Ohnishi, N., Kumaki, K., Yamamura, Y., and Tanaka, T.,
Separating Real and Virtual Objects from Their Overlapping Images,
ECCV96(II:636-646).
Springer DOI BibRef 9600

Fryer, R.J., Miller, J.,
Imaging Polarimetry for Industrial Inspection,
BMVC91(xx-yy).
PDF File. 9109
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Chapter on Computational Vision, Regularization, Connectionist, Morphology, Scale-Space, Perceptual Grouping, Wavelets, Color, Sensors, Optical, Laser, Radar continues in
Color Constancy, Retinex .