4.9.2.1 Light Field Image Quality Assessment

Chapter Contents (Back)
Light Field. Image Quality. 2503

See also Image Quality Evaluation, Visual Quality, Quality Assessment, and Imaging Models.

Tian, Y.[Yu], Zeng, H.Q.[Huan-Qiang], Xing, L.[Lu], Chen, J.[Jing], Zhu, J.Q.[Jian-Qing], Ma, K.K.[Kai-Kuang],
A multi-order derivative feature-based quality assessment model for light field image,
JVCIR(57), 2018, pp. 212-217.
Elsevier DOI 1812
Light field image, Image quality assessment, Multi-order derivative feature BibRef

Tian, Y.[Yu], Zeng, H.Q.[Huan-Qiang], Hou, J.H.[Jun-Hui], Chen, J.[Jing], Zhu, J.Q.[Jian-Qing], Ma, K.K.[Kai-Kuang],
A Light Field Image Quality Assessment Model Based on Symmetry and Depth Features,
CirSysVideo(31), No. 5, 2021, pp. 2046-2050.
IEEE DOI 2105
BibRef

Chen, J., Hou, J., Chau, L.,
Light Field Denoising via Anisotropic Parallax Analysis in a CNN Framework,
SPLetters(25), No. 9, September 2018, pp. 1403-1407.
IEEE DOI 1809
cameras, feature extraction, feedforward neural nets, image denoising, image restoration, light field (LF) BibRef

Tian, Y., Zeng, H., Hou, J., Chen, J., Ma, K.,
Light Field Image Quality Assessment via the Light Field Coherence,
IP(29), 2020, pp. 7945-7956.
IEEE DOI 2007
Feature extraction, Image quality, Coherence, Image color analysis, Distortion, Distortion measurement, Light field image, image quality assessment BibRef

Zhou, W., Shi, L., Chen, Z., Zhang, J.,
Tensor Oriented No-Reference Light Field Image Quality Assessment,
IP(29), 2020, pp. 4070-4084.
IEEE DOI 2002
Light field, image quality assessment, objective model, tensor theory, angular consistency BibRef

Shi, L., Zhou, W., Chen, Z., Zhang, J.,
No-Reference Light Field Image Quality Assessment Based on Spatial-Angular Measurement,
CirSysVideo(30), No. 11, November 2020, pp. 4114-4128.
IEEE DOI 2011
Feature extraction, Image quality, Visualization, angular consistency BibRef

Shi, L., Zhao, S., Chen, Z.,
Belif: Blind Quality Evaluator Of Light Field Image With Tensor Structure Variation Index,
ICIP19(3781-3785)
IEEE DOI 1910
Light field, Image quality assessment, Objective model, Tensor, Angular consistency BibRef

Xiang, J.J.[Jian-Jun], Yu, M.[Mei], Jiang, G.Y.[Gang-Yi], Xu, H.Y.[Hai-Yong], Song, Y.[Yang], Ho, Y.S.[Yo-Sung],
Pseudo Video and Refocused Images-Based Blind Light Field Image Quality Assessment,
CirSysVideo(31), No. 7, July 2021, pp. 2575-2590.
IEEE DOI 2107
Visualization, Light fields, Feature extraction, Quality assessment, Image quality, Shearlet transform BibRef

Xiang, J.J.[Jian-Jun], Jiang, G.Y.[Gang-Yi], Yu, M.[Mei], Jiang, Z.[Zhidi], Ho, Y.S.[Yo-Sung],
No-Reference Light Field Image Quality Assessment Using Four-Dimensional Sparse Transform,
MultMed(25), 2023, pp. 457-472.
IEEE DOI 2302
Feature extraction, Image coding, Frequency-domain analysis, Tensors, Principal component analysis, Periodic structures, spatial-angular quality BibRef

Xiang, J.J.[Jian-Jun], Chen, P.[Peng], Dang, Y.J.[Yuan-Jie], Liang, R.H.[Rong-Hua], Jiang, G.Y.[Gang-Yi],
Pseudo Light Field Image and 4D Wavelet-Transform-Based Reduced-Reference Light Field Image Quality Assessment,
MultMed(26), 2024, pp. 929-943.
IEEE DOI 2402
Wavelet transforms, Data mining, Feature extraction, Redundancy, Wavelet domain, Spatial resolution, Light fields, view synthesis BibRef

Meng, C.L.[Chun-Li], An, P.[Ping], Huang, X.P.[Xin-Peng], Yang, C.[Chao], Liu, D.Y.[De-Yang],
Full Reference Light Field Image Quality Evaluation Based on Angular-Spatial Characteristic,
SPLetters(27), 2020, pp. 525-529.
IEEE DOI 2005
Dogs, Image quality, Feature extraction, Frequency-domain analysis, Light fields, Cameras, Lenses, Angular-spatial, difference of Gaussian BibRef

Wen, W.Y.[Wen-Ying], Wei, K.K.[Kang-Kang], Fang, Y.M.[Yu-Ming], Zhang, Y.S.[Yu-Shu],
Visual Quality Assessment for Perceptually Encrypted Light Field Images,
CirSysVideo(31), No. 7, July 2021, pp. 2522-2534.
IEEE DOI 2107
Visualization, Encryption, Image databases, Measurement, Visual quality assessment, perceptual encryption, epipolar plane image BibRef

Chai, X.L.[Xiong-Li], Shao, F.[Feng], Jiang, Q.P.[Qiu-Ping], Wang, X.J.[Xue-Jin], Xu, L.[Long], Ho, Y.S.[Yo-Sung],
Blind Quality Evaluator of Light Field Images by Group-Based Representations and Multiple Plane-Oriented Perceptual Characteristics,
MultMed(26), 2024, pp. 607-622.
IEEE DOI 2402
Feature extraction, Visualization, Sensor arrays, Light fields, Cameras, Electronic mail, Degradation, Light field images, 3D Log-Gabor filters BibRef

Huang, H.L.[Hai-Liang], Zeng, H.Q.[Huan-Qiang], Hou, J.H.[Jun-Hui], Chen, J.[Jing], Zhu, J.Q.[Jian-Qing], Ma, K.K.[Kai-Kuang],
A Spatial and Geometry Feature-Based Quality Assessment Model for the Light Field Images,
IP(31), 2022, pp. 3765-3779.
IEEE DOI 2206
Feature extraction, Geometry, Visualization, Transforms, Distortion measurement, Image quality, Degradation, 3D-Gabor filter BibRef

Meng, C.L.[Chun-Li], An, P.[Ping], Huang, X.P.[Xin-Peng], Yang, C.[Chao], Shen, L.Q.[Li-Quan], Wang, B.[Bin],
Objective Quality Assessment of Lenslet Light Field Image Based on Focus Stack,
MultMed(24), 2022, pp. 3193-3207.
IEEE DOI 2207
Distortion, Light fields, Image coding, Indexes, Cameras, Image quality, Microoptics, Angular-spatial feature, Focus stack, Refocus BibRef

Alamgeer, S.[Sana], Farias, M.C.Q.[Mylène C.Q.],
A survey on visual quality assessment methods for light fields,
SP:IC(110), 2023, pp. 116873.
Elsevier DOI 2212
Survey, Light Field Quality. 4D light field images and videos, Quality assessment methods, Human visual system, Quality metrics BibRef

Ma, J.[Jian], Zhang, X.Y.[Xiao-Yin], Jin, C.[Cheng], An, P.[Ping], Xu, G.M.[Guo-Ming],
Light Field Image Quality Assessment Using Natural Scene Statistics and Texture Degradation,
CirSysVideo(34), No. 3, March 2024, pp. 1696-1711.
IEEE DOI 2403
Feature extraction, Measurement, Image quality, Computational modeling, Visualization, Solid modeling, support vector regression BibRef

Li, F.[Fucui], Ye, M.M.[Meng-Meng], Shao, F.[Feng],
Blind quality assessment of light field image based on view and focus stacks,
JVCIR(99), 2024, pp. 104074.
Elsevier DOI 2403
Light field, Blind quality assessment, Spatiotemporal Gabor filters, Sub-aperture images BibRef

Cui, Y.[Yueli], Jiang, G.Y.[Gang-Yi], Yu, M.[Mei], Chen, Y.[Yeyao], Ho, Y.S.[Yo-Sung],
Stitched Wide Field of View Light Field Image Quality Assessment: Benchmark Database and Objective Metric,
MultMed(26), 2024, pp. 5092-5107.
IEEE DOI 2404
Measurement, Databases, Visualization, Degradation, Image stitching, Distortion, Benchmark testing, Benchmark database, stitched wide field of view light field image (WLFI) BibRef

Zhang, Z.Y.[Zheng-Yu], Tian, S.[Shishun], Zhou, J.J.[Jin-Jia], Morin, L.[Luce], Zhang, L.[Lu],
A New Benchmark Database and Objective Metric for Light Field Image Quality Evaluation,
CirSysVideo(35), No. 3, March 2025, pp. 2382-2397.
IEEE DOI Code:
WWW Link. 2503
Distortion, Databases, Measurement, Image reconstruction, Superresolution, Benchmark testing, Spatial resolution, no-reference metric BibRef

Zhou, R.[Rui], Jiang, G.Y.[Gang-Yi], Zhu, L.W.[Lin-Wei], Cui, Y.[Yueli], Luo, T.[Ting],
Blind Light Field Image Quality Assessment via Frequency Domain Analysis and Auxiliary Learning,
SPLetters(32), 2025, pp. 711-715.
IEEE DOI 2502
Measurement, Feature extraction, Discrete cosine transforms, Distortion, Light fields, Spatial resolution, Visualization, light field
See also Supervised Dictionary Learning for Blind Image Quality Assessment Using Quality-Constraint Sparse Coding. BibRef


Zhao, S.Y.[Sheng-Yang], Jin, X.[Xin],
An Explainable Spectral Analysis for Light Field Image Quality Assessment,
ICIP24(3417-3423)
IEEE DOI 2411
Image quality, Degradation, Frequency-domain analysis, Distortion, Feature extraction, Light fields, User experience, spectral analysis BibRef

Zhang, Z.Y.[Zheng-Yu], Tian, S.S.[Shi-Shun], Zou, W.B.[Wen-Bin], Zhang, Y.H.[Yu-Hang], Morin, L.[Luce], Zhang, L.[Lu],
Blind Quality Assessment of Light Field Image Based on Spatio-Angular Textural Variation,
ICIP23(2385-2389)
IEEE DOI Code:
WWW Link. 2312
BibRef

Zhang, Z.Y.[Zheng-Yu], Tian, S.S.[Shi-Shun], Zou, W.B.[Wen-Bin], Morin, L.[Luce], Zhang, L.[Lu],
Deeblif: Deep Blind Light Field Image Quality Assessment by Extracting Angular and Spatial Information,
ICIP22(2266-2270)
IEEE DOI 2211
Measurement, Image quality, Codes, Training data, Predictive models, Media, Feature extraction, Immersive media, light field, CNN BibRef

Tamboli, R.R., Kara, P.A., Cserkaszky, A., Barsi, A., Martini, M.G., Appina, B., Channappayya, S.S., Jana, S.,
3D Objective Quality Assessment of Light Field Video Frames,
3DTV-CON18(1-4)
IEEE DOI 1812
cameras, video signal processing, light field displays, light field content creation, objective metric BibRef

Cserkaszky, A., Kara, P.A., Barsi, A., Martini, M.G.,
Expert Evaluation of a Novel Light-Field Visualization Format,
3DTV-CON18(1-4)
IEEE DOI 1812
data visualisation, light-field content creation, conventional linear camera array visualization, perceived quality assessment BibRef

Adhikarla, V.K., Vinkler, M., Sumin, D., Mantiuk, R.K., Myszkowski, K., Seidel, H.P., Didyk, P.,
Towards a Quality Metric for Dense Light Fields,
CVPR17(3720-3729)
IEEE DOI 1711
Distortion, Image reconstruction, Measurement, Optical distortion, Videos BibRef

Paudyal, P., Battisti, F., Carli, M.,
Effect of visualization techniques on subjective quality of light field images,
ICIP17(196-200)
IEEE DOI 1803
cameras, image reconstruction, image resolution, image sensors, rendering (computer graphics). Visualization BibRef

Paudyal, P., Battisti, F., Neri, A., Carli, M.,
A study of the impact of light fields watermarking on the perceived quality of the refocused data,
3DTV-CON15(1-4)
IEEE DOI 1508
Arrays BibRef

Kara, P.A., Cserkaszky, A., Barsi, A., Papp, T., Martini, M.G., Bokor, L.,
The interdependence of spatial and angular resolution in the quality of experience of light field visualization,
IC3D17(1-8)
IEEE DOI 1804
data visualisation, image motion analysis, image resolution, stereo image processing, visual perception, 3D visual experience, spatial resolution BibRef

Shi, L., Zhao, S., Zhou, W., Chen, Z.,
Perceptual Evaluation of Light Field Image,
ICIP18(41-45)
IEEE DOI 1809
Databases, Interpolation, Image quality, Distortion, Transform coding, Image coding, Image reconstruction, Light field, Perceptual evaluation BibRef

Darukumalli, S., Kara, P.A., Barsi, A., Martini, M.G., Balogh, T.,
Subjective quality assessment of zooming levels and image reconstructions based on region of interest for light field displays,
IC3D16(1-6)
IEEE DOI 1703
image reconstruction BibRef

Kara, P.A., Martini, M.G., Kovacs, P.T., Imre, S., Barsi, A., Lackner, K., Balogh, T.,
Perceived quality of angular resolution for light field displays and the validy of subjective assessment,
IC3D16(1-7)
IEEE DOI 1703
image resolution BibRef

Chapter on Computational Vision, Regularization, Connectionist, Morphology, Scale-Space, Perceptual Grouping, Wavelets, Color, Sensors, Optical, Laser, Radar continues in
Light Field Compressed Sensing .


Last update:Apr 23, 2025 at 18:43:10