4.9.12 Phase Retrieval

Chapter Contents (Back)
Phase Retrieval.
See also Ptychographic, Fourier Ptychographic, Ptycho-Tomography.

Yagle, A.E.,
Divide-and-Conquer 2-D Phase Retrieval Using Subband Decomposition and Filter Banks,
TSP(46), No. 4, April 1998, pp. 1152-1154. 9804
BibRef
Earlier: ICIP97(II: 254-257).
IEEE DOI BibRef

Yagle, A.E.,
Blind Deconvolution of Images and Small-extent Point-spread Functions Using Resultant Matrices,
ICIP00(Vol III: 786-788).
IEEE DOI 0008
BibRef
Earlier:
Digital signal processing solutions to 2-D finite support blind deconvolution problems,
ICIP98(III: 746-750).
IEEE DOI 9810
BibRef
Earlier:
Digital signal processing solutions to 2-D phase retrieval problems,
ICIP98(III: 712-716).
IEEE DOI 9810
BibRef

Bell, A.E., Yagle, A.E.,
Discrete phase retrieval by solving linear systems of equations: performance under noisy conditions,
ICIP98(III: 717-721).
IEEE DOI 9810
BibRef

Ahn, H., Yagle, A.E.,
2-D blind deconvolution by partitioning into coupled 1-D problems using discrete Radon transforms,
ICIP95(II: 37-40).
IEEE DOI 9510
BibRef

Elser, V.[Veit],
Phase retrieval by iterated projections,
JOSA-A(20), No. 1, January 2003, pp. 40-55.
WWW Link. 0304
BibRef

Rondeau, X.[Xavier], Thiébaut, E.[Eric], Tallon, M.[Michel], Foy, R.[Renaud],
Phase retrieval from speckle images,
JOSA-A(24), No. 10, October 2007, pp. 3354-3365.
WWW Link. 0801
BibRef

Deming, R.W.[Ross W.],
Phase retrieval from intensity-only data by relative entropy minimization,
JOSA-A(24), No. 11, November 2007, pp. 3666-3679.
WWW Link. 0801
BibRef

Guizar-Sicairos, M.[Manuel], Fienup, J.R.[James R.],
Phase retrieval with Fourier-weighted projections,
JOSA-A(25), No. 3, March 2008, pp. 701-709.
WWW Link. 0804
BibRef

Katkovnik, V.[Vladimir], Astola, J.T.[Jaakko T.], Egiazarian, K.O.[Karen O.],
Phase Local Approximation (PhaseLa) Technique for Phase Unwrap From Noisy Data,
IP(17), No. 6, June 2008, pp. 833-846.
IEEE DOI 0711
BibRef
Earlier:
Noisy Phase Unwrap for Fringe Techniques: Adaptive Local Polynomial Approximations,
3DTV07(1-4).
IEEE DOI 0705

See also From Local Kernel to Nonlocal Multiple-Model Image Denoising. BibRef

Katkovnik, V.[Vladimir], Astola, J.T.[Jaakko T.],
High-accuracy wave field reconstruction: decoupled inverse imaging with sparse modeling of phase and amplitude,
JOSA-A(29), No. 1, January 2012, pp. 44-54.
WWW Link. 1201
BibRef

Katkovnik, V.[Vladimir], Astola, J.T.[Jaakko T.],
Phase retrieval via spatial light modulator phase modulation in 4f optical setup: numerical inverse imaging with sparse regularization for phase and amplitude,
JOSA-A(29), No. 1, January 2012, pp. 105-116.
WWW Link. 1201
BibRef

Migukin, A.[Artem], Katkovnik, V.[Vladimir], Astola, J.T.[Jaakko T.],
3D Wave field phase retrieval from multi-plane observations,
3DTV10(1-4).
IEEE DOI 1006
BibRef
Earlier: A2, A1, A3:
Computational inverse coherent wave field imaging,
ICIP09(3773-3776).
IEEE DOI 0911
BibRef

Bioucas-Dias, J.M.[José M.], Katkovnik, V.[Vladimir], Astola, J.T.[Jaakko T.], Egiazarian, K.O.[Karen O.],
Multi-frequency Phase Unwrapping from Noisy Data: Adaptive Local Maximum Likelihood Approach,
SCIA09(310-320).
Springer DOI 0906
BibRef
Earlier:
Adaptive Local Phase Approximations and Global Unwrapping,
3DTV08(253-256).
IEEE DOI 0805
BibRef

Choi, K.[Kerkil], Lanterman, A.D.[Aaron D.],
Phase retrieval from noisy data based on minimization of penalized I-divergence,
JOSA-A(24), No. 1, January 2007, pp. 34-49.
WWW Link. 0801
BibRef

Marchesini, S.[Stefano],
Phase retrieval and saddle-point optimization,
JOSA-A(24), No. 10, October 2007, pp. 3289-3296.
WWW Link. 0801
Phase retrieval. BibRef

Li, E.R.[En-Rong], Liu, Y.J.[Yi-Jin], Liu, X.S.[Xiao-Song], Zhang, K.[Kai], Wang, Z.L.[Zhi-Li], Hong, Y.L.[You-Li], Yuan, Q.X.[Qing-Xi], Huang, W.X.[Wan-Xia], Marcelli, A.[Augusto], Zhu, P.P.[Pei-Ping], Wu, Z.Y.[Zi-Yu],
Phase retrieval from a single near-field diffraction pattern with a large Fresnel number,
JOSA-A(25), No. 11, November 2008, pp. 2651-2658.
WWW Link. 0811
BibRef

Montiel, D.[David], Sutton, M.[Mark], Grant, M.[Martin],
Phase retrieval by propagation for localized images,
JOSA-A(25), No. 11, November 2008, pp. 2784-2790.
WWW Link. 0811
BibRef

Frank, J.[Johannes], Altmeyer, S.[Stefan], Wernicke, G.[Guenther],
Non-interferometric, non-iterative phase retrieval by Green's functions,
JOSA-A(27), No. 10, October 2010, pp. 2244-2251.
WWW Link. 1011
BibRef

Huang, S.Y.[Sheng-Yang], Xi, F.J.[Feng-Jie], Liu, C.H.[Chang-Hai], Jiang, Z.F.[Zong-Fu],
Phase retrieval on annular and annular sector pupils by using the eigenfunction method to solve the transport of intensity equation,
JOSA-A(29), No. 4, April 2012, pp. 513-520.
WWW Link. 1204
BibRef

Fannjiang, A.[Albert], Liao, W.J.[Wen-Jing],
Phase retrieval with random phase illumination,
JOSA-A(29), No. 9, September 2012, pp. 1847-1859.
WWW Link. 1209
BibRef

Guizar-Sicairos, M.[Manuel], Fienup, J.R.[James R.],
Understanding the twin-image problem in phase retrieval,
JOSA-A(29), No. 11, November 2012, pp. 2367-2375.
WWW Link. 1211
BibRef

Thurman, S.T.[Samuel T.], Fienup, J.R.[James R.],
Phase retrieval with signal bias,
JOSA-A(26), No. 4, April 2009, pp. 1008-1014.
WWW Link. 0903
BibRef

Jurling, A.S.[Alden S.], Fienup, J.R.[James R.],
Phase retrieval with unknown sampling factors via the two-dimensional chirp z-transform,
JOSA-A(31), No. 9, September 2014, pp. 1904-1911.
DOI Link 1410
Wave-front sensing, Phase retrieval, Telescopes BibRef

Candès, E.J.[Emmanuel J.], Eldar, Y.C.[Yonina C.], Strohmer, T.[Thomas], Voroninski, V.[Vladislav],
Phase Retrieval via Matrix Completion,
SIIMS(6), No. 1, 2013, pp. 199-225.
DOI Link 1304
X-ray crystallography, diffraction imaging, astronomical imaging BibRef

Eldar, Y.C., Sidorenko, P., Mixon, D.G., Barel, S., Cohen, O.,
Sparse Phase Retrieval from Short-Time Fourier Measurements,
SPLetters(22), No. 5, May 2015, pp. 638-642.
IEEE DOI 1411
Discrete Fourier transforms BibRef

Hattanda, S.[Shunsuke], Shioya, H.[Hiroyuki], Maehara, Y.[Yosuke], Gohara, K.[Kazutoshi],
K-means clustering for support construction in diffractive imaging,
JOSA-A(31), No. 3, March 2014, pp. 470-474.
DOI Link 1403
Phase retrieval, Image recognition, algorithms and filters BibRef

Shechtman, Y., Eldar, Y.C., Cohen, O., Chapman, H., Miao, J., Segev, M.,
Phase Retrieval with Application to Optical Imaging: A contemporary overview,
SPMag(32), No. 3, May 2015, pp. 87-109.
IEEE DOI 1504
Extraterrestrial measurements BibRef

Antonello, J.[Jacopo], Verhaegen, M.[Michel],
Modal-based phase retrieval for adaptive optics,
JOSA-A(32), No. 6, June 2015, pp. 1160-1170.
DOI Link 1506
Wave-front sensing BibRef

Millane, R.P.[Rick P.], Chen, J.P.J.[Joe P. J.],
Phase retrieval for multiple objects from their averaged diffraction,
JOSA-A(32), No. 7, July 2015, pp. 1317-1329.
DOI Link 1507
Phase retrieval BibRef

Chen, J.P.J., Schmidt, K.E., Kirian, R.A., Donatelli, J.J.,
Reconstruction of Objects from Their Averaged Finite Crystal Diffraction Intensity,
ICIP19(1148-1152)
IEEE DOI 1910
Phase retrieval, Iterative projection algorithms, Constraint satisfaction problems, Computational imaging, Crystallography BibRef

Gaur, C.[Charu], Mohan, B.[Baranidharan], Khare, K.[Kedar],
Sparsity-assisted solution to the twin image problem in phase retrieval,
JOSA-A(32), No. 11, November 2015, pp. 1922-1927.
DOI Link 1512
Phase retrieval BibRef

Rajaei, B., Gigan, S., Krzakala, F., Daudet, L.,
Fast Phase Retrieval for High Dimensions: A Block-Based Approach,
SPLetters(23), No. 9, September 2016, pp. 1179-1182.
IEEE DOI 1609
matrix algebra BibRef

Ye, Y., Xiao, H., Xiao, G.,
A Rotation-Aided Arctangent Phase Discriminator With One-Bit Quantization,
SPLetters(23), No. 9, September 2016, pp. 1236-1240.
IEEE DOI 1609
analogue-digital conversion BibRef

Eldar, Y.C., Hammen, N., Mixon, D.G.,
Recent Advances in Phase Retrieval,
SPMag(33), No. 5, September 2016, pp. 158-162.
IEEE DOI 1610
Lecture Notes. Extraterrestrial measurements BibRef

Yasir, P.A.A.[P. A. Ameen], Ivan, J.S.[J. Solomon],
Phase estimation using phase gradients obtained through Hilbert transform,
JOSA-A(33), No. 10, October 2016, pp. 2010-2019.
DOI Link 1610
Fourier optics and signal processing BibRef

Fatima, A.[Areeba], Nishchal, N.K.[Naveen K.],
Discussion on comparative analysis and a new attack on optical asymmetric cryptosystem,
JOSA-A(33), No. 10, October 2016, pp. 2034-2040.
DOI Link 1610
Phase retrieval BibRef

Jiang, X., Rajan, S., Liu, X.,
Wirtinger Flow Method With Optimal Stepsize for Phase Retrieval,
SPLetters(23), No. 11, November 2016, pp. 1627-1631.
IEEE DOI 1609
gradient methods BibRef

Iwen, M.A.[Mark A.], Viswanathan, A.[Aditya], Wang, Y.[Yang],
Fast Phase Retrieval from Local Correlation Measurements,
SIIMS(9), No. 4, 2016, pp. 1655-1688.
DOI Link 1612
BibRef

Yatabe, K.[Kohei], Ishikawa, K.[Kenji], Oikawa, Y.[Yasuhiro],
Simple, flexible, and accurate phase retrieval method for generalized phase-shifting interferometry,
JOSA-A(34), No. 1, January 2017, pp. 87-96.
DOI Link 1701
Fringe analysis, Phase retrieval, Phase measurement BibRef

Rajaei, B.[Boshra], Gigan, S.[Sylvain], Krzakala, F.[Florent], Daudet, L.[Laurent],
Robust Phase Retrieval with the Swept Approximate Message Passing (prSAMP) Algorithm,
IPOL(7), 2017, pp. 43-55.
DOI Link 1702
Code, Phase Retrieval. BibRef

Rusu, C.[Corneliu], Astola, J.[Jaakko],
On the existence of the solution for one-dimensional discrete phase retrieval problem,
SIViP(11), No. 2, February 2017, pp. 195-202.
WWW Link. 1702
BibRef

Li, L., Cheng, C., Han, D., Sun, Q., Shi, G.,
Phase Retrieval From Multiple-Window Short-Time Fourier Measurements,
SPLetters(24), No. 4, April 2017, pp. 372-376.
IEEE DOI 1704
Fourier transforms BibRef

Wei, Z.[Zhun], Chen, W.[Wen], Qiu, C.W.[Cheng-Wei], Chen, X.D.[Xu-Dong],
Conjugate gradient method for phase retrieval based on the Wirtinger derivative,
JOSA-A(34), No. 5, May 2017, pp. 708-712.
DOI Link 1705
Digital image processing, Inverse problems, , Phase, retrieval BibRef

Wei, Z.[Zhun], Chen, W.[Wen], Chen, X.D.[Xu-Dong],
Frequency subspace amplitude flow for phase retrieval,
JOSA-A(35), No. 6, June 2018, pp. 1074-1080.
DOI Link 1912
Digital image processing, Inverse problems, Phase retrieval, Discrete Fourier transforms, Numerical simulation, X ray diffraction BibRef

Zhao, L., Sheridan, J.T., Healy, J.J.,
Unitary Algorithm for Nonseparable Linear Canonical Transforms Applied to Iterative Phase Retrieval,
SPLetters(24), No. 6, June 2017, pp. 814-817.
IEEE DOI 1705
Adaptive optics, Fourier transforms, Interpolation, Optical imaging, Optical signal processing, Signal processing algorithms, Fourier optics and signal processing, image reconstruction techniques, linear canonical transforms (LCT), phase, retrieval BibRef

Wang, Q.[Qian], Qu, G.[Gangrong],
Extended OMP algorithm for sparse phase retrieval,
SIViP(11), No. 8, November 2017, pp. 1397-1403.
WWW Link. 1710
BibRef

Li, H.T.[Heyang Thomas], Kingston, A.M.[Andrew M.], Myers, G.R.[Glenn R.], Beeching, L.[Levi], Sheppard, A.P.[Adrian P.],
Linear iterative near-field phase retrieval (LIPR) for dual-energy x-ray imaging and material discrimination,
JOSA-A(35), No. 1, January 2018, pp. A30-A39.
DOI Link 1801
Phase shift, Phase retrieval, Tomographic image processing, X-ray imaging, Scattering BibRef

Liang, J., Stoica, P., Jing, Y., Li, J.,
Phase Retrieval via the Alternating Direction Method of Multipliers,
SPLetters(25), No. 1, January 2018, pp. 5-9.
IEEE DOI 1801
least squares approximations, sequences, signal processing, absolute value operator, alternating direction method, phase retrieval BibRef

Mukherjee, S., Seelamantula, C.S.,
Phase Retrieval From Binary Measurements,
SPLetters(25), No. 3, March 2018, pp. 348-352.
IEEE DOI 1802
Business process re-engineering, Encoding, Phase measurement, Pollution measurement, Quantization (signal), lifting BibRef

Fang, J.[Joyce], Savransky, D.[Dmitry],
Amplitude and phase retrieval with simultaneous diversity estimation using expectation maximization,
JOSA-A(35), No. 2, February 2018, pp. 293-300.
DOI Link 1804
Phase retrieval, Imaging systems, Computational imaging BibRef

Ansari, H., de Zan, F., Bamler, R.,
Efficient Phase Estimation for Interferogram Stacks,
GeoRS(56), No. 7, July 2018, pp. 4109-4125.
IEEE DOI 1807
maximum likelihood estimation, phase estimation, radar interferometry, remote sensing by radar, near real-time (NRT) processing BibRef

Elser, V., Lan, T., Bendory, T.,
Benchmark Problems for Phase Retrieval,
SIIMS(11), No. 4, 2018, pp. 2429-2455.
DOI Link 1901
BibRef

Zhu, J., Yuan, Q., Song, C., Xu, Z.,
Phase Retrieval From Quantized Measurements via Approximate Message Passing,
SPLetters(26), No. 7, July 2019, pp. 986-990.
IEEE DOI 1906
approximation theory, least mean squares methods, message passing, quantisation (signal), signal reconstruction, expectation propagation BibRef

Sun, C., Lu, P., Cao, K.,
Phase-Rotated Spectral Correlation Detection for Spectrum Sensing at Low SNR Regimes,
SPLetters(26), No. 7, July 2019, pp. 991-995.
IEEE DOI 1906
AWGN channels, cognitive radio, correlation methods, probability, radio spectrum management, signal detection, signal sampling, receiver operating characteristic BibRef

Pfander, G., Salanevich, P.,
Robust Phase Retrieval Algorithm for Time-Frequency Structured Measurements,
SIIMS(12), No. 2, 2019, pp. 736-761.
DOI Link 1907
BibRef

Kim, K., Chung, S.,
Fourier Phase Retrieval With Extended Support Estimation via Deep Neural Network,
SPLetters(26), No. 10, October 2019, pp. 1506-1510.
IEEE DOI 1909
Indexes, Estimation, Complexity theory, Training, Neural networks, Fourier transforms, Noise measurement, Deep neural network, sparse phase retrieval BibRef

Talegaonkar, C., Khirwadkar, P., Rajwade, A.,
Compressive Phase Retrieval under Poisson Noise,
ICIP19(2916-2920)
IEEE DOI 1910
Variance Stabilization transforms, Compressive Phase Retrieval, Performance Bounds BibRef

Michaelides, R.J., Zebker, H.A., Zheng, Y.,
An Algorithm for Estimating and Correcting Decorrelation Phase From InSAR Data Using Closure Phase Triplets,
GeoRS(57), No. 12, December 2019, pp. 10390-10397.
IEEE DOI 1912
Decorrelation, Synthetic aperture radar, Strain, Correlation, Radar polarimetry, Additives, Satellites, radar interferometry BibRef

Doelman, R.[Reinier], Thao, N.H.[Nguyen H.], Verhaegen, M.[Michel],
Solving large-scale general phase retrieval problems via a sequence of convex relaxations,
JOSA-A(35), No. 8, August 2018, pp. 1410-1419.
DOI Link 1912
Wave-front sensing, Inverse problems, Phase retrieval, Deformable mirrors, Fourier transforms, Phase estimation, Wavefront aberrations BibRef

Sun, W.H.[Wen-Han], Wang, S.[Shuai], He, X.[Xing], Xu, B.[Bing],
Jacobi circle and annular polynomials: modal wavefront reconstruction from wavefront gradient,
JOSA-A(35), No. 7, July 2018, pp. 1140-1148.
DOI Link 1912
Wave-front sensing, Phase retrieval, Optical fabrication, Aberration expansions, Active or adaptive optics, Zernike polynomials BibRef

Piscaer, P.J., Gupta, A., Soloviev, O., Verhaegen, M.,
Modal-based phase retrieval using Gaussian radial basis functions,
JOSA-A(35), No. 7, July 2018, pp. 1233-1242.
DOI Link 1912
Inverse problems, Phase retrieval, Diffraction limit, Discrete Fourier transforms, Phase retrieval, Zernike polynomials BibRef

Fatima, A.[Areeba], Nishchal, N.K.[Naveen K.],
Image authentication using a vector beam with sparse phase information,
JOSA-A(35), No. 6, June 2018, pp. 1053-1062.
DOI Link 1912
Diffraction, Fourier optics and signal processing, Phase retrieval, Vector beams BibRef

Bacca, J., Pinilla, S., Arguello, H.,
Super-Resolution Phase Retrieval From Designed Coded Diffraction Patterns,
IP(29), 2020, pp. 2598-2609.
IEEE DOI 2001
Diffraction, Apertures, Optical diffraction, Optical imaging, Super-resolution, phase retrieval, smoothed function, coded diffraction pattern BibRef

Guerrero, A., Pinilla, S., Arguello, H.,
Phase Recovery Guarantees From Designed Coded Diffraction Patterns in Optical Imaging,
IP(29), 2020, pp. 5687-5697.
IEEE DOI 2005
Diffraction, Apertures, Optical diffraction, Optical imaging, X-ray diffraction, Modulation, Phase retrieval, diffraction zones, coded apertures BibRef

Lamquin, N.[Nicolas], Clerc, S.[Sébastien], Bourg, L.[Ludovic], Donlon, C.[Craig],
OLCI A/B Tandem Phase Analysis, Part 1: Level 1 Homogenisation and Harmonisation,
RS(12), No. 11, 2020, pp. xx-yy.
DOI Link 2006
BibRef

Lamquin, N.[Nicolas], Déru, A.[Alexis], Clerc, S.[Sébastien], Bourg, L.[Ludovic], Donlon, C.[Craig],
OLCI A/B Tandem Phase Analysis, Part 2: Benefits of Sensors Harmonisation for Level 2 Products,
RS(12), No. 17, 2020, pp. xx-yy.
DOI Link 2009
BibRef

Wang, C., Wen, C., Tsai, S.L., Jin, S.,
Phase Retrieval With Learning Unfolded Expectation Consistent Signal Recovery Algorithm,
SPLetters(27), 2020, pp. 780-784.
IEEE DOI 2006
Phase retrieval, deep neural network, unfolding, decentralized algorithm BibRef

Ke, R.[Rihuan], Wagner, R.[Roland], Ramlau, R.[Ronny], Chan, R.[Raymond],
Reconstruction of the High Resolution Phase in a Closed Loop Adaptive Optics System,
SIIMS(13), No. 2, 2020, pp. 775-806.
DOI Link 2007
BibRef

Sun, X.Y.[Xin-Yao], Zimmer, A.[Aaron], Mukherjee, S.[Subhayan], Kottayil, N.K.[Navaneeth Kamballur], Ghuman, P.[Parwant], Cheng, I.[Irene],
DeepInSAR: A Deep Learning Framework for SAR Interferometric Phase Restoration and Coherence Estimation,
RS(12), No. 14, 2020, pp. xx-yy.
DOI Link 2007
BibRef

Vaswani, N.,
Nonconvex Structured Phase Retrieval: A Focus on Provably Correct Approaches,
SPMag(37), No. 5, September 2020, pp. 67-77.
IEEE DOI 2009
Standards, Extraterrestrial measurements, Complexity theory, Signal processing algorithms, Cameras, Biomedical measurement BibRef

Yang, H., Chen, C., Chen, S., Xi, F., Liu, Z.,
Interferometric Phase Retrieval for Multimode InSAR via Sparse Recovery,
GeoRS(59), No. 1, January 2021, pp. 333-347.
IEEE DOI 2012
Azimuth, Synthetic aperture radar, Doppler effect, Image resolution, Interferometry, Imaging, Radar imaging, Terrain Observation by Progressive Scan (TOPS) BibRef

Qin, S.[Shun], Zhang, Y.B.[Yong-Bing], Wang, H.Q.[Hao-Qian], Chan, W.K.[Wai Kin],
Simple accurate model-based phase diversity phase retrieval algorithm for wavefront sensing in high-resolution optical imaging systems,
IET-IPR(14), No. 17, 24 December 2020, pp. 4513-4519.
DOI Link 2104
BibRef

Wang, Y.Q.[Yun-Qi], Zhang, K.[Kui], Gong, F.[Faming], Mu, J.H.[Jing-Han], Liu, S.J.[Shu-Jun],
Interferometric Phase Reconstruction Based on Probability Generative Model: Toward Efficient Analysis of High-Dimensional SAR Stacks,
RS(13), No. 12, 2021, pp. xx-yy.
DOI Link 2106
BibRef

Huang, H.[Hao], Zhao, K.[Kun], Chen, H.[Haonan], Chen, G.[Gang], Hu, D.M.[Dong-Ming], Zhang, Y.[Yu], Yang, Z.W.[Zheng-Wei],
Improving Time-Efficiency of Variational Specific Differential Phase Estimation,
GeoRS(59), No. 7, July 2021, pp. 5642-5664.
IEEE DOI 2106
Estimation, Radar polarimetry, Logic gates, Rain, Meteorological radar, Optimization, radar applications, radar polarimetry BibRef

Shi, C.[Chuang], Tian, Y.[Yuan], Zheng, F.[Fu], Hu, Y.[Yong],
Accounting for Signal Distortion Biases for Wide-Lane and Narrow-Lane Phase Bias Estimation with Inhomogeneous Networks,
RS(14), No. 1, 2022, pp. xx-yy.
DOI Link 2201
BibRef

Fatima, G.[Ghania], Babu, P.[Prabhu],
PGPAL: A Monotonic Iterative Algorithm for Phase-Retrieval Under the Presence of Poisson-Gaussian Noise,
SPLetters(29), 2022, pp. 533-537.
IEEE DOI 2202
Extraterrestrial measurements, Phase measurement, Biomedical measurement, Noise measurement, Minimization, majorization-minimization BibRef

Li, Z.[Zhi], Yan, M.[Ming], Zeng, T.Y.[Tie-Yong], Zhang, G.X.[Gui-Xu],
Phase retrieval from incomplete data via weighted nuclear norm minimization,
PR(125), 2022, pp. 108537.
Elsevier DOI 2203
Phase retrieval, Partial magnitudes, Nuclear norm minimization, Impulse noise BibRef

Chen, Z.J.[Zhuo-Jie], Huang, Y.[Yan], Hu, Y.[Yu], Chen, Z.F.[Zhi-Feng],
Phase Recovery With Deep Complex-Domain Priors,
SPLetters(29), No. 2022, pp. 887-891.
IEEE DOI 2204
Convolution, Artificial neural networks, Kernel, Transforms, Optimization, Pollution measurement, Noise reduction, unrolled optimization BibRef

Yonel, B.[Bariscan], Yazici, B.[Birsen],
A Spectral Estimation Framework for Phase Retrieval via Bregman Divergence Minimization,
SIIMS(15), No. 2, 2022, pp. 491-520.
DOI Link 2205
BibRef

Shi, B.S.[Bao-Shun], Lian, Q.S.[Qiu-Sheng],
DualPRNet: Deep Shrinkage Dual Frame Network for Deep Unrolled Phase Retrieval,
SPLetters(29), 2022, pp. 1177-1181.
IEEE DOI 2205
Image reconstruction, Thresholding (Imaging), Supervised learning, Imaging, Training, Task analysis BibRef

Xiong, Y.F.[Yi-Feng], Ng, S.X.[Soon Xin], Long, G.L.[Gui-Lu], Hanzo, L.[Lajos],
Dual-Frequency Quantum Phase Estimation Mitigates the Spectral Leakage of Quantum Algorithms,
SPLetters(29), 2022, pp. 1222-1226.
IEEE DOI 2206
Phase estimation, Maximum likelihood estimation, Signal processing algorithms, Registers, quantum phase estimation BibRef

Shi, B.S.[Bao-Shun], Lian, Q.S.[Qiu-Sheng], Su, Y.M.[Yue-Ming],
Supervised dual tight frame learning with deep thresholding network for phase retrieval,
IET-IPR(16), No. 10, 2022, pp. 2752-2758.
DOI Link 2207
BibRef

Shangguan, S.T.[Song-Tao], Qiu, X.L.[Xiao-Lan], Han, B.[Bin], Liu, W.J.[Wen-Ju], Fu, K.[Kun],
A Novel Polarimetric Channel Imbalance Phase Estimation Method Based on the Rotated Double-Bounce Backscatters in Urban Areas,
RS(14), No. 13, 2022, pp. xx-yy.
DOI Link 2208
BibRef

Vial, P.H.[Pierre-Hugo], Magron, P.[Paul], Oberlin, T.[Thomas], Févotte, C.[Cédric],
Learning the Proximity Operator in Unfolded ADMM for Phase Retrieval,
SPLetters(29), 2022, pp. 1619-1623.
IEEE DOI 2208
Signal processing algorithms, Optimization, Convex functions, Training, Phase measurement, Loss measurement, proximity operator learning BibRef

Cha, E.[Eunju], Lee, C.[Chanseok], Jang, M.[Mooseok], Ye, J.C.[Jong Chul],
DeepPhaseCut: Deep Relaxation in Phase for Unsupervised Fourier Phase Retrieval,
PAMI(44), No. 12, December 2022, pp. 9931-9943.
IEEE DOI 2212
Imaging, Phase measurement, Image reconstruction, Physics, Neural networks, Matrix converters, CycleGAN BibRef

Dong, J.[Jonathan], Valzania, L.[Lorenzo], Maillard, A.[Antoine], Pham, T.A.[Thanh-An], Gigan, S.[Sylvain], Unser, M.[Michael],
Phase Retrieval: From Computational Imaging to Machine Learning: A tutorial,
SPMag(40), No. 1, January 2023, pp. 45-57.
IEEE DOI 2301
Machine learning algorithms, Phase measurement, Computational modeling, Neural networks, Reconstruction algorithms BibRef

Pinilla, S.[Samuel], Mishra, K.V.[Kumar Vijay], Shevkunov, I.[Igor], Soltanalian, M.[Mojtaba], Katkovnik, V.[Vladimir], Egiazarian, K.[Karen],
Unfolding-Aided Bootstrapped Phase Retrieval in Optical Imaging: Explainable AI reveals new imaging frontiers,
SPMag(40), No. 2, March 2023, pp. 46-60.
IEEE DOI 2303
Optical diffraction, Image resolution, Diffraction, Signal processing algorithms, Optical imaging, Optical sensors, Optical modulation BibRef

Chen, J.L.[Jia-Liang], Yu, Q.H.[Qing-Hua], Ge, B.[Ben], Zhang, C.[Chuang], He, Y.[Yan], Sun, S.L.[Sheng-Li],
A Phase Difference Measurement Method for Integrated Optical Interferometric Imagers,
RS(15), No. 8, 2023, pp. 2194.
DOI Link 2305
BibRef

Beinert, R.[Robert], Rezaei, S.[Saghar],
Prony-based Super-Resolution Phase Retrieval of Sparse, Multidimensional Signals,
SSVM23(55-67).
Springer DOI 2307
BibRef

Godeme, J.J.[Jean-Jacques], Fadili, J.[Jalal], Buet, X.[Xavier], Zerrad, M.[Myriam], Lequime, M.[Michel], Amra, C.[Claude],
Provable Phase Retrieval with Mirror Descent,
SIIMS(16), No. 3, 2023, pp. 1106-1141.
DOI Link 2309
BibRef

Xie, Y.[Yi], Luan, Y.C.[Yu-Chen], Chen, L.Y.[Long-Yong], Zhang, X.[Xin],
A Modified Iteration-Free SPGA Based on Removing the Linear Phase,
RS(15), No. 23, 2023, pp. 5535.
DOI Link 2312
BibRef

Flamant, J.[Julien], Usevich, K.[Konstantin], Clausel, M.[Marianne], Brie, D.[David],
Polarimetric Fourier Phase Retrieval,
SIIMS(17), No. 1, 2024, pp. 632-671.
DOI Link 2404
BibRef

Jacome, R.[Roman], Mishra, K.V.[Kumar Vijay], Sadler, B.M.[Brian M.], Arguello, H.[Henry],
Octonion Phase Retrieval,
SPLetters(31), 2024, pp. 1615-1619.
IEEE DOI 2406
Algebra, Quaternions, Signal processing algorithms, Extraterrestrial measurements, Phase measurement, Sensors, quaternion BibRef

Jacome, R.[Roman], Mishra, K.V.[Kumar Vijay], Sadler, B.M.[Brian M.], Arguello, H.[Henry],
An Invitation to Hypercomplex Phase Retrieval: Theory and applications,
SPMag(41), No. 3, May 2024, pp. 22-32.
IEEE DOI 2408
[Hypercomplex Signal and Image Processing] Correlation, Algebra, Image processing, Signal processing algorithms, Optical imaging, Sensors, Multidimensional signal processing BibRef

Cha, E.[Eunju],
Regularization by denoising diffusion process meets deep relaxation in phase,
IVC(151), 2024, pp. 105282.
Elsevier DOI 2411
Fourier phase retrieval, Diffusion model, Regularization by denoising, Convex relaxation BibRef


Shevkunov, I.[Igor], Ponomarenko, M.[Mykola], Heimo, J.[Jere], Egiazarian, K.[Karen],
Lensless Phase Retrieval with Regularization By Blind Noise Map Estimation and Denoising,
ICIP24(3986-3992)
IEEE DOI 2411
Heavily-tailed distribution, Accuracy, Parameter estimation, Noise, Noise reduction, Neural networks, Estimation, Phase retrieval, convolutional neural network BibRef

Saha, A.[Atreyee], Khan, S.S.[Salman S.], Sehrawat, S.[Sagar], Prabhu, S.S.[Sanjana S.], Bhattacharya, S.[Shanti], Mitra, K.[Kaushik],
LWGNet: Learned Wirtinger Gradients for Fourier Ptychographic Phase Retrieval,
ECCV22(VII:522-537).
Springer DOI 2211
BibRef

Shi, B.S.[Bao-Shun], Gao, Y.T.[Ya-Ting], Jiang, K.[Ke], Lian, Q.S.[Qiu-Sheng],
Convolutional Sparse Coding with Weighted L1 Norm for Phase Retrieval: Algorithm and Its Deep Unfolded Network,
ICIP22(1746-1750)
IEEE DOI 2211
Convolutional codes, Image coding, Phase measurement, Imaging, Network architecture, Minimization, Iterative algorithms, deep unrolled network BibRef

Xian, Y.[Yin], Liu, H.[Haiguang], Tai, X.C.[Xue-Cheng], Wang, Y.[Yang],
Variance-Reduced Randomized Kaczmarz Algorithm In Xfel Single-Particle Imaging Phase Retrieval,
ICIP22(3186-3190)
IEEE DOI 2211
Gradient methods, Imaging, Numerical simulation, Data processing, Biology, X-ray imaging, Phase retrieval, randomized Kaczmarz, XFEL single particle imaging BibRef

Li, Z.Y.[Zong-Yu], Lange, K.[Kenneth], Fessler, J.A.[Jeffrey A.],
Poisson Phase Retrieval With Wirtinger Flow,
ICIP21(2828-2832)
IEEE DOI 2201
Maximum likelihood estimation, Phase measurement, Computational modeling, Simulation, Gaussian noise, Data models, Non-convex optimization BibRef

Zhang, F.L.[Fei-Long], Liu, X.M.[Xian-Ming], Guo, C.[Cheng], Lin, S.Y.[Shi-Yi], Jiang, J.J.[Jun-Jun], Ji, X.Y.[Xiang-Yang],
Physics-based Iterative Projection Complex Neural Network for Phase Retrieval in Lensless Microscopy Imaging,
CVPR21(10518-10526)
IEEE DOI 2111
Deep learning, Weight measurement, Phase measurement, Microscopy, Neural networks, Loss measurement BibRef

Beinert, R.[Robert], Hasannasab, M.[Marzieh],
Phase Retrieval via Polarization in Dynamical Sampling,
SSVM21(516-527).
Springer DOI 2106
BibRef

Uelwer, T.[Tobias], Oberstraß, A.[Alexander], Harmeling, S.[Stefan],
Phase Retrieval Using Conditional Generative Adversarial Networks,
ICPR21(731-738)
IEEE DOI 2105
Training, Deep learning, Computational modeling, Neural networks, Generative adversarial networks, Time measurement, Generators BibRef

Chemudupati, S., Pokala, P.K., Seelamantula, C.S.,
Non-Convex Optimization For Sparse Interferometric Phase Estimation,
ICIP20(2885-2889)
IEEE DOI 2011
Phase estimation, Encoding, Machine learning, Noise measurement, Calculus, Dictionaries, Optimization, ADMM, Wirtinger calculus, SpInPhase BibRef

Katkovnik, V., Shevkunov, I., Egiazarian, K.,
Broadband Hyperspectral Phase Retrieval From Noisy Data,
ICIP20(3154-3158)
IEEE DOI 2011
Noise measurement, Image reconstruction, Imaging, proximal spectral operator BibRef

Arab, F.[Fahimeh], Asif, M.S.[M. Salman],
Solving Fourier Phase Retrieval with a Reference Image as a Sequence of Linear Inverse Problems,
ICIP21(2853-2857)
IEEE DOI 2201
Phase measurement, Deconvolution, Correlation, Simulation, Image processing, Data models, Noise measurement, holographic phase retrieval BibRef

Hyder, R.[Rakib], Cai, Z.[Zikui], Asif, M.S.[M. Salman],
Solving Phase Retrieval with a Learned Reference,
ECCV20(XXX: 425-441).
Springer DOI 2010
BibRef

Wu, Z., Sun, Y., Liu, J., Kamilov, U.,
Online Regularization by Denoising with Applications to Phase Retrieval,
CLI19(3887-3895)
IEEE DOI 2004
image denoising, inverse problems, iterative methods, imaging inverse problems, iterative batch procedures, Deep learning Image Prior BibRef

Arnal, R.D., Millane, R.P.,
Phase retrieval for 1D and 2D crystals,
IVCNZ17(1-5)
IEEE DOI 1902
ab initio calculations, biochemistry, biological techniques, free electron lasers, molecular biophysics, proteins, Extraterrestrial measurements BibRef

Nyfantis, P., Ruiz, P., Katsaggelos, A.K.,
Probabilistic Matrix Completion for Image Phase Retrieval,
ICIP18(3983-3987)
IEEE DOI 1809
Extraterrestrial measurements, Optimization, Convergence, Minimization, Heuristic algorithms, Discrete Fourier transforms, alternating minimization BibRef

Jhaidri, M.A., Laot, C., Thomas, A.,
Nonlinear analysis of GMSK carrier phase recovery loop,
ISIVC16(230-235)
IEEE DOI 1704
Detectors BibRef

Arnal, R.D., Millane, R.P.,
The phase problem with structured sampling,
ICVNZ16(1-5)
IEEE DOI 1701
BibRef
And:
Uniqueness for ab initio phase retrieval in macromolecular X-ray crystallography,
ICVNZ15(1-5)
IEEE DOI 1701
Convergence. X-ray crystallography BibRef

Weller, D.S.[Daniel S.],
Analysis-form sparse phase retrieval using variable-splitting,
Southwest16(61-64)
IEEE DOI 1605
AWGN BibRef

Weller, D.S.[Daniel S.], Pnueli, A.[Ayelet], Radzyner, O.[Ori], Divon, G.[Gilad], Eldar, Y.C.[Yonina C.], Fessler, J.A.[Jeffrey A.],
Phase retrieval of sparse signals using optimization transfer and ADMM,
ICIP14(1342-1346)
IEEE DOI 1502
Discrete Fourier transforms BibRef

Repetti, A.[Audrey], Chouzenoux, E.[Emilie], Pesquet, J.C.[Jean-Christophe],
A nonconvex regularized approach for phase retrieval,
ICIP14(1753-1757)
IEEE DOI 1502
Convergence BibRef

Shenoy, B.A.[Basty Ajay], Mukherjee, S.[Subhadip], Seelamantula, C.S.[Chandra Sekhar],
Phase retrieval for a class of 2-D signals characterized by first-order difference equations,
ICIP13(325-329)
IEEE DOI 1402
Compressed sensing BibRef

Avidor, G.[Gilad], Gur, E.[Eran],
An adaptive algorithm for phase retrieval from high intensity images,
IPTA10(225-228).
IEEE DOI 1007
Gerchberg-Saxton algoritm BibRef

Kondo, K., Haseyama, M., Kilajima, H.,
An efficient phase retrieval method using snakes for image reconstruction,
ICIP04(IV: 2427-2430).
IEEE DOI 0505
BibRef

Bauschke, H.H., Combettes, P.L., Luke, D.R.,
On the structure of some phase retrieval algorithms,
ICIP02(II: 841-844).
IEEE DOI 0210
BibRef

Lane, R., and Irwan, R.,
Phase Retrieval as a Means of Wavefront Sensing,
ICIP97(II: 242-245).
IEEE DOI BibRef 9700

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