Acta Optica Sinica, Volume. 43, Issue 20, 2026001(2023)
Spectrum Concentration Based Reparameterization for Light Field Denoising
[1] Fang L, Dai Q H. Computational light field imaging[J]. Acta Optica Sinica, 40, 0111001(2020).
[3] Wu H. Research on Gaussian noise denoising algorithm for digital images[D](2018).
[4] Foi A, Trimeche M, Katkovnik V et al. Practical Poissonian-Gaussian noise modeling and fitting for single-image raw-data[J]. IEEE Transactions on Image Processing, 17, 1737-1754(2008).
[5] Lan X, Liu X X, Shen H F et al. A novel median filter to iteratively remove salt-and-pepper noise from highly corrupted images[J]. Geomatics and Information Science of Wuhan University, 42, 1731-1737(2017).
[6] Wanner S, Goldluecke B. Variational light field analysis for disparity estimation and super-resolution[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 36, 606-619(2014).
[7] Chen J, Hou J H, Ni Y et al. Accurate light field depth estimation with superpixel regularization over partially occluded regions[J]. IEEE Transactions on Image Processing, 27, 4889-4900(2018).
[8] Shin C, Jeon H G, Yoon Y et al. EPINET: a fully-convolutional neural network using epipolar geometry for depth from light field images[C], 4748-4757(2018).
[9] Wang T C, Zhu J Y, Hiroaki E et al. A 4D light-field dataset and CNN architectures for material recognition[M]. Leibe B, Matas J, Sebe N, et al. Computer vision-ECCV 2016, 9907, 121-138(2016).
[10] Hou J H, Chen J, Chau L P. Light field image compression based on bi-level view compensation with rate-distortion optimization[J]. IEEE Transactions on Circuits and Systems for Video Technology, 29, 517-530(2019).
[11] Shao L, Yan R M, Li X L et al. From heuristic optimization to dictionary learning: a review and comprehensive comparison of image denoising algorithms[J]. IEEE Transactions on Cybernetics, 44, 1001-1013(2014).
[12] Jain P, Tyagi V. A survey of edge-preserving image denoising methods[J]. Information Systems Frontiers, 18, 159-170(2016).
[13] Dabov K, Foi A, Katkovnik V et al. Image denoising by sparse 3-D transform-domain collaborative filtering[J]. IEEE Transactions on Image Processing, 16, 2080-2095(2007).
[14] Jovanov L, Pizurica A, Schulte S et al. Combined wavelet-domain and motion-compensated video denoising based on video codec motion estimation methods[J]. IEEE Transactions on Circuits and Systems for Video Technology, 19, 417-421(2009).
[15] Sepas-Moghaddam A, Correia P L, Pereira F. Light field denoising: exploiting the redundancy of an epipolar sequence representation[C](2016).
[16] Maggioni M, Boracchi G, Foi A et al. Video denoising, deblocking, and enhancement through separable 4-D nonlocal spatiotemporal transforms[J]. IEEE Transactions on Image Processing, 21, 3952-3966(2012).
[17] Ye W B, Li S T, Zhao X J et al. A K times singular value decomposition based image denoising algorithm for DoFP polarization image sensors with Gaussian noise[J]. IEEE Sensors Journal, 18, 6138-6144(2018).
[18] Mitra K, Veeraraghavan A. Light field denoising, light field superresolution and stereo camera based refocussing using a GMM light field patch prior[C], 22-28(2012).
[19] Alain M, Smolic A. Light field denoising by sparse 5D transform domain collaborative filtering[C](2017).
[20] Dansereau D G, Bongiorno D L, Pizarro O et al. Light field image denoising using a linear 4D frequency-hyperfan all-in-focus filter[J]. Proceedings of SPIE, 8657, 86570P(2013).
[21] Dansereau D G, Pizarro O, Williams S B. Linear volumetric focus for light field cameras[J]. ACM Transactions on Graphics, 34, 1-15.
[22] Premaratne S U, Liyanage N, Edussooriya C U S et al. Real-time light field denoising using a novel linear 4-D hyperfan filter[J]. IEEE Transactions on Circuits and Systems I: Regular Papers, 67, 2693-2706(2020).
[23] Chai J X, Tong X, Chan S C et al. Plenoptic sampling[C], 307-318(2000).
[24] Zhang C, Chen T. Spectral analysis for sampling image-based rendering data[J]. IEEE Transactions on Circuits and Systems for Video Technology, 13, 1038-1050(2003).
[25] Do M N, Marchand-Maillet D, Vetterli M. On the bandwidth of the plenoptic function[J]. IEEE Transactions on Image Processing, 21, 708-717(2012).
[26] Gilliam C, Dragotti P L, Brookes M. On the spectrum of the plenoptic function[J]. IEEE Transactions on Image Processing, 23, 502-516(2014).
[27] Lin Z C, Shum H Y. A geometric analysis of light field rendering[J]. International Journal of Computer Vision, 58, 121-138(2004).
[28] Chan S C, Shum H Y. A spectral analysis for light field rendering[C], 25-28(2002).
[29] Zhang C, Chen T. A survey on image-based rendering: representation, sampling and compression[J]. Signal Processing: Image Communication, 19, 1-28(2004).
[30] Zhu C J, Yu L. Spectral analysis of image-based rendering data with scene geometry[J]. Multimedia Systems, 23, 627-644(2017).
[31] Dansereau D, Bruton L. A 4D frequency-planar IIR filter and its application to light field processing[C](2003).
[32] Ng R. Fourier slice photography[J]. ACM Transactions on Graphics, 24, 735-744.
[33] Alain M, Smolic A. Spectral analysis of re-parameterized light fields[J]. Signal Processing: Image Communication, 108, 116751(2022).
[34] Isaksen A, McMillan L, Gortler S J. Dynamically reparameterized light fields[C], 297-306(2000).
[35] Ao H B, Zhang Y B, Jarabo A et al. Light field editing based on reparameterization[M]. Ho Y S, Sang J, Ro Y M, et al. Advances in multimedia information processing-PCM 2015, 9314, 601-610(2015).
[36] Dansereau D, Bruton L T. A 4-D dual-fan filter bank for depth filtering in light fields[J]. IEEE Transactions on Signal Processing, 55, 542-549(2007).
[37] Zhu C J, Zhang H, Liu Q M et al. Frequency analysis of light field sampling for texture information[J]. Optics Express, 28, 11548-11572(2020).
[38] Honauer K, Johannsen O, Kondermann D et al. A dataset and evaluation methodology for depth estimation on 4D light fields[M]. Leibe B, Matas J, Sebe N, et al. Computer vision-ACCV 2016, 10113, 19-34(2017).
[40] Dansereau D G, Pizarro O, Williams S B. Decoding, calibration and rectification for lenselet-based plenoptic cameras[C], 1027-1034(2013).
Get Citation
Copy Citation Text
Tiantian Wang, Di He, Chang Liu, Jun Qiu. Spectrum Concentration Based Reparameterization for Light Field Denoising[J]. Acta Optica Sinica, 2023, 43(20): 2026001
Category: Physical Optics
Received: Mar. 10, 2023
Accepted: May. 19, 2023
Published Online: Oct. 23, 2023
The Author Email: Qiu Jun (qiujun@bistu.edu.cn)