Optics and Precision Engineering, Volume. 31, Issue 21, 3167(2023)

Light-field angular super-resolution reconstruction via fusing 3D epipolar plane images

Chunyi CHEN*... Xiaohui FAN, Xiaojuan HU and Haiyang YU |Show fewer author(s)
Author Affiliations
  • School of Computer Science and Technology, Changchun University of Science and Technology, Changchun130022, China
  • show less
    References(26)

    [1] M LEVOY, P HANRAHAN. Light field rendering, 31-42(1996).

    [2] [2] 刘雪岩, 许聿达, 雷建昕, 等. 基于视差放大与超分辨率的三维光场腹腔镜标定[J]. 光学 精密工程, 2022, 30(5):510-517. doi: 10.37188/OPE.2021.0332LIUX Y, XUY D, LEIJ X, et al. Three-dimensional light field endoscope calibration based on light field disparity amplifier and super-resolution network[J]. Optics and Precision Engineering, 2022, 30(5):510-517.(in Chinese). doi: 10.37188/OPE.2021.0332

    [3] [3] 池汉彬, 段辉高, 胡跃强. 超构表面在三维成像与显示技术中的应用[J]. 光学 精密工程, 2022, 30(15):1775-1801. doi: 10.37188/ope.20223015.1775CHIH B, DUANH G, HUY Q. Application of metasurfaces in three-dimensonal imaging and display[J]. Optics and Precision Engineering, 2022, 30(15):1775-1801.(in Chinese). doi: 10.37188/ope.20223015.1775

    [4] [4] 吕晓波,刘宇丰,李毅威,等. 快照式光谱光场成像技术[J]. 光学精密工程,2021,29(2):220-230. doi: 10.37188/ope.20212902.0220LÜX B, LIUY F, LIY W, et al. Snapshot spectral light-field imaging technology[J]. Optics and Precision Engineering, 2021, 29(2): 220-230. (in Chinese). doi: 10.37188/ope.20212902.0220

    [5] L X SHI, H HASSANIEH, A DAVIS et al. Light field reconstruction using sparsity in the continuous Fourier domain. ACM Transactions on Graphics, 34, 1-13(2014).

    [6] S VAGHARSHAKYAN, R BREGOVIC, A GOTCHEV. Light field reconstruction using shearlet transform. IEEE Transactions on Pattern Analysis and Machine Intelligence, 40, 133-147(2018).

    [7] Y YOON, H G JEON, D YOO et al. Learning a deep convolutional network for light-field image super-resolution, 57-65(2016).

    [8] G C WU, M D ZHAO, L Y WANG et al. Light field reconstruction using deep convolutional network on EPI, 1638-1646(2017).

    [9] Y L WANG, F LIU, Z L WANG et al. End-to-end View Synthesis for Light Field Imaging with Pseudo 4DCNN. Computer Vision - ECCV 2018, 340-355(2018).

    [10] Y L WANG, F LIU, K B ZHANG et al. High-fidelity view synthesis for light field imaging with extended pseudo 4DCNN. IEEE Transactions on Computational Imaging, 6, 830-842(2020).

    [11] A SALEM, H IBRAHEM, H S KANG. RCA-LF: dense light field reconstruction using residual channel attention networks. Sensors, 22, 5254(2022).

    [12] S WANNER, B GOLDLUECKE. Variational light field analysis for disparity estimation and super-resolution. IEEE Transactions on Pattern Analysis and Machine Intelligence, 36, 606-619(2014).

    [13] E PENNER, L ZHANG. Soft 3D reconstruction for view synthesis. ACM Transactions on Graphics, 36, 1-11(2017).

    [14] N K KALANTARI, T C WANG, R RAMAMOORTHI. Learning-based view synthesis for light field cameras. ACM Transactions on Graphics, 35, 1-10(2016).

    [15] A K VADATHYA, S GIRISH, K MITRA. A deep learning framework for light field reconstruction from focus-defocus pair: a minimal hardware approach(2018).

    [16] J JIN, J H HOU, H YUAN et al. Learning light field angular super-resolution via a geometry-aware network. Proceedings of the AAAI Conference on Artificial Intelligence, 34, 11141-11148(2020).

    [17] J NAVARRO, N SABATER. Learning occlusion-aware view synthesis for light fields. Pattern Analysis and Applications, 24, 1319-1334(2021).

    [18] M S K GUL, M U MUKATI, M BÄTZ et al. Light-field view synthesis using A convolutional block attention module, 3398-3402(2021).

    [19] S YUN, J JANG, J PAIK. Geometry-aware light field angular super resolution using multiple receptive field network, 1-3(2022).

    [20] S WANNER, B GOLDLUECKE. Globally consistent depth labeling of 4D light fields. RI, 41-48(2012).

    [21] M LEVOY, M BRÉDIF et al. Light Field Photography with a Hand-held Plenoptic Camera(2005).

    [22] C SHIN, H G JEON, Y YOON et al. EPINET: a fully-convolutional neural network using epipolar geometry for depth from light field images, 4748-4757(2018).

    [23] G C WU, Y B LIU, Q H DAI et al. Learning sheared EPI structure for light field reconstruction. IEEE Transactions on Image Processing, 28, 3261-3273(2019).

    [24] K HONAUER, O JOHANNSEN, D KONDERMANN et al. A Dataset and Evaluation Methodology for Depth Estimation on 4D Light Fields. Computer Vision-ACCV 2016, 19-34(2017).

    [25] S WANNER, S MEISTER, B GOLDLUECKE. Datasets and benchmarks for densely sampled 4D light fields. The Eurographics Association, 13, 225-226(11).

    Tools

    Get Citation

    Copy Citation Text

    Chunyi CHEN, Xiaohui FAN, Xiaojuan HU, Haiyang YU. Light-field angular super-resolution reconstruction via fusing 3D epipolar plane images[J]. Optics and Precision Engineering, 2023, 31(21): 3167

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category:

    Received: Jan. 3, 2023

    Accepted: --

    Published Online: Jan. 5, 2024

    The Author Email: CHEN Chunyi (chenchunyi@hotmail.com)

    DOI:10.37188/OPE.20233121.3167

    Topics