Light Field Image Processing |
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Light Field Image Processing: An Overview |
IEEE Journal of Selected Topics in Signal Processing 2017 Project Page |
This paper overviews all aspects of light field image processing, including the basic concept and theory, acquisition, super-resolution, depth estimation, compression, editing, display, and application. |
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Light Field Reconstruction Using Deep Convolutional Network on EPI |
CVPR 2017 Project Page Source Code |
A novel convolutional neural network (CNN)-based framework is developed for light field reconstruction from a sparse set of views. |
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The Light Field Attachment: Turning a DSLR into a Light Field Camera Using a Low Budget Camera Ring |
IEEE Trans. VCG 2017 Project Page |
We propose the concept of a lens attachment that turns a standard DSLR camera and lens into a light field camera. |
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Light Field Depth Estimation via Epipolar Plane Image Analysis and Locally Linear Embedding |
IEEE Trans.CSVT 2017 |
In this paper, we propose a novel method for 4D light field depth estimation exploiting the special linear structure of epipolar plane image (EPI) and locally linear embedding (LLE). |
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Light Field Editing Based on Reparameterization |
PCM 2015 |
We propose a new scalable algorithm for light field edit propagation, based on reparametrizing the input light field so that the coherence in the angular domain of the edits is preserved. |
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Light Field From Micro-baseline Image Pair |
CVPR 2015 Project Page Source Code |
We present a novel phase-based approach for recon- structing 4D light field from a micro-baseline stereo pair. |
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Coded Aperture Pair for Quantitative Phase Imaging |
Optics Letters 2014 Project Page |
This letter presents a new snapshot approach to hyper-spectral imaging via dual optical coding and compressive computational reconstruction. |
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Light Field Camera Array and Dynamic Light Field Streaming |
EUROSIP08 VCIP07 ICME06 Project Page |
We present a flexible 3DTV system in which multi-view video streams are captured, compressed, transmitted, and finally converted to high-quality 3D video in real time. |
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