Lytro camera technology: theory, algorithms, performance analysis
نویسندگان
چکیده
The Lytro camera is the first implementation of a plenoptic camera for the consumer market. We consider it a successful example of the miniaturization aided by the increase in computational power characterizing mobile computational photography. The plenoptic camera approach to radiance capture uses a microlens array as an imaging system focused on the focal plane of the main camera lens. This paper analyzes the performance of Lytro camera from a system level perspective, considering the Lytro camera as a black box, and uses our interpretation of Lytro image data saved by the camera. We present our findings based on our interpretation of Lytro camera file structure, image calibration and image rendering; in this context, artifacts and final image resolution are discussed.
منابع مشابه
An alternative mathematical modeling of the scintillation camera and framework for performance analysis of gamma-ray positioning algorithms
Introduction: Substantive amount of work has been done in modeling and analyzing the scintillation camera system processes including positioning and image formation. The goal of this work is to develop a framework for analyzing performance of nonlinear positioning methods upon construction of a mathematical model of the system. In this study, the photodetector array counts are ...
متن کاملNew Light Field Image Dataset
Recently, an emerging light field imaging technology, which enables capturing full light information in a scene, has gained a lot of interest. To design, develop, implement, and test novel algorithms in light field image processing and compression, the availability of suitable light field image datasets is essential. In this paper, a publicly available light field image dataset is introduced an...
متن کاملSimulated Programmable Apertures with Lytro
This paper presents a simulation method using the commercial light field camera Lytro, which allows simulation of various aperture shapes and noise characteristics. A modified shift-and-add algorithm is used to implement aperture shape simulation. Two example use cases, special bokeh effects generation and multiplexed light field acquisition analysis, are given to demonstrate the system. Compar...
متن کاملGenerating Anaglyphs from Light Field Images
Light-field imaging systems have received a lot of attention recently, especially with the release of Lytro cameras for consumer application. Extensive research has been conducted in optimizing and developing applications for light-field images [1,2]. To investigate the potential use of light-field imaging systems as an experimental analysis tool, an automated image processing algorithm was dev...
متن کاملLCAV-31: a dataset for light field object recognition
We present LCAV-31, a multi-view object recognition dataset designed specifically for benchmarking light field image analysis tasks. The principal distinctive factor of LCAV-31 compared to similar datasets is its design goals and availability of novel visual information for more accurate recognition (i.e. light field information). The dataset is composed of 31 object categories captured from or...
متن کامل