Light field super resolution through controlled micro-shifts of light field sensor

نویسندگان

  • M. Umair Mukati
  • Bahadir K. Gunturk
چکیده

Light field cameras presents new capabilities, such as post-capture refocusing and aperture control, through capturing directional and spatial distribution of light rays in space. Among different light field camera implementations, micro-lens array based light field cameras is a cost-effective and compact approach to capture light field. One drawback of the micro-lens array based light field cameras is low spatial resolution due to the fact that a single sensor is shared to capture both spatial and angular information. To address the low spatial resolution issue, we present a light field imaging approach that captures and fuses multiple light fields to improve the spatial resolution. For each capture, the light field sensor is shifted in fractional micro-lens steps by means of an XY stage for optimal performance.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Resolution Preserving Light Field Photography Using Overcomplete Dictionaries And Incoherent Projections

1 We present a computational framework and mask-based optical de2 sign for resolution-preserving light field reconstructions from a sin3 gle modulated sensor image. Compressive computational recon4 struction techniques are used in combination with learned overcom5 plete dictionaries that capture the essential building blocks of natu6 ral light fields. The mask patterns in the camera create inco...

متن کامل

Light Field Super-Resolution Via Graph-Based Regularization

Light field cameras can capture the 3D information in a scene with a single shot. This special feature makes light field cameras very appealing for a variety of applications: from the popular post-capture refocus, to depth estimation and imagebased rendering. However, light field cameras suffer by design from strong limitations in their spatial resolution, which should therefore be augmented by...

متن کامل

High-Resolution Light-Field Microscopy

By combining a high-resolution image from a standard camera with a low-resolution wavefront measurement from a Shack-Hartmann sensor, we numerically reconstruct a highresolution light field. We experimentally demonstrate the method with a commercially available microscope. ©2013 Optical Society of America OCIS codes: (110.0180) Microscopy; (110.1758) Computational imaging; (100.6640) Superresol...

متن کامل

Analysis of the noise in back-projection light field acquisition and its optimization

Light field reconstruction from images captured by focal plane sweeping can achieve high lateral resolution comparable to the modern camera sensor. This is impossible for the conventional micro-lenslet-based light field capture systems. However, the severe defocus noise and the low depth resolution limit its applications. In this paper, we analyze the defocus noise in the focal-plane-sweeping-b...

متن کامل

Light Field Super-Resolution using a Low-Rank Prior and Deep Convolutional Neural Networks

Light field imaging has recently known a regain of interest due to the availability of practical light field capturing systems that offer a wide range of applications in the field of computer vision. However, capturing high-resolution light fields remains technologically challenging since the increase in angular resolution is often accompanied by a significant reduction in spatial resolution. T...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:
  • CoRR

دوره abs/1709.09422  شماره 

صفحات  -

تاریخ انتشار 2017