RI: Small: Lensless Cameras --- Enabling Novel Imaging Capabilities with Programmable Masks and Computational Imaging
RI: Small: Lensless Cameras --- Enabling Novel Imaging Capabilities with Programmable Masks and Computational Imaging
批准号:
1618823
负责人:
Aswin Sankaranarayanan
金额:
$35.0万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2016
资助国家:
美国
项目状态:
已结题
起止时间:
2016-07-01 至 2020-06-30
中文摘要
该项目从根本上开发了非常薄和灵活的新型相机。如今,成像和摄影的主要技术是通过使用透镜将光聚焦到平面传感器上。然而,这种设计需要一定的最小距离(通常为几毫米)来聚焦来自场景的光线以产生高分辨率图像。此外,透镜对于在非平面表面上成像是根本不兼容的。通过从成像系统中移除透镜,该项目设计了厚度在数百微米量级的相机。这使得能够在移动的摄影、内窥镜检查、显微镜检查和物联网中实现对相机厚度有严格要求的新应用。此外,通过利用柔性电子技术的进步,该项目正在构建用于在柔性和弯曲表面上成像的新型相机设计。无透镜成像的研究也被纳入大匹兹堡地区的初中和高中的推广活动中,在那里,相机制造研讨会向学生介绍光学和工程的基本概念,同时激励他们追求STEM职业生涯。这项研究重点是薄外形和弯曲和柔性表面上的成像设计。这是通过将精心设计的面罩放置在传感器附近来实现的。通过分析基于掩模的成像的基本能力和局限性,高度优化的掩模和相关的重建算法被设计为以高分辨率解析场景。具体地,掩模被优化以提供高光吞吐量,同时提供可逆的场景到传感器传递函数。还探索了可编程掩模设计,以实现更丰富的传递函数空间,这些传递函数不仅能够获取图像和视频,还能够获取光场。该研究使得有可能表征薄形状因子成像的基本限制和实现它们的相关成像架构。
英文摘要
This project develops fundamentally new types of cameras that are extremely thin and flexible. Today, the primary technology for imaging and photography is by using a lens to focus light onto a planar sensor. However, this design requires a certain minimum distance - often, several millimeters - to focus the light from the scene to produce a high-resolution image. In addition, lenses are fundamentally incompatible for imaging on non-planar surfaces. By removing lenses from the imaging system, this project designs cameras that have thicknesses in the order of 100s of micrometers. This enables novel applications in mobile photography, endoscopy, microscopy, and the internet-of-things where there are stringent requirements on the thickness of the camera. Further, by exploiting advances in flexible electronics, the project is building novel camera designs for imaging on flexible and curved surfaces. The research in lens-less imaging is also incorporated into outreach activities in middle and high schools in the Greater Pittsburgh area, where workshops on camera building introduce students to basics concepts in optics and engineering while inspiring them to pursue a STEM career.This research focuses on designs for imaging at thin form factors and on curved and flexible surfaces. This is achieved by placing a carefully-designed mask in close proximity to the sensor. By analyzing the fundamental capabilities and limitations of mask-based imaging, highly optimized masks and associated reconstruction algorithms are designed to resolve scenes at high resolutions. Specifically, masks are optimized to deliver high light-throughput while providing invertible scene-to-sensor transfer functions. Programmable mask designs are also explored for enabling a richer space of transfer functions that are capable of acquiring not just images and videos, but also light fields. The research makes it possible to characterize the fundamental limits of thin form-factor imaging and the associated imaging architectures that achieve them.
期刊论文(4)
专著(0)
科研奖励(0)
会议论文
DOI:
10.1109/iccphot.2019.8747330
发表时间:
2019-05
期刊:
2019 IEEE International Conference on Computational Photography (ICCP)
影响因子:
--
作者:
[Yichen Wu;Vivek Boominathan;Huaijin Chen;Aswin C. Sankaranarayanan;A. Veeraraghavan]
通讯作者:
Yichen Wu;Vivek Boominathan;Huaijin Chen;Aswin C. Sankaranarayanan;A. Veeraraghavan
DOI:
10.1109/iccphot.2019.8747327
发表时间:
2019-05
期刊:
2019 IEEE International Conference on Computational Photography (ICCP)
影响因子:
--
作者:
[Vishwanath Saragadam;Aswin C. Sankaranarayanan]
通讯作者:
Vishwanath Saragadam;Aswin C. Sankaranarayanan
DOI:
10.1109/tpami.2020.2986784
发表时间:
2020-04
期刊:
IEEE Transactions on Pattern Analysis and Machine Intelligence
影响因子:
23.6
作者:
[Yi Hua;Shigeki Nakamura;M. Salman Asif;Aswin C. Sankaranarayanan]
通讯作者:
Yi Hua;Shigeki Nakamura;M. Salman Asif;Aswin C. Sankaranarayanan
EAGER: EPCN: Computational Imaging of the Sky for Precise Prediction of Solar Variability
-
批准号:2235063
-
项目类别:Standard Grant
-
资助金额:$30.0万
-
财政年份:2022
-
负责人:Aswin Sankaranarayanan
-
依托单位:
Collaborative Research: RI : Medium: Thermal Computational Imaging
-
批准号:2107236
-
项目类别:Standard Grant
-
资助金额:$40.0万
-
财政年份:2021
-
负责人:Aswin Sankaranarayanan
-
依托单位:
CHS: Small: Towards Photorealistic Augmented and Virtual Reality Displays
-
批准号:2008464
-
项目类别:Standard Grant
-
资助金额:$50.0万
-
财政年份:2020
-
负责人:Aswin Sankaranarayanan
-
依托单位:
SaTC: CORE: Medium: Collaborative: Presentation-attack-robust biometrics systems via computational imaging of physiology and materials
-
批准号:1801382
-
项目类别:Standard Grant
-
资助金额:$27.41万
-
财政年份:2018
-
负责人:Aswin Sankaranarayanan
-
依托单位:
CAREER: Plenoptic Signal Processing --- A Framework for Sampling, Detection, and Estimation using Plenoptic Functions
-
批准号:1652569
-
项目类别:Continuing Grant
-
资助金额:$53.2万
-
财政年份:2017
-
负责人:Aswin Sankaranarayanan
-
依托单位:
国内基金
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