Compact and lightweight panoramic annular lens for computer vision tasks

被引:14
作者
Gao, Shaohua [1 ]
Sun, Lei [1 ,2 ]
Jiang, Qi [1 ]
Shi, Hao [1 ]
Wang, Jia [1 ]
Wang, Kaiwei [1 ,3 ]
Bai, Jian [1 ]
机构
[1] Zhejiang Univ, State Key Lab Modern Opt Instrumentat, Hangzhou 310027, Peoples R China
[2] Swiss Fed Inst Technol, Comp Vis Lab, CH-8092 Zurich, Switzerland
[3] Zhejiang Univ, Natl Engn Res Ctr Opt Instrumentat, Hangzhou 310058, Peoples R China
基金
中国国家自然科学基金;
关键词
ULTRAWIDE ANGLE; DESIGN;
D O I
10.1364/OE.465888
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
We propose a focal power distribution theory for the design of a compact panoramic annular lens (PAL) system based on Petzval sum correction. The system has a large field of view (FoV) of 360 degrees x(25 degrees-100 degrees). Its total length is 29.2 mm and weight is only 20 g. The proposed compact PAL system achieves large FoV and loose tolerances while maintaining small volume and low cost. It solves the shortcomings of traditional PAL systems that cannot be mounted on miniaturized portable devices due to their large volume and weight. We equip the compact PAL system with a novel and customized image enhancement model: PAL-Restormer to achieve better imaging quality. The produced images are further evaluated in various panoramic environment perception tasks. Extensive experiments show the promising potential of our proposed compact PAL system for the applications in wearable devices and mobile robots. (C) 2022 Optica Publishing Group under the terms of the Optica Open Access Publishing Agreement
引用
收藏
页码:29940 / 29956
页数:17
相关论文
共 29 条
  • [1] NTIRE 2017 Challenge on Single Image Super-Resolution: Dataset and Study[J]. Agustsson, Eirikur;Timofte, Radu. 2017 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS (CVPRW), 2017
  • [2] Unprocessing Images for Learned Raw Denoising[J]. Brooks, Tim;Mildenhall, Ben;Xue, Tianfan;Chen, Jiawen;Sharlet, Dillon;Barron, Jonathan T. 2019 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2019), 2019
  • [3] Design of an ultrawide angle catadioptric lens with an annularly stitched aspherical surface[J]. Cheng, Dewen;Gong, Chen;Xu, Chen;Wang, Yongtian. OPTICS EXPRESS, 2016(03)
  • [4] Dosovitskiy A, 2021, Arxiv, DOI [arXiv:2010.11929, DOI 10.48550/ARXIV.2010.11929]
  • [5] Design of a compact dual-channel panoramic annular lens with a large aperture and high resolution[J]. Gao, Shaohua;Tsyganok, Elena A.;Xu, Xiping. APPLIED OPTICS, 2021(11)
  • [6] Design of a compact two-channel panoramic optical system[J]. Huang, Yun-han;Liu, Zhi-ying;Fu, Yue-gang;Zhang, He. OPTICS EXPRESS, 2017(22)
  • [7] Stray light analysis and suppression of panoramic annular lens[J]. Huang, Zhi;Bai, Jian;Lu, Tian Xiong;Hou, Xi Yun. OPTICS EXPRESS, 2013(09)
  • [8] Jocher G., 2020, ULTRALYTICS YOLOV5 V
  • [9] Li XT, 2014, Geometrical Optics, Aberrations and Optical Design
  • [10] Microsoft COCO: Common Objects in Context[J]. Lin, Tsung-Yi;Maire, Michael;Belongie, Serge;Hays, James;Perona, Pietro;Ramanan, Deva;Dollar, Piotr;Zitnick, C. Lawrence. COMPUTER VISION - ECCV 2014, PT V, 2014