Algorithm for image stitching in the infrared

被引:11
|
作者
Semenishchev, Evgenii [1 ,2 ]
Voronin, Viacheslav [1 ,2 ]
Zelensky, Aleksandr [1 ]
Shraifel, Igor [2 ]
机构
[1] Moscow State Tech Univ STANKIN, Moscow, Russia
[2] DSTU, Rostov Na Donu, Russia
来源
关键词
infrared range; IR; image; edge detectors; image stitching;
D O I
10.1117/12.2519537
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The paper considers the question of stitching of infrared images obtained from different points and with the modified internal parameters of the camera. As test data, we use images taken by the thermal camera. To combine pairs of images, we use the several auxiliary algorithms are required, including: elimination of noise on images (denoising); restoration of sharpness on images (deblurring); search for basic elements on pairs IR images; separation of images into elements with given threshold values; search for correlations between base elements; elimination of false matches; search for the image conversion coefficient; search for the boundary of stitching and check the conditions for overlapping objects; if necessary, the perform the color correction operation and change the color balance; stitching pair of images and finding a common border. On the set of test images show the effectiveness of the proposed approach.
引用
收藏
页数:7
相关论文
共 50 条
  • [21] An Image Stitching Algorithm Based on Histogram Matching and SIFT Algorithm
    Zhang, Jing
    Chen, Guangxue
    Jia, Zhaoyang
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2017, 31 (04)
  • [22] Image Stitching Based on Improved Gradual Fusion Algorithm
    Xiu, Chunbo
    Ma, Yunfei
    PROCEEDINGS OF THE 2019 31ST CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2019), 2019, : 2933 - 2937
  • [23] The image stitching algorithm based on aggregated star groups
    Shi Qiu
    Dongmei Zhou
    Yun Du
    Signal, Image and Video Processing, 2019, 13 : 227 - 235
  • [24] A fast image stitching algorithm based on improved SURF
    Zhu Lin
    Wang Ying
    Zhao Bo
    Zhang Xiaozheng
    2014 TENTH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY (CIS), 2014, : 171 - 175
  • [25] Spherical Image Stitching Based on ORB and PROSAC Algorithm
    Li Xin
    Liu Yarong
    Li Donghui
    Yang Liyan
    Yang Xiaofei
    Wang Yuchen
    ICIIP'18: PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION PROCESSING, 2018, : 160 - 165
  • [26] Image Stitching Algorithm Based on SURF and Wavelet Transform
    Ruan, Jinxin
    Xie, Liying
    Ruan, Yuyan
    Liu, Lindong
    Chen, Qiang
    Zhang, Qian
    2018 7TH INTERNATIONAL CONFERENCE ON DIGITAL HOME (ICDH 2018), 2018, : 9 - 13
  • [27] The Implement of an Image Stitching Algorithm based on Feature Extraction
    Zhuang, Yi
    Hu, Xinrong
    Wang, Jianchun
    2009 SECOND INTERNATIONAL CONFERENCE ON EDUCATION TECHNOLOGY AND TRAINING, 2009, : 327 - 330
  • [28] Gastrointestinal image stitching based on improved unsupervised algorithm
    Yan, Rui
    Jiang, Yu
    Zhang, Chenhao
    Tang, Rui
    Liu, Ran
    Wu, Jinghua
    Su, Houcheng
    PLOS ONE, 2024, 19 (09):
  • [29] An image stitching algorithm with improved Sigmoid function weights
    Cao, HaoJie
    Zhang, Xu
    Proceedings of SPIE - The International Society for Optical Engineering, 2023, 12550
  • [30] The image stitching algorithm based on aggregated star groups
    Qiu, Shi
    Zhou, Dongmei
    Du, Yun
    SIGNAL IMAGE AND VIDEO PROCESSING, 2019, 13 (02) : 227 - 235