Towards Skin Image Mosaicing

被引:0
|
作者
Faraz, Khuram [1 ,2 ]
Blondel, Walter [1 ,2 ]
Amouroux, Marine [1 ,2 ]
Daul, Christian [1 ,2 ]
机构
[1] Univ Lorraine, CRAN, UMR 7039, 2 Ave Foret Haye, F-54516 Vandoeuvre Les Nancy, France
[2] CNRS, CRAN, UMR 7039, F-54516 Vandoeuvre Les Nancy, France
来源
2016 SIXTH INTERNATIONAL CONFERENCE ON IMAGE PROCESSING THEORY, TOOLS AND APPLICATIONS (IPTA) | 2016年
关键词
Image mosaicing; Image registration; Optical flow; Teledermatology; Skin;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a framework for mosaicing high resolution skin video sequences in the context of teledermatology. While considering different stages of the mosaicing pipeline, including stitching and blending, several feature- and intensity-based image registration approaches are compared. Their performances in terms of quantitative and qualitative results are discussed so as to move towards the selection of the most suited approach. Although the intensity based approach proved to be more precise over short displacements, the feature based approach is advantageous in terms of computation time apart from being more reliable over large displacements, thus permitting a faster mosaic construction by skipping over some frames in the sequence.
引用
收藏
页数:6
相关论文
共 50 条
  • [21] Image Mosaicing Based on Improved Optimal Seam-Cutting
    Ai, Yunting
    Kan, Jiangming
    IEEE ACCESS, 2020, 8 : 181526 - 181533
  • [22] A Dynamic Programming Inspired Outlier Rejection Algorithm for Image Mosaicing Problem
    Smith, Christopher
    Dinc, Semih
    THIRTEENTH INTERNATIONAL CONFERENCE ON MACHINE VISION (ICMV 2020), 2021, 11605
  • [23] Various Document Image Mosaicing Method in Image processing : A Survey
    Prajapati, Dhruven
    Dangarwala, Kruti J.
    2015 INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATION ENGINEERING SYSTEMS (SPACES), 2015, : 281 - 285
  • [24] Pipeline Scene Reconstruction Based on Image Mosaicing
    Gao, Zishu
    Li, En
    Yang, Lei
    Liang, Zize
    2018 37TH CHINESE CONTROL CONFERENCE (CCC), 2018, : 5322 - 5327
  • [25] Fast Underwater Image Mosaicing through Submapping
    Elibol, Armagan
    Kim, Jinwhan
    Gracias, Nuno
    Garcia, Rafael
    JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2017, 85 (01) : 167 - 187
  • [26] The Research of Reducing Misregistration Based on Image Mosaicing
    Ding, Yi
    Fu, Xian
    ADVANCES IN NEURAL NETWORKS - ISNN 2014, 2014, 8866 : 629 - 636
  • [27] Using trilinearity to reduce misregistration in image mosaicing
    Chiba, N
    Minoh, M
    Kano, H
    THREE-DIMENSIONAL IMAGE CAPTURE AND APPLICATIONS IV, 2001, 4298 : 111 - 118
  • [28] Image panoramic mosaicing with global and local registration
    Li, Q
    Zhen, J
    Zhang, JH
    IMAGE MATCHING AND ANALYSIS, 2001, 4552 : 51 - 56
  • [29] Performance Evaluation Approach for Image Mosaicing Algorithm
    Zhang Weibo
    Li Jianxun
    Zhang Zhi
    2013 25TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2013, : 3786 - 3791
  • [30] Fast Underwater Image Mosaicing through Submapping
    Armagan Elibol
    Jinwhan Kim
    Nuno Gracias
    Rafael Garcia
    Journal of Intelligent & Robotic Systems, 2017, 85 : 167 - 187