Geometric blur for template matching

被引:0
|
作者
Berg, AC [1 ]
Malik, J [1 ]
机构
[1] Univ Calif Berkeley, Div Comp Sci, Berkeley, CA 94720 USA
关键词
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
We address the problem of finding point correspondences in images by way of an approach to template matching that is robust under affine distortions. This is achieved by applying "geometric blur" to both the template and the image, resulting in a fall-off in similarity that is close to linear in the norm of the distortion between the template and the image. Results in wide baseline stereo correspondence, face detection, and feature correspondence are included.
引用
收藏
页码:607 / 614
页数:8
相关论文
共 50 条
  • [1] Statistical template matching under geometric transformations
    Sibiryakov, Alexander
    [J]. DISCRETE GEOMETRY FOR COMPUTER IMAGERY, PROCEEDINGS, 2008, 4992 : 225 - 237
  • [2] Blur Invariant Template Matching Using Projection onto Convex Sets
    Lebl, Matej
    Sroubek, Filip
    Kautsky, Jaroslav
    Flusser, Jan
    [J]. COMPUTER ANALYSIS OF IMAGES AND PATTERNS, CAIP 2019, PT I, 2019, 11678 : 351 - 362
  • [3] Impulse restoration template matching under geometric uncertainties
    Dufour, RM
    Miller, EL
    Galatsanos, NP
    [J]. 2000 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL II, PROCEEDINGS, 2000, : 950 - 953
  • [4] Time Series Analysis Using Geometric Template Matching
    Frank, Jordan
    Mannor, Shie
    Pineau, Joelle
    Precup, Doina
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2013, 35 (03) : 740 - 754
  • [5] Template Matching Based on Geometric Invariance in Deep Neural Network
    Cao, Yaming
    Yang, Zhen
    Wang, Haijiao
    Peng, Xiaodong
    Gao, Chen
    Li, Yun
    [J]. IEEE ACCESS, 2019, 7 : 82174 - 82182
  • [6] Template matching based object recognition with unknown geometric parameters
    Dufour, RM
    Miller, EL
    Galatsanos, NP
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2002, 11 (12) : 1385 - 1396
  • [7] Sea ice video image processing using geometric transformation and template matching
    Kubo, M
    Kutsuwada, D
    Muramoto, K
    [J]. IGARSS 2000: IEEE 2000 INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOL I - VI, PROCEEDINGS, 2000, : 475 - 477
  • [8] Component Extraction on CT Volumes of Assembled Products Using Geometric Template Matching
    Muramatsu, Katsutoshi
    Ohtake, Yutaka
    Suzuki, Hiromasa
    Nagai, Yukie
    [J]. THIRTEENTH INTERNATIONAL CONFERENCE ON QUALITY CONTROL BY ARTIFICIAL VISION 2017, 2017, 10338
  • [9] Real Time Augmented Reality Tracking Registration Based on Motion Blur Template Matching Image Construction Model
    Tian, Lei
    Zhou, Jin
    [J]. MOBILE NETWORKS & APPLICATIONS, 2022, 27 (03): : 874 - 885
  • [10] Real Time Augmented Reality Tracking Registration Based on Motion Blur Template Matching Image Construction Model
    Lei Tian
    Jin Zhou
    [J]. Mobile Networks and Applications, 2022, 27 : 874 - 885