[图书][B] Computer and machine vision: theory, algorithms, practicalities
ER Davies - 2012 - books.google.com
Computer and Machine Vision: Theory, Algorithms, Practicalities (previously entitled
Machine Vision) clearly and systematically presents the basic methodology of computer and …
Machine Vision) clearly and systematically presents the basic methodology of computer and …
Shape matching and classification using height functions
We propose a novel shape descriptor for matching and recognizing 2D object silhouettes.
The contour of each object is represented by a fixed number of sample points. For each …
The contour of each object is represented by a fixed number of sample points. For each …
[图书][B] Wavelet theory approach to pattern recognition
YY Tang - 2009 - books.google.com
The 2nd edition is an update of the book Wavelet Theory and its Application to Pattern
Recognition published in 2000. Three new chapters, which are research results conducted …
Recognition published in 2000. Three new chapters, which are research results conducted …
Improvement of the fast clustering algorithm improved by-means in the big data
T Xie, R Liu, Z Wei - Applied Mathematics and Nonlinear Sciences, 2020 - sciendo.com
Clustering as a fundamental unsupervised learning is considered an important method of
data analysis, and K-means is demonstrably the most popular clustering algorithm. In this …
data analysis, and K-means is demonstrably the most popular clustering algorithm. In this …
Skeleton pruning as trade-off between skeleton simplicity and reconstruction error
Skeletons can be viewed as a compact shape representation in that each shape can be
completely reconstructed from its skeleton. However, the usefulness of a skeletal …
completely reconstructed from its skeleton. However, the usefulness of a skeletal …
A modified ZS thinning algorithm by a hybrid approach
L Ben Boudaoud, B Solaiman, A Tari - The Visual Computer, 2018 - Springer
Thinning is one of the most important techniques in the field of image processing. It is
applied to erode the image of an object layer-by-layer until a skeleton is left. Several …
applied to erode the image of an object layer-by-layer until a skeleton is left. Several …
Automatic determination of seamlines for aerial image mosaicking based on vector roads alone
Y Wan, D Wang, J Xiao, X Lai, J Xu - ISPRS Journal of Photogrammetry and …, 2013 - Elsevier
Image mosaicking is defined as the registration of two or more images that are then
combined into a single image. One of the most difficult steps in the automatic mosaicking of …
combined into a single image. One of the most difficult steps in the automatic mosaicking of …
Image denoising based on wavelets and multifractals for singularity detection
J Zhong, R Ning - IEEE Transactions on Image Processing, 2005 - ieeexplore.ieee.org
This paper presents a very efficient algorithm for image denoising based on wavelets and
multifractals for singularity detection. A challenge of image denoising is how to preserve the …
multifractals for singularity detection. A challenge of image denoising is how to preserve the …
Wavelet-based approach to character skeleton
Character skeleton plays a significant role in character recognition. The strokes of a
character may consist of two regions, ie, singular and regular regions. The intersections and …
character may consist of two regions, ie, singular and regular regions. The intersections and …
Despeckle and geographical feature extraction in SAR images by wavelet transform
This paper presents a method to despeckle Synthetic Aperture Radar (SAR) image, and
then extract geographical features in it. In this research work, speckle is reduced by …
then extract geographical features in it. In this research work, speckle is reduced by …