A Fast Skeleton Algorithm on Block Represented Binary Images
نویسندگان
چکیده
This paper describes a binary image representation scheme, which is called Image Block Representation and presents a new skeletonization algorithm, which is fast implemented on block represented binary images. The main purpose of the Image Block Representation is to provide an efficient binary image representation that permits the execution of operations on image areas instead of image points. The skeletonization algorithm operates in four subiterations: each subiteration deletes the north, the south, the west and the east boundary points, respectively. Due to the substitution of the boundary points by the block’s boundary points the relevant operations are performed fast, while preserving the end points and the object connectivity.
منابع مشابه
Real-Time Computation of Statistical Moments on Binary Images Using Block Representation for Learning Systems
This paper presents a new approach and an algorithm for binary image representation, which is applied for the fast and efficient computation of moments in binary images. In the terminology of this paper the binary image representation scheme is called block representation, since it represents the image as a set of nonoverlapping rectangular areas. The fast computation of moments in block repres...
متن کاملMorphological skeleton representation and coding of binary images
This paper presents the results of a study on the use of morphological set operations to represent and encode a discrete binary image by parts of its skeleton, a thinned version of the image containing complete information about its shape and size. Using morphological erosions and openings, a finite image can be uniquely decomposed into a finite number of skeleton subsets and then the image can...
متن کاملReal-time computation of two-dimensional moments on binary images using image block representation
This work presents a new approach and an algorithm for binary image representation, which is applied for the fast and efficient computation of moments on binary images. This binary image representation scheme is called image block representation, since it represents the image as a set of nonoverlapping rectangular areas. The main purpose of the image block representation process is to provide a...
متن کاملFast and Real-time Moment Computation Methods of Gray Images Using Image Block Representation
Moments constitute a well known tool in the field of image analysis and pattern recognition but they suffer from the drawback of high computational cost. Efforts for the reduction of the required computational complexity have been reported, but are mainly focused on binary images. Image Block Representation (IBR) has been introduced some years ago and is applicable only on binary images. The bl...
متن کاملFast algorithms for basic processing and analysis operations on block-represented binary images
This paper describes a binary intage representation schente, called Image Block Representation and presents new algorithms for a number of basic binary image processing and analysis operations, which are rapidly intplemented on block-represented binary images. The main purpose of the hnage Block Representation is to provide an efficient binary image representation that pemtits the execution of ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2007