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Journal ArticleDOI

Using domain knowledge in low-level visual processing to interpret handwritten music: an experiment

J. W. Roach, +1 more
- 01 Jan 1988 - 
- Vol. 21, Iss: 1, pp 33-44
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TLDR
An experiment in which knowledge of music, a highly structured domain is applied to extract primitive musical features from handwritten scores shows that if the domain of image processing is well defined, significant improvements in low-level segmentations can be achieved.
About
This article is published in Pattern Recognition.The article was published on 1988-01-01. It has received 55 citations till now. The article focuses on the topics: Domain knowledge & Pattern recognition (psychology).

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Citations
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Journal ArticleDOI

Optical music recognition: state-of-the-art and open issues

TL;DR: An overview of the literature concerning the automatic analysis of images of printed and handwritten musical scores and a reference scheme for any researcher wanting to compare new OMR algorithms against well-known ones is presented.
Journal ArticleDOI

The Challenge of Optical Music Recognition

TL;DR: The challenges posed by optical music recognition are described, and a generalised framework for software is presented that emphasises key stages that must be solved: staff line identification, musical object location, musical feature classification, and musical semantics.
Journal ArticleDOI

A Comparative Study of Staff Removal Algorithms

TL;DR: A quantitative comparison of different algorithms for the removal of stafflines from music images is presented and a new skeletonization-based approach is suggested.
Book ChapterDOI

A Critical Survey of Music Image Analysis

TL;DR: The research literature concerning the automatic analysis of images of printed and handwritten music notation, for the period 1966 through 1990, is surveyed and critically examined.
Journal ArticleDOI

Staff Detection with Stable Paths

TL;DR: This work investigates a general-purpose, knowledge-free method for the automatic detection of music staff lines based on a stable path approach that consistently outperforms well-established algorithms.
References
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Book

Computer vision

Book

The Logic of Perception

Irvin Rock
TL;DR: The theory of visual perception that Irvin Rock develops and supports in this book with numerous original experiments, views perception as the outcome of a process of unconscious inference, problem solving, and the building of structural descriptions of the external world as discussed by the authors.
Journal ArticleDOI

Angle Detection on Digital Curves

TL;DR: A simple parallel procedure for selecting significant curvature maxima and minima on a digital curve is described.
Journal ArticleDOI

Low Level Image Segmentation: An Expert System

TL;DR: A new solution to the image segmentation problem that is based on the design of a rule-based expert system that dynamically alters the processing strategy is presented.
Journal ArticleDOI

Detection of Ellipses by a Modified Hough Transformation

Tsuji, +1 more
TL;DR: This correspondence proposes a modified method which utilizes two properties of an ellipse in such a way that it iteratively searches for clusters in two different parameter spaces to find almost complete ellipses, then evaluates their parameters by the least mean squares method.