本文選題：譜線檢測與刪除 + 光學(xué)樂譜識別　； 參考：《計(jì)算機(jī)科學(xué)與探索》2017年12期

【摘要】：譜線檢測與刪除是光學(xué)樂譜識別中重要和關(guān)鍵的環(huán)節(jié)之一。在樂譜中,譜線往往與大多數(shù)符號交叉或重疊,即存在像素屬于譜線像素同時也屬于符號像素的情況,因此刪除譜線并且不破壞音樂符號并非易事。研究目標(biāo)是需要刪除僅僅屬于譜線的像素,觀察樂譜圖像可以發(fā)現(xiàn)譜線像素與非譜線像素局部紋理存在差異,主要表現(xiàn)為譜線像素的局部紋理與譜線寬度相關(guān),簡潔明了,而非譜線像素的局部紋理除了存在僅與自己本身相關(guān)的情況,還存在與交叉點(diǎn)相關(guān)的情況。因此,采用局部二進(jìn)制模式通過提取局部紋理特征,獲得譜線像素與非譜線像素局部紋理的差異,對譜線與非譜線像素進(jìn)行檢測分類,進(jìn)而將譜線像素刪除。該方法不僅可以刪除理想狀態(tài)下樂譜譜線,對彎曲狀態(tài)下樂譜譜線同樣適用。實(shí)驗(yàn)結(jié)果證明了該方法在像素誤差、片段誤差等性能指標(biāo)上優(yōu)于現(xiàn)有常用方法。
[Abstract]:Spectral line detection and deletion is one of the important and key links in optical music spectrum recognition. In music, spectral lines are often crossed or overlapped with most symbols, that is, pixels belong to spectral pixels as well as symbol pixels, so it is not easy to delete spectral lines without destroying music symbols. The goal of the study is to delete only the pixels belonging to the spectral lines. Observing the music spectrum images, we can find that there are differences in the local textures between the line pixels and the non-line pixels, which mainly show that the local textures of the line pixels are related to the spectral line width and are concise and clear. The local textures of non-spectral pixels are not only related to themselves, but also related to intersection points. Therefore, using local binary mode to extract local texture features, the difference between spectral line pixel and non-spectral line pixel is obtained, and the spectral line pixel is detected and classified, and then the spectral line pixel is deleted. This method can not only delete the music spectrum line in ideal state, but also apply to the music spectrum line in bending state. The experimental results show that the proposed method is superior to the existing methods in pixel error, segment error and other performance indexes.
【作者單位】： 天津大學(xué)電子信息工程學(xué)院;
【基金】：國家自然科學(xué)基金Nos.61101225,60802049,61471263 天津市自然科學(xué)基金No.16JCZDJC31100~~
【分類號】：J613.4;TP391.41
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本文編號：1794054