模式識別信函旨在快速出版對模式識別有廣泛興趣的簡明文章。主題領(lǐng)域包括由國際模式識別協(xié)會技術(shù)委員會代表的所有當(dāng)前感興趣的領(lǐng)域，以及涉及學(xué)習(xí)和識別的其他發(fā)展主題。示例包括：?統(tǒng)計(jì)、結(jié)構(gòu)、句法模式識別；?神經(jīng)網(wǎng)絡(luò)、機(jī)器學(xué)習(xí)、數(shù)據(jù)挖掘；?離散幾何、代數(shù)、基于圖形的模式識別技術(shù)；?信號分析、圖像編碼與處理、形狀與紋理分析；?計(jì)算機(jī)視覺、機(jī)器人、遙感；?文檔處理、文本和圖形識別、數(shù)字圖書館；?語音識別、音樂分析、多媒體系統(tǒng)；?自然語言分析、信息檢索；?生物統(tǒng)計(jì)學(xué)、生物醫(yī)學(xué)模式分析和信息系統(tǒng)；?用于模式識別的特殊硬件架構(gòu)和軟件包。我們邀請投稿作為研究報(bào)告或評論。研究報(bào)告應(yīng)是方法學(xué)發(fā)明和發(fā)現(xiàn)的簡明摘要，具有廣泛應(yīng)用的潛力。或者，它們可以描述已建立的技術(shù)的重要和新穎的應(yīng)用，這些應(yīng)用對相同的應(yīng)用領(lǐng)域和其他類似領(lǐng)域具有很高的參考價(jià)值。注釋可以是課堂講稿、主題評論、會議報(bào)告，也可以是廣泛關(guān)注的關(guān)鍵問題的辯論。為了滿足不同讀者的興趣，引言應(yīng)該用模式識別中公認(rèn)的術(shù)語對該作品的背景進(jìn)行簡要概述，說明其獨(dú)特的貢獻(xiàn)，并討論該作品在當(dāng)前主題領(lǐng)域之外的更廣泛的影響。所有的貢獻(xiàn)都是根據(jù)科學(xué)價(jià)值和潛在利益的廣度來審查的。

Pattern Recognition Letters aims at rapid publication of concise articles of a broad interest in pattern recognition.Subject areas include all the current fields of interest represented by the Technical Committees of the International Association of Pattern Recognition, and other developing themes involving learning and recognition. Examples include:? Statistical, structural, syntactic pattern recognition;? Neural networks, machine learning, data mining;? Discrete geometry, algebraic, graph-based techniques for pattern recognition;? Signal analysis, image coding and processing, shape and texture analysis;? Computer vision, robotics, remote sensing;? Document processing, text and graphics recognition, digital libraries;? Speech recognition, music analysis, multimedia systems;? Natural language analysis, information retrieval;? Biometrics, biomedical pattern analysis and information systems;? Special hardware architectures, software packages for pattern recognition.We invite contributions as research reports or commentaries.Research reports should be concise summaries of methodological inventions and findings, with strong potential of wide applications.Alternatively, they can describe significant and novel applications of an established technique that are of high reference value to the same application area and other similar areas.Commentaries can be lecture notes, subject reviews, reports on a conference, or debates on critical issues that are of wide interests.To serve the interests of a diverse readership, the introduction should provide a concise summary of the background of the work in an accepted terminology in pattern recognition, state the unique contributions, and discuss broader impacts of the work outside the immediate subject area. All contributions are reviewed on the basis of scientific merits and breadth of potential interests.