A Study for fusion with Pattern Recognition and Artificial Intelligence in the hierarchical structures

层次结构中模式识别与人工智能的融合研究

• 批准号: 62420035
• 负责人: SAKAI Toshiyuki
• 金额: $ 5.06万
• 依托单位: RYUKOKU UNIVERSITY (1988)Kyoto University (1987)
• 依托单位国家: 日本
• 项目类别: Grant-in-Aid for General Scientific Research (A)
• 财政年份: 1987
• 资助国家: 日本
• 起止时间: 1987 至 1988
• 项目状态: 已结题
• 来源: https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-62420035/
• 关键词: Hierarchical structures; Pattern Recognition; Multi-Media; Artificial Intelligence; Interaction; Learning; Model; Adaptive; データベース; あいまい性; ボトムアップ手法; トップダウン手法

In the researches, The understanding of various kinds of patterns, such as images, spoken words, had been developed based on fundamental artificial intelligence in the hierarchical structures.A priori knowledge of the many kinds of patterns on the pattern processing that can be done at the fine components level (points, lines, mesh). And uncertainty reduction paradigm is implemented for a top-down processing ( methods of the artificial intelligence ) with a bottom-up processing ( use to the hierarchical structures level ).In conconcretely, We are researched for a hand sketched image and color images. We propose new knowledges for the model, algorithms, knowledge structures ; by use the top-down knowledges, user interaction.In a methodicaly, We operate many kinds of experiments such as connectionist-model, intelligent filing by use the multi-media network.

在研究中，基于层次结构中的基础人工智能，开发了对图像、语音等各种模式的理解。对可以在精细组件级别(点、线、网格)进行模式处理的多种模式具有先验知识。并将不确定性归约范式应用于自上而下的处理(人工智能方法)和自下而上的处理(用于层次结构层次)。具体而言，我们研究了手绘图像和彩色图像。在模型、算法、知识结构等方面提出了新的知识，采用自上而下的知识、用户交互方式，有条不紊地进行了连接主义模型、多媒体网络智能归档等实验。

项目成果

Toshiyuki,Sakai: "Intelligent Information Processing Engineers" The Journal of The Institute of Electronics, Information andCommunication Engineers. 70, No.7. 679-686 (1987)

Toshiyuki,Sakai：“智能信息处理工程师”电子、信息和通信工程师学会杂志。

森本正志,有木康雄,坂井利之: パターン認識・理解研究会(PRU). IE87-133 PRU87-119. 1-8 (1988)

Masashi Morimoto、Yasuo Ariki、Toshiyuki Sakai：模式识别和理解研究小组 (PRU)。 IE87-133 PRU87-119 (1988)。

Toshiyuki,Sakai; Michihiko,Minou; Makoto,Araki: "Fair copy Reproducing Algorithm from Roughly Sketced Diagrams" The Transactions of The Institute of Electronics, Information and Communication Engineers. J70-D, No.5. 925-936 (1987)

酒井俊之；

Susumu,Yamasaki: "Dataflow Network for Logic Program and its Samantics" New Generation Computing. Pre-Print. (Pre-Print)

Susumu，Yamasaki：“逻辑程序的数据流网络及其 Samantics”新一代计算。

岡田至弘,荒川賢一,坂井利之: 電子情報通信学会論文誌. Vol.J70-D,No.12. 2563-2574 (1987)

Toshihiro Okada、Kenichi Arakawa、Toshiyuki Sakai：电子、信息和通信工程师学会学报，第 J70-D 卷，第 12 期（1987 年）。