this paper presents a statistic patternrecognition and machinelearning based classification system paradigm. It focuses on solving problems underlying environments where the attributes of the system exhibit strong u...
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An architecture based on networks of logic functions is proposed withthe output of the network forming a model or archetype image of the class of pattern stimulating the net. Frequency of occurrence information which...
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this paper reports research conducted on the problem of change detection in digital imagery. the detection of changes is very important in any applications which require comparison of many images of the same scene. th...
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the improved LUV algorithm could highly enhance the false color image with preserved brightness and hue sensation. the resulting pictures met with approval. the algorithm was implemented as a library software and is p...
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patternrecognition is a central topic in contemporary computer sciences, with continuously evolving topics, challenges, and methods, including machinelearning, content-based image retrieval, and model- and knowledge...
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ISBN:
(数字)9783642166877
ISBN:
(纸本)9783642166860
patternrecognition is a central topic in contemporary computer sciences, with continuously evolving topics, challenges, and methods, including machinelearning, content-based image retrieval, and model- and knowledge-based - proaches, just to name a few. the Iberoamerican Congress on pattern Recog- tion (CIARP) has become established as a high-quality conference, highlighting the recent evolution of the domain. these proceedings include all papers presented during the 15th edition of this conference, held in Sao Paulo, Brazil, in November 2010. As was the case for previous conferences, CIARP 2010 attracted parti- pants from around the world withthe aim of promoting and disseminating - going research on mathematical methods and computing techniques for patternrecognition, computer vision, image analysis, and speech recognition, as well as their applications in such diverse areas as robotics, health, entertainment, space exploration, telecommunications, datamining, document analysis,and natural language processing and recognition, to name only a few of them. Moreover, it provided a forum for scienti?c research, experience exchange, sharing new kno- edge and increasing cooperation between research groups in patternrecognition and related areas. It is important to underline that these conferences have contributed sign- icantly to the growth of national associations for patternrecognition in the Iberoamerican region, all of them as members of the international Association for patternrecognition (IAPR).
this book constitutes the proceedings of the 26thinternationalconference on Discovery Science, DS 2023, which took place in Porto, Portugal, in October 2023. the 37 full papers and 10 short papers presented in ...
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ISBN:
(数字)9783031452758
ISBN:
(纸本)9783031452741
this book constitutes the proceedings of the 26thinternationalconference on Discovery Science, DS 2023, which took place in Porto, Portugal, in October 2023. the 37 full papers and 10 short papers presented in this volume were carefully reviewed and selected from 133 submissions. they were organized in topical sections as follows: machinelearning methods and applications; natural language processing and social media analysis; interpretability and explainability in AI; data analysis and optimization; fairness, privacy and security in AI; control and spatio-temporal modeling; graph theory and network analysis; time series and forecasting; healthcare and biological data analysis; anomaly, outlier and novelty detection.
this book constitutes the refereed proceedings of the 10thinternationalconference on machinelearning and datamining in patternrecognition, MLDM 2014, held in St. Petersburg, Russia in July 2014. the 40 full paper...
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ISBN:
(数字)9783319089799
ISBN:
(纸本)9783319089782
this book constitutes the refereed proceedings of the 10thinternationalconference on machinelearning and datamining in patternrecognition, MLDM 2014, held in St. Petersburg, Russia in July 2014. the 40 full papers presented were carefully reviewed and selected from 128 submissions. the topics range from theoretical topics for classification, clustering, association rule and patternmining to specific datamining methods for the different multimedia data types such as image mining, text mining, video mining and Web mining.
this two-volume set (CCIS 1147, CCIS 1148) constitutes the refereed proceedings of the 4thinternationalconference on Computer Vision and Image Processing. held in Jaipur, India, in September 2019...
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ISBN:
(数字)9789811540189
ISBN:
(纸本)9789811540172
this two-volume set (CCIS 1147, CCIS 1148) constitutes the refereed proceedings of the 4thinternationalconference on Computer Vision and Image Processing. held in Jaipur, India, in September 2019.;the 73 full papers and 10 short papers were carefully reviewed and selected from 202 submissions. the papers are organized by the topical headings in two parts.;Part I: Biometrics; Computer Forensic; Computer Vision; Dimension Reduction; Healthcare Information Systems; Image Processing; Image segmentation; Information Retrieval; Instance based learning; machinelearning.;Part II: Neural Network; Object Detection; Object recognition; Online Handwriting recognition; Optical Character recognition; Security and Privacy; Unsupervised Clustering.
the two-volume set LNCS 10484 and 10485 constitutes the refereed proceedings of the 19thinternationalconference on Image Analysis and Processing, ICIAP 2017, held in Catania, Italy, in September 2017.;the ...
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ISBN:
(数字)9783319685489
ISBN:
(纸本)9783319685472
the two-volume set LNCS 10484 and 10485 constitutes the refereed proceedings of the 19thinternationalconference on Image Analysis and Processing, ICIAP 2017, held in Catania, Italy, in September 2017.;the 138 papers presented were carefully reviewed and selected from 229 submissions. the papers cover both classic and the most recent trends in image processing, computer vision, and patternrecognition, addressing boththeoretical and applicative aspects. they are organized in the following topical sections: video analysis and understanding; patternrecognition and machinelearning; multiview geometry and 3D computer vision; image analysis, detection and recognition; multimedia; biomedical and assistive technology; information forensics and security; imaging for cultural heritage and archaeology; and imaging solutions for improving the quality of life.
this book constitutes the proceedings of the 8thinternationalconference on Big data Analytics, BDA 2021, which took place during December 2021. Due to COVID-19 pandemic the conference was held virtually.;the 16 full...
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ISBN:
(数字)9783030936204
ISBN:
(纸本)9783030936198
this book constitutes the proceedings of the 8thinternationalconference on Big data Analytics, BDA 2021, which took place during December 2021. Due to COVID-19 pandemic the conference was held virtually.;the 16 full and 3 short papers included in this volume were carefully reviewed and selected from 41 submissions. the contributions were organized in topical sections named as follows: medical and health applications; machine/deep learning; IoTs, sensors, and networks; fundamentation; patternmining and data analytics.
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