| Description |
1 online resource (x, 330 pages) : illustrations (some color) |
| Series |
Advances in Intelligent Systems and Computing, 2194-5357 ; volume 313 |
|
Advances in intelligent systems and computing ; v. 313. 2194-5357
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| Contents |
Preface; Table of Contents; Part I Image Processing; Two-Dimensional Hidden Markov Models in Road Signs Recognition; 1 Introduction; 2 Classic 1D HMM; 2.1 Three Basic Problems; 2.2 Solution to Problem 1; 2.3 Solution to Problem 3; 3 2DHMM; 3.1 Solution to 2D Problem 1; 3.2 Solution to 2D Problem 3; 4 Experiments; 5 Conclusion; References; Evaluating the Mutual Position of Objectson the Visual Scene Using MorphologicalProcessing and Reasoning; 1 Introduction; 2 Previous Works; 3 Extracting the Scene Description; 3.1 Finding the Relative Position; 3.2 Distance Computation |
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3.3 Individual Features3.4 Scene Description Matrix; 4 Reasoning-Based Processing; 4.1 Obtaining the Predicate-Based Description; 4.2 Reasoning about Image Content; 5 Conclusions; References; Vascular Biometry; 1 Introduction; 2 Processing -- Extraction of Vein Structure; 3 Steerable Filters; 4 Radon Transform; 5 Conclusion; References; Clustering-Based Retrieval of Similar Outfits Based on Clothes Visual Characteristics; 1 Introduction; 1.1 Motivation; 1.2 Previous Work; 2 Method Description; 2.1 Feature Extraction; 2.2 Similarity Measure; 2.3 Clustering; 2.4 Similar Outfits Retrieval |
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3 Experimental Results4 Conclusions; References; Improving Shape Retrieval and ClassificationRates through Low-Dimensional Features Fusion; 1 Introduction; 1.1 Shape as a Descriptor; 1.2 Elementary Shape Descriptors; 1.3 Fusion and Scale Normalization; 2 Experiments; 3 Summary; References; Accelerating the 3D Random Walker ImageSegmentation Algorithm by Image GraphReduction and GPU Computing; 1 Introduction; 2 The Idea of Random Walking for Image Segmentation; 3 Reduction of the Image Graph Size; 4 Image Graph Creation Based on Super-Pixels; 5 Experimental Results; 6 Conclusions; References |
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Computed Tomography Images Denoisingwith Markov Random Field Model Parametrizedby Prewitt Mask1 Introduction; 2 Proposed Algorithm; 2.1 Prewitt Operator; 2.2 Gaussian Filter; 2.3 Markov Random Field Model; 3 Experimental Results; 4 Conclusion; References; Neural Video Compression Algorithm; 1 Introduction; 2 Video Compression Algorithm; 2.1 Neuronal Image Compression; 2.2 Scene Detection; 3 Experimental Result; 4 Conclusions; References; Discovering Important Regions of CytologicalSlides Using Classification Tree; 1 Introduction; 2 Material and Methods; 2.1 Image Database |
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2.2 Multi-level Thresholding2.3 Discovering Important Regions of Image; 3 Numerical Experiments; 4 Conclusions; References; Gaussian Mixture Model Based Non-Local MeansTechnique for Mixed Noise Suppressionin Color Images; 1 Introduction; 2 Region Homogeneity; 3 Gaussian Mixture Modeling; 4 Non-Local Means Algorithm; 5 Experimental Setup; 6 Noise Suppression Results; 7 Conclusions; References; Robust Image Retrieval Based on MixtureModeling of Weighted Spatio-color Information; 1 Introduction; 2 Gaussian Mixture Modeling; 3 Experimental Setup; 4 Evaluation of the Method Efficiency |
| Summary |
This book collects a series of research papers in the area of Image Processing and Communications which not only introduce a summary of current technology but also give an outlook of potential feature problems in this area. The key objective of the book is to provide a collection of comprehensive references on some recent theoretical development as well as novel applications in image processing and communications. The book is divided into two parts and presents the proceedings of the 6th International Image Processing and Communications Conference (IP & C 2014) held in Bydgoszcz, 10-12 September |
| Analysis |
engineering |
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computational science |
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beeldverwerking |
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image processing |
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spraak |
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speech |
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kunstmatige intelligentie |
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artificial intelligence |
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Information and Communication Technology (General) |
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Informatie- en communicatietechnologie (algemeen) |
| Notes |
International conference proceedings |
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Includes author index |
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Online resource; title from PDF title page (SpringerLink, viewed September 11, 2014) |
| Subject |
Image processing -- Digital techniques -- Congresses
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Artificial intelligence -- Congresses
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Software engineering -- Congresses
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COMPUTERS -- General.
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Artificial intelligence
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Image processing -- Digital techniques
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Software engineering
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| Genre/Form |
proceedings (reports)
|
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
|
| Author |
Choraś, Ryszard S., editor.
|
| ISBN |
9783319106625 |
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3319106627 |
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