Pattern recognition 12th Mexican Conference, MCPR 2020, Morelia, Mexico, June 24-27, 2020, proceedings /: 12th Mexican Conference, MCPR 2020, Morelia, Mexico, June 24-27, 2020, proceedings. (2020)

• Record Type: Book
• Other Titles: MCPR2020
• Further Information: Note: Karina Mariela Figueroa Mora [and more] (eds.).
• Other Names: Mora, Karina Mariela Figueroa; Mexican Conference on Pattern Recognition, 12th
• Contents: Intro -- Preface -- Organization -- Contents -- Pattern Recognition Techniques -- Fruit Classification for Retail Stores Using Deep Learning -- 1 Introduction -- 2 Related Work -- 3 Application of the Proposed Method -- 3.1 Dataset -- 3.2 Selecting a CNN Architecture -- 3.3 Transfer Learning -- 3.4 Improving MobileNetV2 -- 4 Experiments and Results -- 5 Conclusions and Future Work -- References -- Towards Dendrite Spherical Neurons for Pattern Classification -- 1 Introduction -- 2 DSN Architecture -- 3 DSN Training -- 4 Experiments -- 5 Results -- 6 Discussion and Conclusions -- References Comparison of Recurrent Neural Networks for Wind Power Forecasting -- 1 Introduction -- 2 Wind Power Generation -- 3 Forecasting Models -- 4 Experiments and Results -- 5 Conclusions and Future Work -- References -- Classification of Cattleya Trianae and Its Varieties by Using Colorimetry -- 1 Introduction -- 2 Materials -- 3 Methods -- 4 Results -- 5 Discussion -- 6 Conclusions -- References -- Analysis of Repair Costs of Scholar Buildings Affected by Earthquakes Using Data Mining. Case Study: Earthquakes of 2017 in Mexico -- 1 Introduction -- 2 Association Rules -- 2.1 Apriori Algorithm 2.2 PSO-GES -- 3 Experimental Set-Up -- 3.1 Database Description -- 3.2 Preprocessing Data -- 3.3 Algorithms Configuration -- 4 Results -- 4.1 Earthquake of September 7th, 2017 -- 4.2 Earthquake of September 19th, 2017 -- 5 Discussion -- 6 Conclusions and Future Works -- References -- Basic Pattern Graphs for the Efficient Computation of Its Number of Independent Sets -- 1 Introduction -- 2 Notation -- 3 Basic Graph Patterns for the Efficient Counting of Independent Sets -- 4 Recognition of Embedded Cycles -- 4.1 Processing Outerplanar Graphs -- 5 Conclusions -- References Towards Selecting Reducts for Building Decision Rules for Rule-Based Classifiers -- 1 Introduction -- 2 Preliminaries -- 2.1 Reducts -- 2.2 Rule-Based Classifier -- 3 Experiments -- 4 Conclusions -- References -- Towards Inpainting and Denoising Latent Fingerprints: A Study on the Impact in Latent Fingerprint Identification -- 1 Introduction -- 2 Related Work -- 3 Studying the Impact of Inpainting and Denoising Solutions on the Latent Fingerprint Identification -- 3.1 Experimental Setup -- 3.2 Experimental Results -- 4 Conclusions -- References -- Image Processing and Analysis New Method for Extreme Color Detection in Images -- 1 Introduction -- 2 Materials -- 3 Methods -- 4 Results -- 5 Discussion -- 6 Conclusions -- References -- A Simple Methodology for 2D Reconstruction Using a CNN Model -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 4 Experimental Results -- 5 Conclusions -- References -- Improvement of the Turajlić Method for the Estimation of Gaussian Noise in Images -- 1 Introduction -- 2 Material -- 3 Turajlić Method -- 4 Enhanced Method -- 5 Results -- 6 Conclusions -- Appendix -- References
• Publisher Details: Cham : Springer
• Publication Date: 2020
• Extent: 1 online resource
• Subjects: 006.3; Pattern recognition systems -- Congresses; Computer vision -- Congresses; Artificial intelligence; Computer networking & communications; Image processing; Information technology: general issues; Pattern recognition; Computers -- Intelligence (AI) & Semantics; Computers -- Online Services -- General; Computers -- Computer Graphics; Computers -- Data Processing; Computers -- Computer Vision & Pattern Recognition; Computer vision; Pattern recognition systems; Electronic books; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9783030490768; 3030490769
• Related ISBNs: 3030490750; 9783030490751
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.