Progress in pattern recognition, image analysis, computer vision, and applications : 23rd Iberoamerican Congress, CIARP 2018, Madrid, Spain, November 19-22, 2018, Proceedings /: 23rd Iberoamerican Congress, CIARP 2018, Madrid, Spain, November 19-22, 2018, Proceedings. (2019)

• Record Type: Book
• Other Titles: CIARP 2018
• Further Information: Note: Ruben Vera-Rodriguez, Julian Fierrez, Aythami Morales (eds.).
• Editors: Vera-Rodriguez, Ruben; Fierrez, Julian; Morales, Aythami
• Other Names: Iberoamerican Congress on Pattern Recognition, 23rd
• Contents: Machine Learning.- Data Augmentation via Variational Auto-Encoders.- LSTM-based Multi-scale Model for WindSpeed Forecasting.-Using deep learning to classify class imbalanced gene-expression microarrays datasets.-A data representation approach to support imbalanced data classification beased in TWSVM.- Improving regression models by dissimilarity representation of bio-chemical data.- A Comparative Study on Unsupervised Domain Adaption for Coffee Crop Mapping.- Analytical Comparison of Histogram Distance Measures.- Gaussian processes regression with multiple annotors.- Linear projection learned from hybrid CKA for enhancing distance-based classifiers.- Evaluation of Bag-of-Word performance for time series classification using discriminative SIFT-based mid-level representations.- Color classification methods for perennial weed detection in cereal crops.- Hierarchical graph-based segmentation in detection of object-related regions.- Dealing with heterogeneous Google Earth images on Building Area Detection task.- Evaluation of scale-aware realignments of hierarchical image segmentation.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2019
• Extent: 1 online resource (xxiii, 987 pages), illustrations (some color)
• Subjects: 006.4; Pattern recognition systems -- Congresses; Optical pattern recognition -- Congresses; Computer vision -- Congresses; Image processing -- Digital techniques -- Congresses; Electronic books
• Languages: English
• ISBNs: 9783030134693; 3030134695
• Related ISBNs: 9783030134686
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed March 5, 2019).
• 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.