Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 23rd Iberoamerican Congress, Ciarp 2018, Madrid, Spain, November 1 (Paperback)

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 23rd Iberoamerican Congress, Ciarp 2018, Madrid, Spain, November 1 Cover Image
By Ruben Vera-Rodriguez (Editor), Julian Fierrez (Editor), Aythami Morales (Editor)
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Description


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.


Product Details
ISBN: 9783030134686
ISBN-10: 3030134687
Publisher: Springer
Publication Date: March 3rd, 2019
Pages: 987
Language: English
Series: Lecture Notes in Computer Science