{ "item_title" : "Pattern Recognition and Image Analysis", "item_author" : [" Aythami Morales", "Julian Fierrez", "José Salvador Sánchez "], "item_description" : "Best Ranked papers.- Towards a Joint Approach to Produce Decisions and Explanations Using CNNs.- Interactive-predictive neural multimodal systems.- Uncertainty estimation for black-box classification models: a use case for sentiment analysis.- Impact of ultrasound image reconstruction method on breast lesion classification with deep learning.- Segmentation of cell nuclei in fluorescence microscopy images using deep learning.- Food Recognition by Integrating Local and Flat Classifiers.- Machine Learning.- Combining Online Clustering and Rank Pooling Dynamics for Action Proposals.- On the Direction Guidance in Structure Tensor Total Variation Based Denoising.- Impact of Fused Visible-Infrared Video Streams on Visual Tracking.- Model Based Recursive Partitioning for Customized Price Optimization Analytics.- 3D Reconstruction of Archaeological Pottery from its Point Cloud.- Geometric interpretation of CNN's last layer.- Re-Weighted algorithms within the Lagrange duality framework: bringing interpretability to weights.- A note on Gradient-Based Intensity Normalization.- Blind Robust 3-D Mesh Watermarking based on Mesh Saliency and QIM quantization for Copyright Protection.- Using Copies to Remove Sensitive Data: A Case Study on Fair Superhero Alignment Prediction.- Weighted Multisource Tradaboost.- A proposal of neural networks with intermediate outputs.- Addressing the Big Data multi-class imbalance problem with oversampling and Deep Learning neural networks.- Reinforcement Learning and Neuroevolution in Flappy Bird Game.- Pattern Recognition.- Description and Recognition of Activity Patterns Using Sparse Vector Fields.- Instance Selection for the Nearest Neighbor Classifier Connecting the Performance to the Underlying Data Structure.- Modified DBSCAN algorithm for microscopic image analysis of wood.- Automatic Detection of Tuberculosis Bacilli from Microscopic Sputum Smear Images using Faster R-CNN, Transfer Learning and Augmentation.- Detection of stone circles in periglacial regions of Antarctica in UAV datasets.- Lesion Detection in Breast Ultrasound Images Using a Machine Learning Approach and Genetic Optimization.- Evaluating the Impact of Color Information in Deep Neural Networks.- Diatom classification including morphological adaptations using CNNs.- Deep Learning of Visual and Textual Data for Region Detection Applied to Item Coding.- Deep learning versus classic methods for multi-taxon diatom segmentation.- Estimation of Sulfonamides Concentration in Water based on Digital Colourimetry.- Characterization of cardiac and respiratory system of healthy subjects in supine and sitting position.- Automatic Fault Detection in a Cascaded Transformer Multilevel Inverter Using Pattern Recognition Techniques.- Collision anticipation via deep reinforcement learning for visual navigation.- Spectral band subset selection for discrimination of healthy skin and cutaneous Leishmanial ulcers.- Data Augmentation of Minority class with transfer learning for Classification of Imbalanced Breast Cancer Dataset using Inception V3.- Image Processing and Representation.- Single-View Facial Hair 3D Reconstruction.- From Features to Attribute Graphs for Point Set Registration.- BELID: Boosted efficient local image descriptor.- A novel graph-based approach for seriation of mouse brain cross-section from images.- Class Reconstruction Driven Adversarial Domain Adaptation for Hyperspectral Image Classification.- Multi-Label Logo Classification using Convolutional Neural Networks.- Non-destructively prediction of quality parameters of drycured Iberian ham by applying computer vision and lowfield MRI.- Personalised aesthetics with residual adapters.- An Improvement for Capsule Networks using Depthwise Separable Convolution.- Wave Front Tracking in High Speed Videos Using a Dynamic Template Matching.- An Efficient Binary Descriptor to Describe Retinal Bifurcation Point for Image Registration.- Aggregation of deep", "item_img_path" : "https://covers4.booksamillion.com/covers/bam/3/03/031/331/303031331X_b.jpg", "price_data" : { "retail_price" : "54.99", "online_price" : "54.99", "our_price" : "54.99", "club_price" : "54.99", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }

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