Pattern Recognition and Image Analysis (Record no. 203895)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 07554nam a22005895i 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783030313326 |
| -- | 978-3-030-31332-6 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | CUS |
| 245 10 - TITLE STATEMENT | |
| Title | Pattern Recognition and Image Analysis |
| Sub title | 9th Iberian Conference, IbPRIA 2019, Madrid, Spain, July 1–4, 2019, Proceedings, Part I / |
| Statement of responsibility, etc. | edited by Aythami Morales, Julian Fierrez, José Salvador Sánchez, Bernardete Ribeiro. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2019. |
| 300 ## - DESCRIPTION | |
| Extent | XXXIII, 632 p. 297 illus., 247 illus. in color. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 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 features for image retrieval based on object detection -- Impact of Pre-Processing on Recognition of Cursive Video Text -- Image Feature Detection Based on Phase Congruency by Monogenic Filters with new Noise Estimation -- Texture Classification Using Capsule Networks -- Automatic vision based calibration system for planar cable-driven parallel robots -- 3D Non-rigid registration of Deformable object using GPU -- Focus estimation in academic environments using Computer Vision. |
| 650 #0 - SUBJECT | |
| Keyword | Pattern recognition. |
| 650 #0 - SUBJECT | |
| Keyword | Optical data processing. |
| 650 #0 - SUBJECT | |
| Keyword | Artificial intelligence. |
| 650 #0 - SUBJECT | |
| Keyword | Arithmetic and logic units, Computer. |
| 650 #0 - SUBJECT | |
| Keyword | Special purpose computers. |
| 650 14 - SUBJECT | |
| Keyword | Pattern Recognition. |
| 650 24 - SUBJECT | |
| Keyword | Image Processing and Computer Vision. |
| 650 24 - SUBJECT | |
| Keyword | Artificial Intelligence. |
| 650 24 - SUBJECT | |
| Keyword | Arithmetic and Logic Structures. |
| 650 24 - SUBJECT | |
| Keyword | Special Purpose and Application-Based Systems. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Morales, Aythami. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Fierrez, Julian. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Sánchez, José Salvador. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Ribeiro, Bernardete. |
| 856 40 - ONLINE RESOURCES | |
| url | https://doi.org/10.1007/978-3-030-31332-6 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | e-Books |
| 912 ## - | |
| -- | ZDB-2-SCS |
| 912 ## - | |
| -- | ZDB-2-SXCS |
| 912 ## - | |
| -- | ZDB-2-LNC |
| Home library | Current library | Full call number | Accession number | Koha item type |
|---|---|---|---|---|
| Central Library, Sikkim University | Central Library, Sikkim University | 006.4 | E-3011 | e-Books |