Pattern Recognition Applications and Methods
Springer International Publishing (Verlag)
9783319936468 (ISBN)
This book contains revised and extended versions of selected papers from the 6th International Conference on Pattern Recognition, ICPRAM 2017, held in Porto, Portugal, in February 2017.
The 13 full papers presented were carefully reviewed and selected from 139 initial submissions. They aim at making visible and understandable the relevant trends of current research on pattern recognition.
Control Variates as a Variance Reduction Technique for Random Projections.- Graph Classification with Mapping Distance Graph Kernels.- Domain Adaptation Transfer Learning by Kernel Representation Adaptation.- Optimal Linear Imputation with a Convergence Guarantee.- Condensing Deep Fisher Vectors: To Choose or to Compress?.- Emotion Recognition using Neighborhood Components Analysis and ECG/HRV-based Features.- A Conversive Hidden non-Markovian Model Approach for 2D and 3D Online Movement Trajectory Verification.- Prediction of User Interest by Predicting Product Text Reviews.- Blood Vessel Delineation in Endoscopic Images With Deep Learning.- Semi-Automated Testing of an Architectural Floor Plan Retrieval Framework: Quantitative and Qualitative Comparison of Semantic Pattern-based Matching Approaches.- Characterization of a Virtual Glove for Hand Rehabilitation based on Orthogonal LEAP Controllers.- Congestion Analysis Across Locations based on Wi-Fi Signal Sensing.- Text Line Segmentation in Handwritten Documents based on Connected Components Trajectory Generation.
| Erscheinungsdatum | 18.06.2018 |
|---|---|
| Reihe/Serie | Image Processing, Computer Vision, Pattern Recognition, and Graphics | Lecture Notes in Computer Science |
| Zusatzinfo | XVI, 235 p. 108 illus. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 387 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Schlagworte | Applications • Artificial Intelligence • bayesian models • Blind Source Separation • Computer Science • conference proceedings • Factorization • Fuzzy Logic • Gaussian processes • Image Processing • Image Segmentation • Informatics • Information Retrieval • Multi-Agent Learning • Natural Language Processing • Neural networks • pattern recognition • Research • Signal Processing • Theory and methods |
| ISBN-13 | 9783319936468 / 9783319936468 |
| Zustand | Neuware |
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