Digital TV and Wireless Multimedia Communication
Springer Verlag, Singapore
978-981-10-8107-1 (ISBN)
The 46 papers presented in this volume were carefully reviewed and selected from 122 submissions. They were organized in topical sections named: image processing; machine learning; quality assessment; social media; telecommunications; video surveillance; virtual reality; computer vision; and image compression.
Text Extraction from Mail Images with Complex Background.- A Quantitative Analysis System of Pulmonary Nodules CT Image for Lung Cancer Risk Classification.- A Fast Fabric Image Matching and Retrieval Algorithm Based on Locality-Sensitive Hashing and Visual Word.- Research on Surface Color Difference of Solar Cells Based on Support Vector Machine.- Video Background Modeling Algorithm of Low Complexity Based on the Minimum Second Derivative.- Human Pose Estimation via Deep Part Detection.- Polarization based Invisible Barcode Display.- Security thread detection in passport using improved template matching.- Joint Denoising and Enhancement for Low-Light Images via Retinex Model.- Terahertz Security Image Quality Assessment by No-reference Model Observers.- Spatial-Temporal Recurrent Residual Networks for Video Super-Resolution.- Depth Image Denoising via Collaborative Graph Fourier Transform.- How to Efficiently Identify Real and Pseudo 4K Video Contents.- Design of Embedded Intelligent Video Processing Device Based on TMS320DM368.- Reverberation Level Recognition by Formants Based on 10-Fold Cross Validation of GMM.- Pedestrian Detection Using ACF Based Fast R-CNN.- Deep Face recognition using adaptively-weighted verification loss function.- Exudate Detection in Fundus Images via Convolutional Neural Network.- The Statistic Modeling of Eye Movement Viewing S3D Images.- Weld Defect Images Classification with VGG16-based Neural Network.- Hardware Implementation and Optimization of Tiny-YOLO Network.- Offline Handwritten Chinese Character Recognition based on New Training Methodology.- Video Saliency Detection by 3D Convolutional Neural Networks.- Bit-depth Enhancement via Convolutional Neural Network.- Subjective Evaluation of Light Field Images for Quality Assessment Database.- Selection of Good Display Mode for Terahertz Security Image via Image Quality Assessment.- Fast Noisy Image Quality Assessment Based on Free-energy Principle.- No-Reference Quality Index forView Synthesis Based on Multi-Scale Texture Naturalness.- Compression-Based Quality Predictor of 3D-Synthesized Views.- Research on Sparse Problem of Personalized Recommendation System.- Cold-start Group Profiling with a Clustering-Coupled Topic Model.- Predicting Relative Popularity via an End-to-End Multi-modality Model.- Low Latency MPEG-DASH System over HTTP 2.0 and WebSocket.- Performance Enhancement of NAND Flash Using Unequal Error Protection.- A Perceptual Optimized Approach to Adaptive HTTP Streaming.- Dynamic Multi-Tree Switching for Multimedia Multicast in An OpenFlow-based Fat-Tree Network.- Current Situationand Research on Consumer-Grade Video Surveillance Standards at Home and Abroad.- Bidirectional Markov Chain Monte Carlo Particle Filter for Articulated Human Motion Tracking.- An Adaptive Multi-scale Tracking Method Based on Kernelized Correlation Filter.- Rhombic Mapping Scheme for Panoramic Video Encoding.- Research of the Ear Reconstruction Based on the Poisson Image Blending.- An Efficient 3-D Mapping algorithm for RGB-D SLAM.- Indoor Localization System for Individuals with Visual Impairment.- Construction of an indoor topological map of a robot based on Prunable Self-Organizing Map.- Nest Detection Using Coarse-to-Fine Searching Strategy.- A deep learning based perceptual bit allocation scheme on conversational videos for HEVC λ-domain rate control.
| Erscheinungsdatum | 06.04.2018 |
|---|---|
| Reihe/Serie | Communications in Computer and Information Science ; 815 |
| Zusatzinfo | 268 Illustrations, black and white; XIII, 526 p. 268 illus. |
| Verlagsort | Singapore |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Technik ► Nachrichtentechnik | |
| Schlagworte | Artificial Intelligence • classification • computer vision • Image Compression • Image Processing • image quality assessment • image reconstruction • Image Segmentation • machine learning • Modeling and Simulation • Neural networks • object tracking • pattern recognition • Video Processing |
| ISBN-10 | 981-10-8107-7 / 9811081077 |
| ISBN-13 | 978-981-10-8107-1 / 9789811081071 |
| Zustand | Neuware |
| Haben Sie eine Frage zum Produkt? |
aus dem Bereich
