Smart Multimedia: Second International Conference, Icsm 2019, San Diego, Ca, Usa, December 16-18, 2019, Revised Selected Papers

ISBN-13: 9783030544065 / Angielski / Miękka / 2020 / 540 str.

Troy McDaniel; Stefano Berretti; Igor D. D. Curcio

Spis treści

3D mesh and Depth Image Processing.- Fused Geometry Augmented Images for Analyzing Textured Mesh.- Textureless Object Recognition Using an RGB-D Sensor.- An Ordered Structured Resampling of Mesh Surfaces.- Image Understanding.- Background Subtraction by Difference Clustering.- Semantic Learning for Image Compression (SLIC).- Background Subtraction Based on Principal Motion for a Freely Moving Camera.- Miscellaneous.- Ontology Based Framework for Tactile Internet Applications.- Potential of Deep Features for Opinion-Unaware, Distortion-Unaware, No-Reference Image Quality Assessment.- Non-Invasive Lactate Threshold Estimation Using Machine Learning.- Smart Multimedia for Citizen-Centered Smart Living.- An Interdisciplinary Framework for Citizen-Centered Smart Cities and Smart Living.- Implementing Robotic Platforms For Therapies Using Qualitative Factors In Mexico.- Foveated Haptic Gaze.- 3D Perception and Applications.- Accurate Kidney Segmentation in CT Scans Using Deep Transfer Learning.- End to End Robust Point-Cloud Alignment Using Unsupervised Deep Learning.- Homography-Based Vehicle Pose Estimation from a Single Image by Using Machine-Learning for Wheel Region and Tire-Road Contact Point Detection.- Video Applications.- Using Participatory Design to Create a User Interface for Analyzing Pivotal Response Treatment Video Probes.- Robot-Assisted Composite Manufacturing Based on Machine Learning Applied to Multi-View Computer Vision.- Tile Priorities in Adaptive 360-Degree Video Streaming.- Improving Temporal Stability in Inverse Tone-Mapped High Dynamic Range Video.- Multimedia in Medicine.- Research on Low-Quality Finger Vein Image Recognition Algorithm.- Assessing the Capability of Deep-Learning Models in Parkinson's Disease Diagnosis.- Remote Photoplethysmography (rPPG) for Contactless Heart Rate Monitoring Using a Single Monochrome and Color Camera.- Haptics and Applications.- A Simulation Platform for Early Haptic Training in Surgical and Medical Education (Distinguished Presentation).- Tissue Discrimination through Force-Feedback from Impedance Spectroscopy in Robot-Assisted Surgery.- Evaluation of Human Roughness Perception by Using Tactile MFCC.- Towards a Dual-User Haptic Training System User Feedback Setup.- Smart Multimedia Beyond the Visible Spectrum.- Cascaded Region Proposal Networks for Proposal-Based Tracking.- Low-rank & Sparse Matrix Decomposition and Support Vector Machine for Hyperspectral Anomaly Detection.- Infrared and Visual Image Fusion via Multi-Modal Decomposition and PCNN in Gradient Domain Fusion Measure.- RCA-NET: Image Recovery Network With Channel Attention Group for Image Dehazing.- Machine Learning for Multimedia.- Certain and Consistent Domain Adaptation.- Domain Adaptive Fusion for Adaptive Image Classification.- Human Body Fall Recognition System.- Image Segmentation and Processing.- Race Classification Based Iris Image Segmentation.- Level Sets Driven by Adaptive Hybrid Region-Based Energy for Medical Image Segmentation.- Traffic Image Dehazing Based on Wavelength Related Physical Imaging Model.- Biometrics.- Fingerprint Liveness Detection Based on Fine-Grained Feature Fusion.- Synthetic Aerial Image Generation and Runway Segmentation.- ProDeblurGAN Progressive Growing of GANs for Blind Motion Deblurring in Face Recognition.- 3D and Image Processing.- 3D Object Classification Using 2D Perspectives of Point Clouds.- Poisson Surface Reconstruction from LIDAR for Buttress Root Volume Estimation.- Fog Removal of Aerial Image Based on Gamma Correction and Guided Filtering.- Smart Social and Connected Household Products.- 3D Virtual Environments to Support New Product Development: A Mobile Platform Based on an Open Innovation Laboratory Applied in Higher Education.- Simulation Framework for Loads’ Management Analysis in Smart Homes and Behavioral Energy Efficiency.- S4 Product Design Framework: A Gamification Strategy based on Type 1 and 2 Fuzzy Logic.- Improving the Attention Span of Elementary School Children in Mexico through a S4 Technology Platform.