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This book presents revised selected papers from the 17th International Forum on Digital TV and Wireless Multimedia Communication, IFTC 2020, held in Shanghai, China, in December 2020.The 21 full papers and 16 short papers presented in this volume were carefully reviewed and selected from 120 submissions. They were organized in topical sections on image processing; machine learning; quality assessment; telecommunications; video surveillance; and virtual reality.
List of contents
Image Processing.- Recurrent Multi-column 3D Convolution Network for Video Super-Resolution.- The Generative Adversarial Network Based on Attention Mechanism for Image Defogging.- An image defogging algorithm based on red dark channel prior and adaptive correction.- Human instance segmentation.- UAV Aerial Image Detection Based On Improved FCOS Algorithm.- FaceCode: An Artistic Face Image with Invisible Hyperlink.- Single Image Deraining via Multi-scale Gated Feature Enhancement Network.- Cancelable Face Recognition with Mask.- Adaptive Noise Injection for Quality Improvement of Blurry Images.- Adaptive Enhancement Technology For Screen Content Photos.- Machine Learning.- Accelerated Object Detection for Autonomous Driving in CVIS Based on Pruned CNN Architecture.- Bi-LSTM based on attention mechanism for emotion analysis.- Visual and Audio Synchronization of Pedestrian Footstep Based on Human Pose Estimation.- Research on Face Aging Synthesis Based on Hybrid Domain Attention Mechanism.- NCLRNet: A Shallow Network and Non-convex Low-rank based Fabric defect detection.- Saliency Model based on Discriminative Feature and Bi-directional Message Interaction for Fabric defect detection.- An Empirical Study of Text Factors and Their Effects on Chinese Writer Identification.- Events-to-Frame: Bringing visual tracking algorithm to Event Cameras.- Extending Chest X-Ray with Multi Label Disease Sequence.- Synchronous Prediction of Continuous Affective Video Content Based on Multi-Task Learning.- Insights of Feature Fusion for Video Memorability Prediction.- GaLNet: Weakly-Supervised Learning for Evidence-Based Tumor Grading and Localization in MR Imaging.- Image Retrieval under Fine-grained and Long-tailed Distribution Multispectral.- Image Denoising by Multi-scale Spatial-spectral Residual Network.- CZ-Base: A Database for Hand Gestures Recognition in Chinese Zither Intelligent Education.- A Novel Hand Gesture Recognition System.- Media Transfer.- A Hybrid Bitrate Control Approach for Smooth Video Streaming in DASH.- Quality Assessment.- Learning a No Reference Quality Assessment Metric for Encoded 4K-UHD Video.- Optimization-Based Tone Mapping Evaluation.- QoE Assessment and Management of MV/3D Video Services.- Scene-oriented Aesthetic Image Assessment.- Screening of Autism Spectrum Disorder using Novel Biological Motion Stimuli.- Virtual Reality.- An Equalizing Method to Improve the Positioning Effect of a Multi-Channel Headphone.- Light Field Reconstruction with Arbitrary Angular Resolution Using a Deep Coarse-to-fine Framework.- Light field image depth estimation method based on super-resolution cooperative reconstruction.- Light Field Stitching Based on Mesh Deformation.- Integral Image Generation Based on Improved BVH Ray Tracing.
