Digital Multimedia Communications [electronic resource] : 19th International Forum, IFTC 2022, Shanghai, China, December 8-9, 2022, Revised Selected Papers / edited by Guangtao Zhai, Jun Zhou, Hua Yang, Xiaokang Yang, Ping An, Jia Wang.

Acceso multiusuario

Computer Vision -- Pedestrian Re-recognition Based on Memory Network and Graph Structure -- Pedestrian Attribute Recognition Method Based on Multi-Source Teacher Model Fusion -- Dense 3D Reconstruction of Non-Cooperative Target Based on Pose Measurement -- River Turbidity Monitoring Based on Semi-Supervised Transfer Learning -- The Fusion Oil Leakage Detection Model for Substation Oil-Filled Equipment -- A Generic Image Feature Extraction Method Towards Multiple Vision Tasks -- Image Analysis -- A Lightweight Segmentation Network Based on Weak Supervision for COVID-19 Detection -- Bit-Depth Enhancement with Distortion Sensitivity -- Combining Transformer and Convolutional Neural Network for Smoke Detection -- Generative Model Watermarking Based on Human Visual System -- Feature Adaptation Predictive Coding for Quantized Block Compressive Sensing of COVID-19 X-Ray Images -- Deep Fourier Kernel Exploitation in Blind Image Super-Resolution -- Pyramid Channel Attention Combined Adaptive Multi-Column Network for SISR -- FPGA-Based Hardware Implementation of JPEG XS Encoder -- A Correction-Based Dynamic Enhancement Framework Towards Underwater Detection -- Water Segmentation via Asymmetric Multiscale Interaction Network -- Quality Assessment -- MSPP-IQA: Adaptive Blind Image Quality Assessment Based on Multi-Level Spatial Pyramid Pooling -- Subjective and Objective Emotional Consistency Assessment for UGC Short Videos -- Few-Reference Image Quality Assessment with Multiple Information Measurement Fusion -- L2RT-FIQA: Face Image Quality Assessment via Learning-to-Rank Transformer -- Blindly Evaluate the Quality of Underwater Images via Multi-Perceptual Properties -- Video Processing -- Adaptive Amplitude Modulation and Recovery Method for Video Coding -- Tracking of Aerial Cooperative Target by Satellite-Based Optical Cameras -- Regression Augmented Global Attention Network for Query-Focused Video Summarization -- Deep Video Matting with Temporal Consistency -- Deep Flow-Guided Video Dehazing Based on Multi-Scale Recurrent Network -- Fast Skip Inter Coding Decision Algorithm for VVC -- Machine Learning -- SMA-Net: Sobel Operator Combined with Multi-Attention Networks for COVID-19 Lesion Segmentation -- ViT-Siamese Cascade Network for Transmission Image Deduplication -- Adversarial Example Defense via Perturbation Grading Strategy -- Audio and Speech Processing -- Perceptual Quality Assessment of TTS-Synthesized Speech -- An Adaptive Musical Vibrotactile System (MuViT) for Modern Smartphones -- Big Data -- A Random Forest-Based Model for Fusion of Organization Master Data -- The Effects of Air Pollution and Meteorological Factors in the Transmission and Lethality of COVID-19 -- A Defect Detection Method for Small Fittings of Power Transmission Based on Improved SLIC -- Federated Learning for Industrial Entity Extraction -- Interactive Sharing Method of Power Grid Dispatching and Control Operation Data Based on Data Classification and Grading -- On the Robustness of "Robust Reversible Data Hiding Scheme Based on Two-Layer Embedding Strategy" -- Latent Energy Based Model with Classifier Guidance -- Evaluation Technology of Power Regulation Data Assets. .

This book constitutes the refereed proceedings of the 19th International Forum on Digital Multimedia Communication, IFTC 2022, held in Shanghai, China, December 8-9, 2022. The 40 full papers included in this book were carefully reviewed and selected from 112 submissions. They were organized in topical sections as follows: Computer Vision; Image Analysis; Quality Assessment; Video Processing; Machine Learning; and Big data.

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