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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.
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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Inhaltsangabe
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 FourierKernel 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.
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 FourierKernel 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.
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