
Digital Multimedia Communications
19th International Forum, IFTC 2022, Shanghai, China, December 8-9, 2022, Revised Selected Papers
Springer (Publisher)
Published on 10. March 2023
Book
Paperback/Softback
XIV, 553 pages
978-981-99-0855-4 (ISBN)
Description
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.
More details
Series
Edition
1st ed. 2023
Language
English
Place of publication
Singapore
Singapore
Target group
Professional and scholarly
Illustrations
206 farbige Abbildungen, 43 s/w Abbildungen
XIV, 553 p. 249 illus., 206 illus. in color.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 31 mm
Weight
850 gr
ISBN-13
978-981-99-0855-4 (9789819908554)
DOI
10.1007/978-981-99-0856-1
Schweitzer Classification
Other editions
Additional editions

Guangtao Zhai | Jun Zhou | Hua Yang
Digital Multimedia Communications
19th International Forum, IFTC 2022, Shanghai, China, December 8-9, 2022, Revised Selected Papers
E-Book
03/2023
Springer
€96.29
Available for download
Content
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.