标题
Machine Learning for Multimedia Communications
作者
关键词
-
出版物
SENSORS
Volume 22, Issue 3, Pages 819
出版商
MDPI AG
发表日期
2022-01-24
DOI
10.3390/s22030819
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Machine Learning Based Content-Agnostic Viewport Prediction for 360-Degree Video
- (2022) Sam Van Damme et al. ACM Transactions on Multimedia Computing Communications and Applications
- A review of temporal video error concealment techniques and their suitability for HEVC and VVC
- (2021) Mohammad Kazemi et al. MULTIMEDIA TOOLS AND APPLICATIONS
- Mosaic: Advancing User Quality of Experience in 360-Degree Video Streaming With Machine Learning
- (2021) Sohee Park et al. IEEE Transactions on Network and Service Management
- Applying machine learning techniques for caching in next-generation edge networks: A comprehensive survey
- (2021) Junaid Shuja et al. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS
- Predicting user visual attention in virtual reality with a deep learning model
- (2021) Xiangdong Li et al. VIRTUAL REALITY
- Deep Compression for Dense Point Cloud Maps
- (2021) Louis Wiesmann et al. IEEE Robotics and Automation Letters
- A survey on 360-degree video: Coding, quality of experience and streaming
- (2021) Federico Chiariotti COMPUTER COMMUNICATIONS
- Semantics-Empowered Communication for Networked Intelligent Systems
- (2021) Marios Kountouris et al. IEEE COMMUNICATIONS MAGAZINE
- Learning to Decode Protograph LDPC Codes
- (2021) Jincheng Dai et al. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
- Advances in Video Compression System Using Deep Neural Network: A Review and Case Studies
- (2021) Dandan Ding et al. PROCEEDINGS OF THE IEEE
- Prediction of Head Movement in 360-Degree Videos Using Attention Model
- (2021) Dongwon Lee et al. SENSORS
- MMMNet: An End-to-End Multi-Task Deep Convolution Neural Network With Multi-Scale and Multi-Hierarchy Fusion for Blind Image Quality Assessment
- (2021) Fan Li et al. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY
- Lossy Point Cloud Geometry Compression via End-to-End Learning
- (2021) Jianqiang Wang et al. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY
- Tile-Based Edge Caching for 360° Live Video Streaming
- (2021) Pantelis Maniotis et al. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY
- Viewport-Aware Deep Reinforcement Learning Approach for 360$^\circ$ Video Caching
- (2021) Pantelis Maniotis et al. IEEE TRANSACTIONS ON MULTIMEDIA
- Towards Optimal Low-Latency Live Video Streaming
- (2021) Liyang Sun et al. IEEE-ACM TRANSACTIONS ON NETWORKING
- RAPT360: Reinforcement Learning-Based Rate Adaptation for 360-Degree Video Streaming With Adaptive Prediction and Tiling
- (2021) Nuowen Kan et al. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY
- State-of-the-Art in 360° Video/Image Processing: Perception, Assessment and Compression
- (2020) Mai Xu et al. IEEE Journal of Selected Topics in Signal Processing
- Taming the Latency in Multi-User VR 360°: A QoE-Aware Deep Learning-Aided Multicast Framework
- (2020) Cristina Perfecto et al. IEEE TRANSACTIONS ON COMMUNICATIONS
- Model Compression and Hardware Acceleration for Neural Networks: A Comprehensive Survey
- (2020) By Lei Deng et al. PROCEEDINGS OF THE IEEE
- Temporal capsule networks for video motion estimation and error concealment
- (2020) Arun Sankisa et al. Signal Image and Video Processing
- A Meta-Learning Scheme for Adaptive Short-Term Network Traffic Prediction
- (2020) Qing He et al. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
- Delivery of omnidirectional video using saliency prediction and optimal bitrate allocation
- (2020) Cagri Ozcinar et al. Signal Image and Video Processing
- Nonlinear Transform Coding
- (2020) Johannes Balle et al. IEEE Journal of Selected Topics in Signal Processing
- MFRNet: A New CNN Architecture for Post-Processing and In-loop Filtering
- (2020) Di Ma et al. IEEE Journal of Selected Topics in Signal Processing
- Learning for Video Compression With Recurrent Auto-Encoder and Recurrent Probability Model
- (2020) Ren Yang et al. IEEE Journal of Selected Topics in Signal Processing
- Pruning and Quantizing Neural Belief Propagation Decoders
- (2020) Andreas Buchberger et al. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
- Sequential Reinforced 360-Degree Video Adaptive Streaming With Cross-User Attentive Network
- (2020) Jun Fu et al. IEEE TRANSACTIONS ON BROADCASTING
- Quality Assessment for Omnidirectional Video: A Spatio-Temporal Distortion Modeling Approach
- (2020) Pan Gao et al. IEEE TRANSACTIONS ON MULTIMEDIA
- Visual Attention-Aware Omnidirectional Video Streaming Using Optimal Tiles for Virtual Reality
- (2019) Cagri Ozcinar et al. IEEE Journal on Emerging and Selected Topics in Circuits and Systems
- Rate-Utility Optimized Streaming of Volumetric Media for Augmented Reality
- (2019) Jounsup Park et al. IEEE Journal on Emerging and Selected Topics in Circuits and Systems
- Making content caching policies 'smart' using the deepcache framework
- (2019) Arvind Narayanan et al. ACM SIGCOMM Computer Communication Review
- In-Edge AI: Intelligentizing Mobile Edge Computing, Caching and Communication by Federated Learning
- (2019) Xiaofei Wang et al. IEEE NETWORK
- Point Cloud Saliency Detection by Local and Global Feature Fusion
- (2019) Xiaoying Ding et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- Lossless Image Compression Techniques: A State-of-the-Art Survey
- (2019) Md. Atiqur Rahman et al. Symmetry-Basel
- Probabilistic Tile Visibility-Based Server-Side Rate Adaptation for Adaptive 360-Degree Video Streaming
- (2019) Junni Zou et al. IEEE Journal of Selected Topics in Signal Processing
- AI Coding: Learning to Construct Error Correction Codes
- (2019) Lingchen Huang et al. IEEE TRANSACTIONS ON COMMUNICATIONS
- Active Deep Decoding of Linear Codes
- (2019) Ishay Be'Ery et al. IEEE TRANSACTIONS ON COMMUNICATIONS
- Adaptive Video Streaming With Edge Caching and Video Transcoding Over Software-Defined Mobile Networks: A Deep Reinforcement Learning Approach
- (2019) Jia Luo et al. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
- Tile-Based Joint Caching and Delivery of 360° Videos in Heterogeneous Networks
- (2019) Pantelis Maniotis et al. IEEE TRANSACTIONS ON MULTIMEDIA
- Optimal and Scalable Caching for 5G Using Reinforcement Learning of Space-Time Popularities
- (2018) Alireza Sadeghi et al. IEEE Journal of Selected Topics in Signal Processing
- Deep Learning Methods for Improved Decoding of Linear Codes
- (2018) Eliya Nachmani et al. IEEE Journal of Selected Topics in Signal Processing
- Content-Aware Proactive Caching for Backhaul Offloading in Cellular Network
- (2018) Khai Nguyen Doan et al. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
- Learn to Cache: Machine Learning for Network Edge Caching in the Big Data Era
- (2018) Zheng Chang et al. IEEE WIRELESS COMMUNICATIONS
- LBP: Robust Rate Adaptation Algorithm for SVC Video Streaming
- (2018) Anis Elgabli et al. IEEE-ACM TRANSACTIONS ON NETWORKING
- Image compression techniques: A survey in lossless and lossy algorithms
- (2018) A.J. Hussain et al. NEUROCOMPUTING
- SalNet360: Saliency maps for omni-directional images with CNN
- (2018) Rafael Monroy et al. SIGNAL PROCESSING-IMAGE COMMUNICATION
- The Role of Caching in Future Communication Systems and Networks
- (2018) Georgios S. Paschos et al. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
- Decoding Optimization for 5G LDPC Codes by Machine Learning
- (2018) Xiaoning Wu et al. IEEE Access
- Cooperative Tile-Based 360° Panoramic Streaming in Heterogeneous Networks Using Scalable Video Coding
- (2018) Xiaoyi Zhang et al. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY
- Blind Image Quality Assessment Using a Deep Bilinear Convolutional Neural Network
- (2018) Weixia Zhang et al. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY
- Rate-Accuracy Trade-Off in Video Classification With Deep Convolutional Neural Networks
- (2018) Mohammad Jubran et al. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY
- Deep Convolutional Neural Models for Picture-Quality Prediction: Challenges and Solutions to Data-Driven Image Quality Assessment
- (2017) Jongyoo Kim et al. IEEE SIGNAL PROCESSING MAGAZINE
- Geometric Deep Learning: Going beyond Euclidean data
- (2017) Michael M. Bronstein et al. IEEE SIGNAL PROCESSING MAGAZINE
- Study of Temporal Effects on Subjective Video Quality of Experience
- (2017) Christos George Bampis et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- Context-Aware Proactive Content Caching With Service Differentiation in Wireless Networks
- (2017) Sabrina Muller et al. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
- Caching at the wireless edge: design aspects, challenges, and future directions
- (2016) Dong Liu et al. IEEE COMMUNICATIONS MAGAZINE
- A Learning-Based Approach to Caching in Heterogenous Small Cell Networks
- (2016) B. N. Bharath et al. IEEE TRANSACTIONS ON COMMUNICATIONS
- Edge Computing: Vision and Challenges
- (2016) Weisong Shi et al. IEEE Internet of Things Journal
- A Control-Theoretic Approach for Dynamic Adaptive Video Streaming over HTTP
- (2015) Xiaoqi Yin et al. ACM SIGCOMM Computer Communication Review
- Deep learning
- (2015) Yann LeCun et al. NATURE
- A Control-Theoretic Approach for Dynamic Adaptive Video Streaming over HTTP
- (2015) Xiaoqi Yin et al. ACM SIGCOMM Computer Communication Review
- Living on the edge: The role of proactive caching in 5G wireless networks
- (2014) Ejder Bastug et al. IEEE COMMUNICATIONS MAGAZINE
- Taking on webRTC in an enterprise
- (2013) Alan Johnston et al. IEEE COMMUNICATIONS MAGAZINE
- The MPEG-DASH Standard for Multimedia Streaming Over the Internet
- (2011) Iraj Sodagar IEEE MULTIMEDIA
- Channel Polarization: A Method for Constructing Capacity-Achieving Codes for Symmetric Binary-Input Memoryless Channels
- (2009) Erdal Arikan IEEE TRANSACTIONS ON INFORMATION THEORY
- Cloud computing
- (2008) Brian Hayes COMMUNICATIONS OF THE ACM
Create your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create NowAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started