Výsledky vyhledávání - "learning-based coding"

Machine Learning-Based Coding Unit Depth Decisions for Flexible Complexity Allocation in High Efficiency Video Coding Autor Yun Zhang, Kwong, Sam, Xu Wang, Hui Yuan, Zhaoqing Pan, Long Xu

“…In this paper, we propose a machine learning-based fast coding unit (CU) depth decision method for High Efficiency Video Coding (HEVC), which optimizes the…”
Získat plný text

Spatial sensitivity synthesis based on alternate projection for the machine‐learning‐based coding digital receiving array Autor Xiao, Lei, Han, Yubing, Zhang, Shurui

“…Recently, a novel low‐cost coding digital receiving array based on machine learning (ML‐CDRA) has been proposed to reduce the required radio frequency channels…”
Získat plný text

Deep Learning-Based Coding Strategy for Improved Cochlear Implant Speech Perception in Noisy Environments Autor Essaid, Billel, Kheddar, Hamza, Batel, Noureddine, Chowdhury, Muhammad E. H.

“…Automatic speech recognition (ASR) and speech enhancement are essential tools in modern life, aiding not only in machine interaction but also in supporting…”
Získat plný text

On the stability of point cloud machine learning based coding Autor Prazeres, Joao, Rodrigues, Rafael, Pereira, Manuela, Pinheiro, Antonio M. G.

“… Several works have recently been published on point cloud machine learning-based coding, following the recent tendency on image coding…”
Získat plný text

Reinforcement learning based coding unit early termination algorithm for high efficiency video coding Autor Li, Na, Zhang, Yun, Zhu, Linwei, Luo, Wenhan, Kwong, Sam

“…•We model the RD cost comparison as a MDP for low complexity video coding.•We learn a CU early termination classifier with end-to-end actor-critic RL…”
Získat plný text

Advanced Learning-Based Coding Tools for ECM: Intra Prediction and In-Loop Filtering Autor Zhao, Yanchen, Fu, Jiaye, Li, Zhaoyu, Wang, Qizhe, Huang, Zhimeng, Zhang, Jiaqi, Jia, Chuanmin, Ma, Siwei

“…Neural Network (NN)-based video coding technologies have emerged as a promising alternative to traditional methods, demonstrating significant advantages amidst…”
Získat plný text

Learning based Coding for Medical Image Compression Autor Saudagar, Abdul Khader Jilani

“…The area of Image processing has emerged with different coding approaches, and applications which are ranging from fundamental image compression model to high…”
Získat plný text

Machine Learning-Based Coding Decision Making in H.265/HEVC CTU Division and Intra Prediction Autor Jiang, Wenchan, Yang, Ming, Xie, Ying, Li, Zhigang

“…High efficiency video coding (HEVC) has been deemed as the newest video coding standard of the ITU-T Video Coding Experts Group and the ISO/IEC Moving Picture…”
Získat plný text

Encoding Network Optimization with Phase Quantization for the Machine-Learning-based Coding Digital Receiving Array Autor Lei, Xiao, Zhongtian, Jing, Yubing, Han

“…Recently, a novel machine-learning-based coding digital receiving array (ML-CDRA) has been proposed: the received array signals are encoded into few radio frequency…”
Získat plný text

The JPEG Pleno Learning-Based Point Cloud Coding Standard: Serving Man and Machine Autor Guarda, Andre F. R., Rodrigues, Nuno M. M., Pereira, Fernando

“…Efficient point cloud coding has become increasingly critical for multiple applications such as virtual reality, autonomous driving, and digital twin systems,…”
Získat plný text

Learning-based End-to-End Video Compression Using Predictive Coding Autor de Oliveira, Matheus C., Martins, Luiz G. R., Jung, Henrique Costa, Guerin, Nilson Donizete, da Silva, Renam Castro, Peixoto, Eduardo, Macchiavello, Bruno, Hung, Edson M., Testoni, Vanessa, Freitas, Pedro Garcia

“…Driven by the growing demand for video applications, deep learning techniques have become alternatives for implementing end-to-end encoders to achieve…”
Získat plný text

Dynamic Deep Coding for Secure Image Transmission Over Communication Networks Autor Munyoro, Stewart, Wu, Tingwei, Zhou, Weiyu

“…Deep learning-based joint source-channel coding is an efficient method for wireless image transmission over additive white Gaussian noise (AWGN) channels. It…”
Získat plný text

Deep Learning-based Point Cloud Geometry Coding with Attention Models Autor Ghafari, Mohammadreza, Guarda, Andre F. R., Rodrigues, Nuno M. M., Pereira, Fernando

“…Recent advancements in Deep Learning (DL)-based architectures have demonstrated that integrating attention models can substantially enhance the performance…”
Získat plný text

Deep Learning-based Point Cloud Joint Geometry and Color Coding: Designing a Perceptually-Driven Differentiable Training Distortion Metric Autor Coelho, Luis, Guarda, Andre F. R., Pereira, Fernando

“…Deep learning (DL)-based coding has recently become very popular for multimedia data, notably images and point clouds (PCs). Training a DL coding model using…”
Získat plný text

Learning-based Point Cloud Geometry Coding Rate Control Autor Ruivo, Manuel, Guarda, Andre F. R., Pereira, Fernando

“…Multimedia applications have been evolving towards providing users with more immersive and realistic experiences. A common way to model the light available for…”
Získat plný text

Video Coding for Machines: A Paradigm of Collaborative Compression and Intelligent Analytics Autor Duan, Ling-Yu, Liu, Jiaying, Yang, Wenhan, Huang, Tiejun, Gao, Wen

“… The recent endeavors in imminent trends of video compression, e.g. deep learning based coding tools and end-to-end image/video coding, and MPEG-7 compact feature descriptor standards, i.e…”
Získat plný text

Point Cloud Geometry and Color Coding in a Learning-Based Ecosystem for JPEG Coding Standards Autor Guarda, Andre F. R., Rodrigues, Nuno M. M., Pereira, Fernando

“…Despite its novelty, learning-based coding for images and point clouds is already outperforming some of the best long-standing conventional codecs…”
Získat plný text

Coding for Gaussian Two-Way Channels: Linear and Learning-Based Approaches Autor Kim, Junghoon, Kim, Taejoon, Das, Anindya Bijoy, Hosseinalipour, Seyyedali, Love, David J., Brinton, Christopher G.

“… To address these challenges, we propose two different two-way coding strategies: linear coding and learning-based coding…”
Získat plný text

A Double Deep Learning-Based Solution for Efficient Event Data Coding and Classification Autor Seleem, Abdelrahman, Guarda, Andre F. R., Rodrigues, Nuno M. M., Pereira, Fernando

“…Event cameras have the ability to capture asynchronous per-pixel brightness changes, usually called "events", offering advantages over traditional frame-based…”
Získat plný text

Subjective and Objective Testing in Support of the JPEG Pleno Point Cloud Compression Activity Autor Perry, Stuart, Da Silva Cruz, Luis A., Prazeres, Joao, Pinheiro, Antonio, Dumic, Emil, Lazzarotto, Davi, Ebrahimi, Touradj

“… The JPEG Pleno Point Cloud activity has been working toward a learning-based coding standard for point clouds, offering a single-stream, compact compressed domain representation, supporting advanced…”
Získat plný text