Search Results - "Modulated autoencoder"

Multi-rate deep semantic image compression with quantized modulated autoencoder

Authors: Dorsaf Sebai

Source: 2021 IEEE 23rd International Workshop on Multimedia Signal Processing (MMSP). :1-6

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Variable Rate Deep Image Compression With Modulated Autoencoder

Authors: Fei Yang Luis Herranz Joost van de Weijer et al.

Contributors: Fei Yang Luis Herranz Joost van de Weijer et al.

Source: Dipòsit Digital de Documents de la UAB
Universitat Autònoma de Barcelona

Subject Terms: FOS: Computer and information sciences, Decoding, Computer Vision and Pattern Recognition (cs.CV), Image and Video Processing (eess.IV), Computer Science - Computer Vision and Pattern Recognition, Image coding, Adaptation models, Distortion, 02 engineering and technology, Bit rate, Electrical Engineering and Systems Science - Image and Video Processing, FOS: Electrical engineering, electronic engineering, information engineering, 0202 electrical engineering, electronic engineering, information engineering, Training, Quantization (signal)

File Description: application/pdf

Access URL: http://arxiv.org/pdf/1912.05526
http://arxiv.org/abs/1912.05526
https://arxiv.org/abs/1912.05526
http://export.arxiv.org/pdf/1912.05526
https://arxiv.org/pdf/1912.05526.pdf
https://ieeexplore.ieee.org/abstract/document/8977394
https://doi.org/10.1109/LSP.2020.2970539
https://jglobal.jst.go.jp/en/detail?JGLOBAL_ID=202002247136411887
https://dblp.uni-trier.de/db/journals/corr/corr1912.html#abs-1912-05526
http://ui.adsabs.harvard.edu/abs/2020ISPL...27..331Y/abstract
https://ddd.uab.cat/record/274829
https://hdl.handle.net/2183/41940

Variable Rate Deep Image Compression With Modulated Autoencoder

Authors: Yang, Fei Herranz, Luis Van de Weijer, Joost et al.

Index Terms: Deep image compression, Variable bitrate, Autoencoder, Modulated autoencoder, journal article

URL: http://hdl.handle.net/2183/41940
https://doi.org/10.1109/LSP.2020.2970539
https://doi.org/10.1109/LSP.2020.2970539
info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/RTI2018-102285-A-I00/ES/APRENDIZAJE PROFUNDO MULTIMODAL ESTRUCTURADO
info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/TIN2016-79717-R/ES/APRENDIZAJE PROFUNDO MULTI-TAREA PARA RECONOCIMIENTO DE OBJETOS
info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/TIN2017-88709-R/ES/DESARROLLO DE AGENTES DE NAVEGACION AUTONOMOS
info:eu-repo/grantAgreement/EC/H2020/665919

Variable Rate Deep Image Compression with Modulated Autoencoder

Authors: Yang, Fei Herranz, Luis van de Weijer, Joost et al.

Index Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, text

URL: http://arxiv.org/abs/1912.05526

Towards Practical Neural Image Compression

Authors: Yang, Fei

Thesis Advisors: Herranz, Luis, Mozerov, Mikhail G., Cheng, Yongmei

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: Compressió d'imatges neuronals, Compresión de imágenes neuronales, Neuronal image compression, Compressió de videos neuronals, Compresión de videos neuronales, Neural video compression, Aprenentatge profund, Aprendizaje profundo, Deep learning, Ciències Experimentals

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/675178

基于通道增益的可变比特率点云压缩. (Chinese)

Alternate Title: Variable Rate Compression of Point Cloud Based on Channel Gain. (English)

Authors: 江照意 邹文钦 宋超 et al.

Source: Journal of Computer-Aided Design & Computer Graphics / Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao; Nov2024, Vol. 36 Issue 11, p1816-1824, 9p

Progressive image compression for Gaussian mixture model quartile intervals.

Authors: Kong, Weiheng Sun, Minghui

Source: Applied Intelligence; Aug2024, Vol. 54 Issue 15/16, p7493-7508, 16p

Subject Terms: GAUSSIAN mixture models, IMAGE compression, VIDEO coding, BINARY sequences, ENCYCLOPEDIAS & dictionaries, DEEP learning, JPEG (Image coding standard)

A channel-gained single-model network with variable rate for multispectral image compression in UAV air-to-ground remote sensing.

Authors: Wang, Wei Zhu, Daiyin Hu, Kedi

Source: Multimedia Systems; Aug2024, Vol. 30 Issue 4, p1-15, 15p

Impact of Optical-to-Electrical Conversion on the Design of an End-to-End Learning RGB-LED-Based Visible Light Communication System.

Authors: Luna-Rivera, Jose Martin Rabadan, Jose Rufo, Julio et al.

Source: Photonics; Jul2024, Vol. 11 Issue 7, p616, 16p

Subject Terms: OPTICAL communications, TELECOMMUNICATION systems, WIRELESS communications, VISIBLE spectra, SYSTEMS design

Rate-accuracy optimized quantization algorithm based on ROI image coding in power line inspection.

Authors: Zhang, Zhen Jiang, Wei Zhang, Yuan et al.

Source: Multimedia Tools & Applications; Feb2024, Vol. 83 Issue 6, p16139-16160, 22p

Seismic data compression: an overview.

Authors: Sebai, Dorsaf Zouaoui, Manel Ghorbel, Faouzi

Source: Multimedia Systems; Feb2024, Vol. 30 Issue 1, p1-32, 32p

End-to-End Variable-Rate Learning-Based Depth Compression Guided by Deep Correlation Features.

Authors: Sebai, Dorsaf Sehli, Maryem Ghorbel, Faouzi

Source: Journal of Signal Processing Systems for Signal, Image & Video Technology; Jan2024, Vol. 96 Issue 1, p81-97, 17p

Reduced-Complexity Multirate Remote Sensing Data Compression With Neural Networks.

Authors: Verdu, Sebastia Mijares i Chabert, Marie Oberlin, Thomas et al.

Source: IEEE Geoscience & Remote Sensing Letters; 2023, Vol. 20, p1-5, 5p

Hybrid Attention Compression Network With Light Graph Attention Module for Remote Sensing Images.

Authors: Pan, Tianpeng Zhang, Lili Song, Yingchao et al.

Source: IEEE Geoscience & Remote Sensing Letters; 2023, Vol. 20, p1-5, 5p

Efficient image compression method using image super-resolution residual learning network.

Authors: Hu, Jianhua Wang, Bo Liu, Xiaolin et al.

Source: Journal of Computational Methods in Sciences & Engineering; 2023, Vol. 23 Issue 3, p1561-1571, 11p

Subject Terms: IMAGE compression, DEEP learning, HIGH resolution imaging, CONVOLUTIONAL neural networks, STREAMING video & television, FEATURE extraction, KNOWLEDGE transfer

Conditional Encoder-Based Adaptive Deep Image Compression with Classification-Driven Semantic Awareness.

Authors: Lei, Zhongyue Zhang, Weicheng Hong, Xuemin et al.

Source: Electronics (2079-9292); Jul2023, Vol. 12 Issue 13, p2781, 25p

Subject Terms: IMAGE compression, AWARENESS, ALGORITHMS

Feature extraction of linear separability using robust autoencoder with distance metric.

Authors: Wei, Pingping Zhang, Xin

Source: Journal of Intelligent & Fuzzy Systems; 2023, Vol. 44 Issue 5, p7589-7598, 10p

Subject Terms: FEATURE extraction, DATA distribution, DEEP learning, VIDEO coding

Semantic-oriented learning-based image compression by Only-Train-Once quantized autoencoders.

Authors: Sebai, D. Shah, A. Ulah

Source: Signal, Image & Video Processing; Feb2023, Vol. 17 Issue 1, p285-293, 9p

Bunch graph based dimensionality reduction using auto-encoder for character recognition.

Authors: Bhadoria, Robin Singh Samanta, Sovan Pathak, Yadunath et al.

Source: Multimedia Tools & Applications; Sep2022, Vol. 81 Issue 22, p32093-32115, 23p

Subject Terms: FEEDFORWARD neural networks, PATTERN recognition systems, CONVOLUTIONAL neural networks

Variable Rate Point Cloud Attribute Compression with Non-Local Attention Optimization.

Authors: Huo, Xiao Zhang, Saiping Yang, Fuzheng

Source: Applied Sciences (2076-3417); Aug2022, Vol. 12 Issue 16, pN.PAG-N.PAG, 13p

Subject Terms: POINT cloud, MIXED reality, IMAGE compression, MACHINE learning, VIRTUAL reality, AUTONOMOUS vehicles