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

Anomaly Detection Through Deep Feature Extraction for Automatic Defect Detection in Quadratic Frequency Modulated Thermal Wave Imaging.

Authors: Yerneni, Naga Prasanthi Ghali, V. S. Swapna, M. N. et al.

Source: Russian Journal of Nondestructive Testing. Apr2025, Vol. 61 Issue 4, p481-489. 9p.

Subject Terms: *DEEP learning, *AUTOENCODERS, *FEATURE extraction, *OUTLIER detection, *DEFECT tracking (Computer software development), *THERMOGRAPHY

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

Prediction of Recurrence using a Stacked Denoising Autoencoder and Multifaceted Feature Analysis of Pretreatment MRI in Patients with Nasopharyngeal Carcinoma.

Authors: Liu Y Wang X Li J et al.

Source: Current radiopharmaceuticals [Curr Radiopharm] 2025; Vol. 18 (3), pp. 224-243.

Publication Type: Journal Article

Journal Info: Publisher: Bentham Science Publishers Country of Publication: United Arab Emirates NLM ID: 101468718 Publication Model: Print Cited Medium: Internet ISSN: 1874-4729 (Electronic) Linking ISSN: 18744710 NLM ISO Abbreviation: Curr Radiopharm Subsets: MEDLINE

MeSH Terms: Nasopharyngeal Carcinoma*/diagnostic imaging , Nasopharyngeal Carcinoma*/radiotherapy , Nasopharyngeal Carcinoma*/pathology , Magnetic Resonance Imaging*/methods , Neoplasm Recurrence, Local*/diagnostic imaging , Nasopharyngeal Neoplasms*/diagnostic imaging , Nasopharyngeal Neoplasms*/radiotherapy , Nasopharyngeal Neoplasms*/pathology, Humans ; Female ; Male ; Middle Aged ; Adult ; Retrospective Studies ; Radiotherapy, Intensity-Modulated ; Aged ; Deep Learning ; Autoencoder

Autoencoder with Constraints for Subsurface Defect Detection in Quadratic Frequency Modulated Thermal Wave Imaging.

Authors: Bandari, Enosh Oleti, Siva Subrahmanyam Prasanthi, Y. Naga et al.

Source: Sensing & Imaging; 8/18/2025, Vol. 26 Issue 1, p1-17, 17p

A novel demodulation method of the channeled modulated polarization imaging pictures by hybrid feature modulated autoencoders.

Authors: Zhang N Zhao M Zhang Z et al.

Source: Optics express [Opt Express] 2024 Aug 26; Vol. 32 (18), pp. 31473-31484.

Publication Type: Journal Article

Journal Info: Publisher: Optica Publishing Group Country of Publication: United States NLM ID: 101137103 Publication Model: Print Cited Medium: Internet ISSN: 1094-4087 (Electronic) Linking ISSN: 10944087 NLM ISO Abbreviation: Opt Express Subsets: PubMed not MEDLINE; MEDLINE

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

Unsupervised machine learning model for detecting anomalous volumetric modulated arc therapy plans for lung cancer patients

Authors: Peng Huang Jiawen Shang Yuhan Fan et al.

Source: Frontiers in Big Data, Vol 7 (2024)

Subject Terms: volumetric modulated arc therapy, AutoEncoder, anomaly detection, radiotherapy, lung cancer, Information technology, T58.5-58.64

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fdata.2024.1462745/full; https://doaj.org/toc/2624-909X

Access URL: https://doaj.org/article/99b35fd4222b45629ff9b314c806b312

Applying deep generative model in plan review of intensity modulated radiotherapy.

Authors: Huang, Peng Shang, Jiawen Fan, Yuhan et al.

Source: Medical Physics. Jun2025, Vol. 52 Issue 6, p4630-4641. 12p.

Subject Terms: *INTENSITY modulated radiotherapy, *RADIOTHERAPY, *MEDICAL physics, *GENERATIVE adversarial networks, *GENERATIVE artificial intelligence, *OUTLIER detection, *MEDICAL dosimetry

Source Separation in Joint Communication and Radar Systems Based on Unsupervised Variational Autoencoder

Authors: Khaled A. Alaghbari Heng Siong Lim Benzhou Jin et al.

Source: IEEE Open Journal of Vehicular Technology, Vol 5, Pp 56-70 (2024)

Subject Terms: Joint communication and radar sensing (JCR), RadCom, linear frequency modulated (LFM), variational autoencoder (VAE), $\beta$ -VAE, generative models, Transportation engineering, TA1001-1280, Transportation and communications, HE1-9990

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/10325572/; https://doaj.org/toc/2644-1330

Access URL: https://doaj.org/article/a8add388e62e4b6e8e7f74c3d33579c1

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

Enhanced defect detection in thermography through temporal denoising and deep feature extraction using a shallow convolution autoencoder.

Authors: Prasanthi, Y. Naga Ghali, V. S. Vesala, G. T. et al.

Source: Insight: Non-Destructive Testing & Condition Monitoring. Mar2025, Vol. 67 Issue 3, p162-171. 10p.

Context-Dependent Manifold Learning in Dynamical Systems: A Neuromodulated Constrained Autoencoder Approach

Authors: Adriaens, Jérôme Drion, Guillaume Sacré, Pierre

Source: Symmetry and Geometry in Neural Representations workshop, NeurIPS 2025, San Diego, United States - California [US-CA], Tuesday Dec 2nd through Sunday Dec 7th

Subject Terms: Nonlinear dimensionality reduction, Neuromodulation, Context-dependent learning, Constrained autoencoder, Engineering, computing & technology, Ingénierie, informatique & technologie

Access URL: https://orbi.uliege.be/handle/2268/336469

Commissioning and clinical implementation of an Autoencoder based Classification-Regression model for VMAT patient-specific QA in a multi-institution scenario.

Authors: Yang R Yang X Wang L et al.

Source: Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology [Radiother Oncol] 2021 Aug; Vol. 161, pp. 230-240. Date of Electronic Publication: 2021 Jun 21.

Publication Type: Journal Article; Multicenter Study; Research Support, Non-U.S. Gov't

Journal Info: Publisher: Elsevier Scientific Publishers Country of Publication: Ireland NLM ID: 8407192 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0887 (Electronic) Linking ISSN: 01678140 NLM ISO Abbreviation: Radiother Oncol Subsets: MEDLINE

MeSH Terms: Radiotherapy, Intensity-Modulated*, Gamma Rays ; Humans ; Quality Assurance, Health Care ; Radiometry ; Radiotherapy Dosage ; Radiotherapy Planning, Computer-Assisted ; Sensitivity and Specificity

Autoencoder-Based Target Detection in Automotive MIMO FMCW Radar System

Authors: Sung-wook Kang Min-ho Jang Seongwook Lee

Source: Sensors, Vol 22, Iss 15, p 5552 (2022)

Subject Terms: autoencoder, constant false alarm rate, frequency-modulated continuous wave radar, multiple-input and multiple-output, target detection, Chemical technology, TP1-1185

File Description: electronic resource

Relation: https://www.mdpi.com/1424-8220/22/15/5552; https://doaj.org/toc/1424-8220

Access URL: https://doaj.org/article/ce7e90ac0edc4989bd14ca4222a775cf

Predicting anatomical variations in radiotherapy with a vector quantized variational autoencoder generative model.

Authors: Zou Y Li Z Zhang M et al.

Source: Medical physics [Med Phys] 2025 Sep; Vol. 52 (9), pp. e18120.

Publication Type: Journal Article

Journal Info: Publisher: John Wiley and Sons, Inc Country of Publication: United States NLM ID: 0425746 Publication Model: Print Cited Medium: Internet ISSN: 2473-4209 (Electronic) Linking ISSN: 00942405 NLM ISO Abbreviation: Med Phys Subsets: MEDLINE

MeSH Terms: Radiotherapy Planning, Computer-Assisted*/methods , Nasopharyngeal Neoplasms*/radiotherapy , Nasopharyngeal Neoplasms*/diagnostic imaging, Humans ; Tomography, X-Ray Computed ; Organs at Risk/radiation effects ; Neural Networks, Computer ; Autoencoder

Multi-task autoencoder based classification-regression model for patient-specific VMAT QA.

Authors: Wang, Le Li, Jiaqi Zhang, Shuming et al.

Source: Physics in Medicine & Biology. 12/7/2020, Vol. 65 Issue 23, p1-12. 12p.

Subject Terms: *VOLUMETRIC-modulated arc therapy

Multimodal medical image‐to‐image translation via variational autoencoder latent space mapping.

Authors: Liang, Zhiwen Cheng, Mengjie Ma, Jinhui et al.

Source: Medical Physics. Jul2025, Vol. 52 Issue 7, p1-12. 12p.

Subject Terms: *RADIOTHERAPY, *IMAGE quality in imaging systems, *IMAGE converters, *CLINICAL medicine, *LATENT variables, *COMPUTER-assisted image analysis (Medicine)

A Cross-Modal Autoencoder for Contactless Electrocardiography Monitoring Using Frequency-Modulated Continuous Wave Radar

Authors: Liu, Kai-Chun Peng, Sheng-Yu Tsao, Yu et al.

Contributors: Liu, Kai-Chun Peng, Sheng-Yu Tsao, Yu et al.

Source: IEEE Sensors Journal ; volume 24, issue 24, page 41462-41473 ; ISSN 1530-437X 1558-1748 2379-9153

Availability: https://doi.org/10.1109/jsen.2024.3486154
http://xplorestaging.ieee.org/ielx8/7361/10806468/10739965.pdf?arnumber=10739965

Predicting Prostate VMAT 3D Radiation Doses of Continuously Varying Organ Dose Trade-Offs Using a Conditional Variational Autoencoder.

Authors: Zhu, S. Cordero-Marcos, M. Czeizler, E. et al.

Source: International Journal of Radiation Oncology, Biology, Physics. 2023 Supplement, Vol. 117 Issue 2, pS164-S165. 2p.

Subject Terms: *RADIATION doses, *VOLUMETRIC-modulated arc therapy, *PROSTATE cancer patients, *PROSTATE, *RECTUM