Search Results - neural network with encoderdecoder architecture

Automatic Change Detection in Synthetic Aperture Sonar Data using Convolutional Neural Networks

Authors: Giselsson, Simon

Index Terms: ACD, Automatic Change Detection, SAS, CNN, Image Registration, Sonar, Computer Vision and Learning Systems, Datorseende och lärande system, Student thesis, info:eu-repo/semantics/bachelorThesis, text

URL: http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-215833

EncoderDecoder Full Residual Deep Networks for Robust Regression and Spatiotemporal Estimation

Authors: Li, Lianfa Fang, Ying Wu, Jun et al.

Source: IEEE Transactions on Neural Networks and Learning Systems. 32(9)

Subject Terms: Information and Computing Sciences, Machine Learning, Bioengineering, Bias, deep learning, encoder-decoder, full residual deep network, non-linear regression, prediction of satellite aerosol optical depth (AOD) and PM2.5, spatiotemporal modeling, Artificial Intelligence & Image Processing, Artificial intelligence

File Description: application/pdf

Access URL: https://escholarship.org/uc/item/5bg6p240
https://escholarship.org/content/qt5bg6p240/qt5bg6p240.pdf

AUTOMATED DIABETIC RETINOPATHY SCREENING IN RESOURCELIMITED AREAS WITH ATTENTION-ENHANCED DEEP LEARNING ON FUNDUS IMAGES.

Authors: A., BINUSHA SORNIL RANI C., SHEEJA HEROBIN I., REXILINE SHEEBA et al.

Source: i-Manager's Journal on Image Processing; Dec2024, Vol. 11 Issue 4, p10-19, 10p

Subject Terms: CONVOLUTIONAL neural networks, RESOURCE-limited settings, MEDICAL personnel, VISION disorders, DIABETIC retinopathy

Control-Oriented Deep Neural Networks for Building Dynamics Prediction

Authors: Chaudhary, Gaurav Austbø, Bjørn Georges, Laurent Francis Ghisl et al.

Contributors: Chaudhary, Gaurav Austbø, Bjørn Georges, Laurent Francis Ghisl et al.

Availability: https://hdl.handle.net/11250/3174139

A Taxonomy for Neural Memory Networks.

Authors: Ma, Ying Principe, Jose C.

Source: IEEE Transactions on Neural Networks & Learning Systems; Jun2020, Vol. 31 Issue 6, p1780-1793, 14p

Subject Terms: RECURRENT neural networks, NATURAL language processing, TAXONOMY, PROSPECTIVE memory, MEMORY, RANDOM access memory

S-Net: a scalable convolutional neural network for JPEG compression artifact reduction.

Authors: Zheng, Bolun Sun, Rui Tian, Xiang et al.

Source: Journal of Electronic Imaging; Jul/Aug2018, Vol. 27 Issue 4, p1-12, 12p

Subject Terms: ARTIFICIAL neural networks, JPEG (Image coding standard), IMAGE compression, DISCRETE cosine transforms, IMAGE quality analysis

IMPROVED MODEL CONFIGURATION STRATEGIES FOR KANNADA HANDWRITTEN NUMERAL RECOGNITION.

Authors: UPADHYE, GOPAL D. KULKARNI, U. V. MANE, DEEPAK T.

Source: Image Analysis & Stereology. 2021, Vol. 40 Issue 3, p181-191. 11p.

Subject Terms: *CONVOLUTIONAL neural networks, *NUMERALS, *WEIGHT training, *KEY performance indicators (Management), *PARTICLE swarm optimization

Robust Convolutional Neural Network Based on UNet for Iris Segmentation.

Authors: Khaki, Ali

Source: International Journal of Image & Graphics; Jul2024, Vol. 24 Issue 4, p1-23, 23p

Tracking Reading Progress Using an Auto-Encoding Neural Network.

Authors: Shangareev, A. I. Shanin, I. A.

Source: Pattern Recognition & Image Analysis; Sep2024, Vol. 34 Issue 3, p863-869, 7p

Iterative multi‐scale residual network for deblurring.

Authors: Zhang, Tianlin Li, Jinjiang Hua, Zhen

Source: IET Image Processing (Wiley-Blackwell); Jun2021, Vol. 15 Issue 8, p1583-1595, 13p

Subject Terms: CONVOLUTIONAL neural networks, ARTIFICIAL neural networks, IMAGE segmentation, NEURAL circuitry, KERNEL operating systems

Evaluating robotic-assisted surgery training videos with multi-task convolutional neural networks.

Authors: Wang Y Dai J Morgan TN et al.

Source: Journal of robotic surgery [J Robot Surg] 2022 Aug; Vol. 16 (4), pp. 917-925. Date of Electronic Publication: 2021 Oct 28.

Publication Type: Journal Article

Journal Info: Publisher: Springer Country of Publication: England NLM ID: 101300401 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1863-2491 (Electronic) Linking ISSN: 18632483 NLM ISO Abbreviation: J Robot Surg Subsets: MEDLINE

MeSH Terms: Robotic Surgical Procedures*/methods , Surgeons*/education, Clinical Competence ; Humans ; Male ; Neural Networks, Computer ; Prostatectomy/education

Recurrent Neural Networks : Concepts and Applications

Authors: Amit Kumar Tyagi Ajith Abraham

Resource Type: eBook.

Subjects: Neural networks (Computer science)

Categories: TECHNOLOGY & ENGINEERING / Signals & Signal Processing, COMPUTERS / Machine Theory, COMPUTERS / Data Science / Neural Networks, TECHNOLOGY & ENGINEERING / Electrical, TECHNOLOGY & ENGINEERING / Electronics / General

An aggregated deep convolutional recurrent model for event based surveillance video summarisation: A supervised approach.

Authors: U., Sreeja M. Kovoor, Binsu C.

Source: IET Computer Vision (Wiley-Blackwell); Jun2021, Vol. 15 Issue 4, p297-311, 15p

Subject Terms: SURVEILLANCE detection, VIDEO recording, CONVOLUTIONAL neural networks, VIDEO excerpts, SUPERVISED learning

Synthetic Elastography Using B-Mode Ultrasound Through a Deep Fully Convolutional Neural Network.

Authors: Wildeboer, R. R. van Sloun, R. J. G. Mannaerts, C. K. et al.

Source: IEEE Transactions on Ultrasonics Ferroelectrics & Frequency Control; Dec2020, Vol. 67 Issue 12, p2640-2648, 9p

Subject Terms: CONVOLUTIONAL neural networks, COMPUTER-assisted image analysis (Medicine), YOUNG'S modulus, ELASTOGRAPHY, OPTICAL scanners

基于无监督学习的健康指标构建方法研究. (Chinese)

Alternate Title: Research on Unsupervised Learning-based Health Indicator Construction Methods. (English)

Authors: 俎海东 焦晓峰 张万福 et al.

Source: Journal of Engineering for Thermal Energy & Power / Reneng Dongli Gongcheng; 2024, Vol. 39 Issue 7, p157-164, 8p

Visual Camera Re-Localization From RGB and RGB-D Images Using DSAC.

Authors: Brachmann, Eric Rother, Carsten

Source: IEEE Transactions on Pattern Analysis & Machine Intelligence; Sep2022, Vol. 44 Issue 9, p5847-5865, 19p

Subject Terms: ARTIFICIAL neural networks, ROBUST optimization, CAMERAS, POSE estimation (Computer vision), THREE-dimensional imaging, SPACE environment

Predicting viscosity and yield surfaces for Bingham fluids in a liddriven cavity employing a deep neural network.

Authors: Cunegatto, Eduardo Henrique Taube Zinani, Flavia Schwarz Franceschini Rigo, Sandro Jose

Source: Research on Engineering Structures & Materials; Oct2025, Vol. 11 Issue 5, p2381-2399, 19p

Subject Terms: VISCOSITY, COMPUTATIONAL fluid dynamics, YIELD surfaces, FLUID dynamics, ARTIFICIAL neural networks, NON-Newtonian fluids, REDUCED-order models, MACHINE learning

LIAF-Net: Leaky Integrate and Analog Fire Network for Lightweight and Efficient Spatiotemporal Information Processing.

Authors: Wu, Zhenzhi Zhang, Hehui Lin, Yihan et al.

Source: IEEE Transactions on Neural Networks & Learning Systems; Nov2022, Vol. 33 Issue 11, p6249-6262, 14p

Subject Terms: SPATIOTEMPORAL processes, ARTIFICIAL neural networks, INFORMATION processing, PROCESS capability, NEURAL circuitry, IMAGE sensors

A Neural Network-Based Causal Model for Electricity Demand Estimation in Remote Areas: A Case Study in El Espino, Bolivia.

Authors: SANFILIPPO, Stefano HERNÁNDEZ-CABRERA, José Juan KÄNDLER, Christoph et al.

Source: Baltic Journal of Modern Computing; 2025, Vol. 13 Issue 2, p315-330, 16p

Subject Terms: ELECTRIC power consumption, DEMAND function, CAUSAL models, MISSING data (Statistics), MICROGRIDS, DEMAND forecasting

Ladder Bottom-up Convolutional Bidirectional Variational Autoencoder for image translation of dotted Arabic expiration dates.

Authors: Zidane, Ahmed Soliman, Ghada

Source: Journal of Electronic Imaging; Sep2024, Vol. 33 Issue 5, p53024-17, 1p

Subject Terms: OPTICAL character recognition, RECURRENT neural networks, IMAGE reconstruction, OPTICAL images, EXPIRATION