Výsledky vyhledávání - denoising autoencoder optical images

A Deep Convolutional Coupling Network for Change Detection Based on Heterogeneous Optical and Radar Images Autor Liu, Jia, Gong, Maoguo, Qin, Kai, Zhang, Puzhao

“…We propose an unsupervised deep convolutional coupling network for change detection based on two heterogeneous images acquired by optical sensors and radars on different dates…”
Získat plný text

Research on Reconstruction Method of Occluded Micro-Expressions Based on Quantized Denoising Autoencoder Autor LIU Hui, GUO Te, LIU Dong, LI Yingying

“… in achieving precise texture reconstruction. In addition, the models used in such reconstruction methods often involve symmetric autoencoders based on U-Net and Generative Adversarial Networks (GAN…”
Získat plný text

Autoencoder Image Denoising to Increase Optical Character Recognition Performance in Text Conversion Autor Alamsyah, Nur, Fauzan, Mohamad Nurkamal, Putrada, Aji Gautama, Pane, Syafrial Fachri

“… Our research aims to build an autoencoder for denoising text images and evaluate the OCR's performance in converting the denoised image into text…”
Získat plný text

Retinal Optical Coherence Tomography Image Denoising using Convolutional Autoencoder Autor Wahid, Md. Ferdous, Aowlad Hossain, A. B. M.

“… In this paper, we present convolutional autoencoder (CAE) architecture for denoising retinal OCT images that incorporates an encoder and a decoder…”
Získat plný text

All‐Optical Autoencoder Machine Learning Framework Using Linear Diffractive Processors Autor Feng, Peijie, Tan, Yong, Chong, Mingzhe, Li, Lintao, Zhang, Zongkun, Liu, Fubei, Wen, Yongzheng, Tan, Yunhua

“… capabilities and multifunctional integration of D2NNs. Here, an all‐optical autoencoder (OAE) framework is proposed that linearly encodes the input wavefield into a prior shape distribution in the diffractive latent space…”
Získat plný text

Denoising Autoencoder Self-Organizing Map (DASOM) Autor Ferles, Christos, Papanikolaou, Yannis, Naidoo, Kevin J.

“… A fundamental approach is the use of higher-level representations devised by restricted Boltzmann machines and (denoising) autoencoders…”
Získat plný text

Image processing with Optical matrix vector multipliers implemented for encoding and decoding tasks Autor Kim, Minjoo, Kim, Yelim, Park, Won Il

“… Furthermore, our approach supports noise reduction and optical image generation, enabling models such as denoising autoencoders, variational autoencoders, and generative adversarial networks…”
Získat plný text

SDCA: a novel stack deep convolutional autoencoder – an application on retinal image denoising Autor Ghosh, Swarup Kr, Biswas, Biswajit, Ghosh, Anupam

“… This study represents a deep learning based approach to denoising images and restoring features using stack denoising convolutional autoencoder…”
Získat plný text

Signal‐to‐noise ratio enhancement for Raman spectra based on optimized Raman spectrometer and convolutional denoising autoencoder Autor Fan, Xian‐guang, Zeng, Yingjie, Zhi, Yu‐Liang, Nie, Ting, Xu, Ying‐jie, Wang, Xin

“…‐the‐shelf cylindrical lens. On the other side of the algorithm, a relevant automatic denoising method of convolutional denoising autoencoder (CDAE…”
Získat plný text

Point spread function modelling for wide-field small-aperture telescopes with a denoising autoencoder Autor Jia, Peng, Li, Xiyu, Li, Zhengyang, Wang, Weinan, Cai, Dongmei

“… In this paper, we propose the use of a denoising autoencoder, a type of deep neural network, to model the point spread function of wide-field small-aperture telescopes…”
Získat plný text

Denoising Letter Images from Scanned Invoices Using Stacked Autoencoders Autor Ibrahim, Muhammad, Hanif, Muhammad, Ahmad, Shabir, Jamil, Faisal, Sehar, Tayyaba, Lee, YunJung, Kim, DoHyeun

“… This affects the OCR (optical character recognition) detection accuracy. In this paper, letter data obtained from images of invoices are denoised using a modified autoencoder based deep learning method…”
Získat plný text

Contrast sensitivity functions in autoencoders Autor Li, Qiang, Gomez-Villa, Alex, Bertalmío, Marcelo, Malo, Jesús

“…Three decades ago, Atick et al. suggested that human frequency sensitivity may emerge from the enhancement required for a more efficient analysis of retinal images…”
Získat plný text

Photodiagnosis with deep learning: A GAN and autoencoder-based approach for diabetic retinopathy detection Autor GENCER, Kerem, GENCER, Gülcan, CERAN, Tuğçe Horozoğlu, BİLİR, Aynur ER, DOĞAN, Mustafa

“…•The dual-stage enhancement combining GANs and denoising autoencoders ensures high-quality synthetic and original retinal images by reducing noise and improving image clarity, thus delivering superior…”
Získat plný text

A Novel Stacked Denoising Autoencoder-Based Reconstruction Framework for Cerenkov Luminescence Tomography Autor Cao, Xin, Wei, Xiao, Yan, Feng, Wang, Lin, Su, Linzhi, Hou, Yuqing, Geng, Guohua, He, Xiaowei

“… Here, we proposed a novel reconstruction framework based on stacking denoising autoencoders (SDAE…”
Získat plný text

Transformer enhanced autoencoder rendering cleaning of noisy optical coherence tomography images Autor Ahmed, Hanya, Zhang, Qianni, Donnan, Robert, Alomainy, Akram

“… In this work, a region-based, deep-learning, denoising framework is proposed for adaptive cleaning of noisy OCT-acquired images…”
Zjistit podrobnosti o přístupu

Denoising-driven information extraction network (DENet) for Brillouin optical time-domain analyzer Autor Zhang, Zhihao, Zhu, Borong, Qian, Yuhao, Wang, Liang, Ma, Xiaole, Yu, Kuanglu

“…•DENet integrates denoising and information extraction for BOTDA, enabling real-time processing…”
Získat plný text

Autoencoder-based dense denoiser and block-based wiener filter for noise reduction of optical coherence tomography Autor Juneja, Mamta, Chhatwal, Gurunameh Singh, Bhattacharya, Shatabarto, Thakur, Niharika, Jindal, Prashant

“…•Optical coherence tomography, an imaging modality used for diagnosis of retinal diseases…”
Získat plný text

Offline Urdu Nastaleeq Optical Character Recognition Based on Stacked Denoising Autoencoder Autor Ahmad, Ibrar, Wang, Xiaojie, Li, Ruifan, Rasheed, Shahid

“… Most of the prevalent Urdu Nastaleeq test recognition was trained and tested on small sets. This paper proposes the use of stacked denoising autoencoder for automatic feature extraction directly from raw pixel values of ligature images…”
Získat plný text

An Unsupervised-Learning-Based Approach for Automated Defect Inspection on Textured Surfaces Autor Mei, Shuang, Yang, Hua, Yin, Zhouping

“… This approach is carried out by reconstructing image patches with convolutional denoising autoencoder networks at different Gaussian pyramid levels, and synthesizing detection results…”
Získat plný text

Semisupervised learning using denoising autoencoders for brain lesion detection and segmentation Autor Alex, Varghese, Vaidhya, Kiran, Thirunavukkarasu, Subramaniam, Kesavadas, Chandrasekharan, Krishnamurthi, Ganapathy

“…The work explores the use of denoising autoencoders (DAEs) for brain lesion detection, segmentation, and false-positive reduction…”
Zjistit podrobnosti o přístupu