Výsledky vyhledávání - "3D convolutional autoencoder"

Unsupervised Spatial-Spectral Feature Learning by 3D Convolutional Autoencoder for Hyperspectral Classification Autor Mei, Shaohui, Ji, Jingyu, Geng, Yunhao, Zhang, Zhi, Li, Xu, Du, Qian

“…) convolutional autoencoder (3D-CAE). The proposed 3D-CAE consists of 3D or elementwise operations only, such as 3D convolution, 3D pooling, and 3D batch normalization, to maximally explore spatial-spectral structure information for feature extraction…”
Získat plný text

Spatial–Spectral Joint Hyperspectral Anomaly Detection Based on a Two-Branch 3D Convolutional Autoencoder and Spatial Filtering Autor Lv, Shuai, Zhao, Siwei, Li, Dandan, Pang, Boyu, Lian, Xiaoying, Liu, Yinnian

“…–spectral joint HAD method based on a two-branch 3D convolutional autoencoder and spatial filtering…”
Získat plný text

Data‐Driven Detection of Internal Erosion Initiation in Gap‐Graded Soils: Combining Particle‐Scale CFD‐DEM Simulation With 3D Convolutional Autoencoder Autor Qi, Jie, Yousefpour, Negin, Narsilio, Guillermo A., Pouragha, Mehdi

“…ABSTRACT Internal erosion in gap‐graded soils poses significant risks to water‐retaining structures such as earth dams. However, its underlying mechanisms at…”
Získat plný text

A 3D-convolutional-autoencoder embedded Siamese-attention-network for classification of hyperspectral images Autor Ranjan, Pallavi, Kumar, Rajeev, Girdhar, Ashish

“…The classification of hyperspectral images (HSI) into categories that correlate to various land cover sorts such as water bodies, agriculture and urban areas,…”
Získat plný text

Detecting spatiotemporal irregularities in videos via a 3D convolutional autoencoder Autor Yan, Mengjia, Meng, Jingjing, Zhou, Chunluan, Tu, Zhigang, Tan, Yap-Peng, Yuan, Junsong

“…Spatiotemporal irregularities (i.e., the uncommon appearance and motion patterns) in videos are difficult to detect, as they are usually not well defined and…”
Získat plný text

An Attention-Based 3D Convolutional Autoencoder for Few-Shot Hyperspectral Unmixing and Classification Autor Li, Chunyu, Cai, Rong, Yu, Junchuan

“… A cube-based attention 3D convolutional autoencoder network (CACAE), is applied to extract spectral–spatial features…”
Získat plný text

Research on 3D convolutional autoencoder enhanced metro abnormal behavior detection based on multi-level attentional memory Autor Ye, Run, Zhang, Kun, Zhang, Cheng, Yan, Bin, Zhou, Xiaojia

“…Subway is one of the most important rail transit tools in China, which has the advantages of convenience, safety and high efficiency, and subway has also…”
Získat plný text

Unsupervised Satellite Image Time Series Clustering Using Object-Based Approaches and 3D Convolutional Autoencoder Autor Kalinicheva, Ekaterina, Sublime, Jérémie, Trocan, Maria

“… It is achieved by using a compressed SITS representation obtained with a multi-view 3D convolutional autoencoder…”
Získat plný text

The Use of 3D Convolutional Autoencoder in Fault and Fracture Network Characterization Autor Xu, Feng, Li, Zhiyong, Wen, Bo, Huang, Youhui, Wang, Yaojun

“… In this paper, a fault and fracture network characterization method based on 3D convolutional autoencoder is proposed…”
Získat plný text

Learning Unsupervised Visual Representations using 3D Convolutional Autoencoder with Temporal Contrastive Modeling for Video Retrieval Autor Kumar, Vidit, Tripathi, Vikas, Pant, Bhaskar

“… However, this paper designs and studies a 3D convolutional autoencoder…”
Získat plný text

Efficient Hyperspectral Data Compression using 3D Convolutional Autoencoder Autor Afrin, Afsana, Mamun, Md. Al

“…Hyperspectral image has large size due to abundance of spectral bands preventing efficient storage and transmission in real-time applications. This paper…”
Získat plný text

Intelligent Complementary Multi-Modal Fusion for Anomaly Surveillance and Security System Autor Jeong, Jae-hyeok, Jung, Hwan-hee, Choi, Yong-hoon, Park, Seong-hee, Kim, Min-suk

“…) using multi-modal fusion. To verify the method, we combined two DL-based schemes, such as (i) the 3D Convolutional AutoEncoder…”
Získat plný text

Enhancing Peer-to-Peer Network Security using 3D Convolutional Autoencoder based Anomaly Detection Autor R, Rana Veer Samara Sihman Bharattej, Ajznblasm, Zaid, Satish, E. G., A, Adlin Sylvia, Devi, M.

“…In this era, Peer-to-Peer (P2P) networks have developed as a revolutionized network for data distribution and alternate to traditional client-server network…”
Získat plný text

Transformer-based factorized encoder for classification of pneumoconiosis on 3D CT images Autor Huang, Yingying, Si, Yang, Hu, Bingliang, Zhang, Yan, Wu, Shuang, Wu, Dongsheng, Wang, Quan

“…In the past decade, deep learning methods have been implemented in the medical image fields and have achieved good performance. Recently, deep learning…”
Získat plný text

Deep learning framework for analyzing birefringence imaging by incorporating optical polarization overlap in stress-induced ferroelectric SrTiO3 Autor Hirotaka Manaka, Shoutarou Katayama, Soichiro Honda, Yoko Miura

“…Optical microscopy is vital in many scientific fields, and various super-resolution techniques have been developed to overcome the resolution limit that…”
Získat plný text

Explainable machine learning algorithm predicting working memory performance in Parkinson’s disease using task-fMRI Autor Yasuda, Eiji, Hattori, Takaaki, Shimano, Kaoru, Hase, Takeshi, Oyama, Jun, Yamagiwa, Ken, Kawauchi, Miho, Horovitz, Silvina G., Lungu, Codrin, Matsuzawa, Hitoshi, Hallett, Mark

“… A three-dimensional convolutional neural network (3D-CNN) model, pre-trained with a 3D convolutional autoencoder, was developed to perform…”
Získat plný text

Parametric 3D Convolutional Autoencoder for the Prediction of Flow Fields in a Bed Configuration of Hot Particles Autor Mjalled, Ali, Namdar, Reza, Lucas Reineking, Norouzi, Mohammad, Varnik, Fathollah, Mönnigmann, Martin

“… The reduced model consists of a parametric 3D convolutional autoencoder. The first part resolves the spatial…”
Získat plný text

Fast simulation of high resolution urban wind fields at city scale Autor Xiang, Songlin, Zhou, Jingcheng, Fu, Xiangwen, Zheng, Leyi, Wang, Yuqing, Zhang, Yizhou, Yi, Kan, Liu, Junfeng, Ma, Jianmin, Tao, Shu

“…) during a long simulation period (4 weeks). Within the NIROM, 3D convolutional autoencoder and eXtreme Gradient Boost regression models (XGBoost) are adopted…”
Získat plný text

A 3D Sparse Autoencoder for Fully Automated Quality Control of Affine Registrations in Big Data Brain MRI Studies Autor Thadikemalla, Venkata Sainath Gupta, Focke, Niels K., Tummala, Sudhakar

“…This paper presents a fully automated pipeline using a sparse convolutional autoencoder for quality control (QC) of affine registrations in large-scale…”
Získat plný text

Deep learning-based automated 3D inspection of helical gears using voxelized CAD models and 3D convolutional autoencoders Autor Selloum, Rabia, Ameddah, Hacene, Brioua, Mourad

“… We propose a voxel-based 3D inspection framework that integrates an XGBoost-guided perturbation model with a 3D convolutional autoencoder (3D CNN-AE…”
Získat plný text