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Supervised Multi-Regional Segmentation Machine Learning Architecture for Digital Twin Applications in Coastal Regions ...

by Ahmadi, Mohsen, Lonbar, Ahmad Gholizadeh, Nouri, Mohammadsadegh, Javidi, Amir Sharifzadeh, Beris, Ali Tarlani, Sharifi, Abbas, Salimi-Tarazouj, Ali
Published 2023
Subjects: “...FOS Electrical engineering, electronic engineering, information engineering...”

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2

ISO/IEC JTC1/SC29/WG11 MPEG2014/ m34661: Quality Assessment of High Dynamic Range (HDR) Video Content Using Existing Full-Reference Metrics

by Banitalebi-Dehkordi, Amin, Azimi, Maryam, Dong, Yuanyuan, Pourazad, Mahsa T., Nasiopoulos, Panos
Published 2018
Subjects: “...FOS Electrical engineering, electronic engineering, information engineering...”

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3

Regression Networks For Calculating Englacial Layer Thickness

by Varshney, Debvrat, Rahnemoonfar, Maryam, Yari, Masoud, Paden, John
Published 2021
Subjects: “...FOS Electrical engineering, electronic engineering, information engineering...”

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4

Using Machine Learning to Automate Mammogram Images Analysis

by Tang, Xuejiao, Zhang, Liuhua, Zhang, Wenbin, Huang, Xin, Iosifidis, Vasileios, Liu, Zhen, Zhang, Mingli, Messina, Enza, Zhang, Ji
Published 2020
Subjects: “...FOS Electrical engineering, electronic engineering, information engineering...”

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5

Polarimetric Guided Nonlocal Means Covariance Matrix Estimation for Defoliation Mapping

by Agersborg, Jørgen A., Anfinsen, Stian Normann, Jepsen, Jane Uhd
Published 2020
Subjects: “...FOS Electrical engineering, electronic engineering, information engineering...”

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6

HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline

by Heidler, Konrad, Mou, Lichao, Baumhoer, Celia, Dietz, Andreas, Zhu, Xiao Xiang
Published 2021
Subjects: “...FOS Electrical engineering, electronic engineering, information engineering...”

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7

Automatic Segmentation of Organs-at-Risk from Head-and-Neck CT using Separable Convolutional Neural Network with Hard-Region-Weighted Loss

by Lei, Wenhui, Mei, Haochen, Sun, Zhengwentai, Ye, Shan, Gu, Ran, Wang, Huan, Huang, Rui, Zhang, Shichuan, Zhang, Shaoting, Wang, Guotai
Published 2021
Subjects: “...FOS Electrical engineering, electronic engineering, information engineering...”

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8

Sea Ice Segmentation From SAR Data by Convolutional Transformer Networks ...

by Ristea, Nicolae-Catalin, Anghel, Andrei, Datcu, Mihai
Published 2023
Subjects: “...FOS Electrical engineering, electronic engineering, information engineering...”

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9

Sea Ice Extraction via Remote Sensed Imagery: Algorithms, Datasets, Applications and Challenges ...

by Yu, Anzhu, Huang, Wenjun, Xu, Qing, Sun, Qun, Guo, Wenyue, Ji, Song, Wen, Bowei, Qiu, Chunping
Published 2023
Subjects: “...FOS Electrical engineering, electronic engineering, information engineering...”

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10

Enhancing sea ice segmentation in Sentinel-1 images with atrous convolutions ...

by de Lima, Rafael Pires, Vahedi, Behzad, Hughes, Nick, Barrett, Andrew P., Meier, Walter, Karimzadeh, Morteza
Published 2023
Subjects: “...FOS Electrical engineering, electronic engineering, information engineering...”

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11

Comparison of Cross-Entropy, Dice, and Focal Loss for Sea Ice Type Segmentation ...

by de Lima, Rafael Pires, Vahedi, Behzad, Karimzadeh, Morteza
Published 2023
Subjects: “...FOS Electrical engineering, electronic engineering, information engineering...”

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12

Deep Learning on SAR Imagery: Transfer Learning Versus Randomly Initialized Weights ...

by Karimzadeh, Morteza, de Lima, Rafael Pires
Published 2023
Subjects: “...FOS Electrical engineering, electronic engineering, information engineering...”

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13

A Differentiable Framework for End-to-End Learning of Hybrid Structured Compression ...

by Eo, Moonjung, Kang, Suhyun, Rhee, Wonjong
Published 2023
Subjects: “...FOS Electrical engineering, electronic engineering, information engineering...”

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14

Toward Polar Sea-Ice Classification using Color-based Segmentation and Auto-labeling of Sentinel-2 Imagery to Train an Efficient Deep Learning Model ...

by Iqrah, Jurdana Masuma, Koo, Younghyun, Wang, Wei, Xie, Hongjie, Prasad, Sushil
Published 2023
Subjects: “...FOS Electrical engineering, electronic engineering, information engineering...”

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15

Physically-Consistent Generative Adversarial Networks for Coastal Flood Visualization

by Lütjens, Björn, Leshchinskiy, Brandon, Requena-Mesa, Christian, Chishtie, Farrukh, Díaz-Rodríguez, Natalia, Boulais, Océane, Sankaranarayanan, Aruna, Piña, Aaron, Gal, Yarin, Raïssi, Chedy, Lavin, Alexander, Newman, Dava
Published 2021
Subjects: “...FOS Electrical engineering, electronic engineering, information engineering...”

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16

U-Net Using Stacked Dilated Convolutions for Medical Image Segmentation

by Wang, Shuhang, Hu, Szu-Yeu, Cheah, Eugene, Wang, Xiaohong, Wang, Jingchao, Chen, Lei, Baikpour, Masoud, Ozturk, Arinc, Li, Qian, Chou, Shinn-Huey, Lehman, Constance D., Kumar, Viksit, Samir, Anthony
Published 2020
Subjects: “...FOS Electrical engineering, electronic engineering, information engineering...”

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17

Surveying the ice condensation period at southern polar Mars using a CNN ...

by Gergácz, Mira, Kereszturi, Ákos
Published 2023
Subjects: “...FOS Electrical engineering, electronic engineering, information engineering...”

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18

Filtering Internal Tides From Wide-Swath Altimeter Data Using Convolutional Neural Networks

by Lguensat, Redouane, Fablet, Ronan, Sommer, Julien Le, Metref, Sammy, Cosme, Emmanuel, Ouenniche, Kaouther, Drumetz, Lucas, Gula, Jonathan
Published 2020
Subjects: “...FOS Electrical engineering, electronic engineering, information engineering...”

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19

An Early Warning Sign of Critical Transition in The Antarctic Ice Sheet -- A Data Driven Tool for Spatiotemporal Tipping Point

by AlMomani, Abd AlRahman, Bollt, Erik
Published 2020
Subjects: “...FOS Electrical engineering, electronic engineering, information engineering...”

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20

Analysing high resolution digital Mars images using machine learning ...

by Gergácz, Mira, Kereszturi, Ákos
Published 2023
Subjects: “...FOS Electrical engineering, electronic engineering, information engineering...”

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