SGA-Net: Self-Constructing Graph Attention Neural Network for Semantic Segmentation of Remote Sensing Images

por Wenjie Zi, Wei Xiong, Hao Chen, Jun Li, Ning Jing
Publicado 2021

Automated Quantification of Brittle Stars in Seabed Imagery Using Computer Vision Techniques

por Kazimieras Buškus, Evaldas Vaičiukynas, Antanas Verikas, Saulė Medelytė, Andrius Šiaulys, Aleksej Šaškov
Publicado 2021

A Hierarchical Feature Extraction Network for Fast Scene Segmentation

por Liu Miao, Yi Zhang
Publicado 2021

Evaluation of semi-supervised learning using sparse labeling to segment cell nuclei

por Bruch Roman, Rudolf Rüdiger, Mikut Ralf, Reischl Markus
Publicado 2020

Developing and Testing a Deep Learning Approach for Mapping Retrogressive Thaw Slumps

por Ingmar Nitze, Konrad Heidler, Sophia Barth, Guido Grosse
Publicado 2021

High-Resolution Boundary Refined Convolutional Neural Network for Automatic Agricultural Greenhouses Extraction from GaoFen-2 Satellite Imageries

por Xiaoping Zhang, Bo Cheng, Jinfen Chen, Chenbin Liang
Publicado 2021

A Semantic Segmentation Method for Early Forest Fire Smoke Based on Concentration Weighting

por Zewei Wang, Change Zheng, Jiyan Yin, Ye Tian, Wenbin Cui
Publicado 2021

A Dual Network for Super-Resolution and Semantic Segmentation of Sentinel-2 Imagery

por Saüc Abadal, Luis Salgueiro, Javier Marcello, Verónica Vilaplana
Publicado 2021

Memory-Augmented Transformer for Remote Sensing Image Semantic Segmentation

por Xin Zhao, Jiayi Guo, Yueting Zhang, Yirong Wu
Publicado 2021

Meta-Seg: A Generalized Meta-Learning Framework for Multi-Class Few-Shot Semantic Segmentation

por Zhiying Cao, Tengfei Zhang, Wenhui Diao, Yue Zhang, Xiaode Lyu, Kun Fu, Xian Sun
Publicado 2019

Real-Time Identification of Rice Weeds by UAV Low-Altitude Remote Sensing Based on Improved Semantic Segmentation Model

por Yubin Lan, Kanghua Huang, Chang Yang, Luocheng Lei, Jiahang Ye, Jianling Zhang, Wen Zeng, Yali Zhang, Jizhong Deng
Publicado 2021

Impact of Lung Segmentation on the Diagnosis and Explanation of COVID-19 in Chest X-ray Images

por Lucas O. Teixeira, Rodolfo M. Pereira, Diego Bertolini, Luiz S. Oliveira, Loris Nanni, George D. C. Cavalcanti, Yandre M. G. Costa
Publicado 2021

EnvSLAM: Combining SLAM Systems and Neural Networks to Improve the Environment Fusion in AR Applications

por Giulia Marchesi, Christian Eichhorn, David A. Plecher, Yuta Itoh, Gudrun Klinker
Publicado 2021

Cascaded Segmented Matting Network for Human Matting

por Bo Liu, Haipeng Jing, Guangzhi Qu, Hans W. Guesgen
Publicado 2021

An Approach to Semantically Segmenting Building Components and Outdoor Scenes Based on Multichannel Aerial Imagery Datasets

por Yu Hou, Meida Chen, Rebekka Volk, Lucio Soibelman
Publicado 2021

Application of Deep Learning in Petrographic Coal Images Segmentation

por Sebastian Iwaszenko, Leokadia Róg
Publicado 2021

GourmetNet: Food Segmentation Using Multi-Scale Waterfall Features with Spatial and Channel Attention

por Udit Sharma, Bruno Artacho, Andreas Savakis
Publicado 2021

Mapping Relict Charcoal Hearths in New England Using Deep Convolutional Neural Networks and LiDAR Data

por Ji Won Suh, Eli Anderson, William Ouimet, Katharine M. Johnson, Chandi Witharana
Publicado 2021

Semantic Segmentation of Urinary Bladder Cancer Masses from CT Images: A Transfer Learning Approach

por Sandi Baressi Šegota, Ivan Lorencin, Klara Smolić, Nikola Anđelić, Dean Markić, Vedran Mrzljak, Daniel Štifanić, Jelena Musulin, Josip Španjol, Zlatan Car
Publicado 2021

A Deep Learning Method for Fully Automatic Stomatal Morphometry and Maximal Conductance Estimation

por Jonathon A. Gibbs, Lorna Mcausland, Carlos A. Robles-Zazueta, Erik H. Murchie, Alexandra J. Burgess
Publicado 2021