Sensors, Free Full-Text
Por um escritor misterioso
Last updated 13 novembro 2024
Remote sensing scene objective recognition (RSSOR) plays a serious application value in both military and civilian fields. Convolutional neural networks (CNNs) have greatly enhanced the improvement of intelligent objective recognition technology for remote sensing scenes, but most of the methods using CNN for high-resolution RSSOR either use only the feature map of the last layer or directly fuse the feature maps from various layers in the “summation” way, which not only ignores the favorable relationship information between adjacent layers but also leads to redundancy and loss of feature map, which hinders the improvement of recognition accuracy. In this study, a contextual, relational attention-based recognition network (CRABR-Net) was presented, which extracts different convolutional feature maps from CNN, focuses important feature content by using a simple, parameter-free attention module (SimAM), fuses the adjacent feature maps by using the complementary relationship feature map calculation, improves the feature learning ability by using the enhanced relationship feature map calculation, and finally uses the concatenated feature maps from different layers for RSSOR. Experimental results show that CRABR-Net exploits the relationship between the different CNN layers to improve recognition performance, achieves better results compared to several state-of-the-art algorithms, and the average accuracy on AID, UC-Merced, and RSSCN7 can be up to 96.46%, 99.20%, and 95.43% with generic training ratios.
1PCS WFS3-40N415 6043920 Sick Label Sensor 100% New & Original
IMS Solution Zone Water Detection Sensor
Sensors, Free Full-Text
Cync / C by GE Setting Up Wire-Free Motion Sensors
Sensors, Free Full-Text
TEKSCAN Pressure Mapping / Force Measurement / Tactile Sensor 3000
Sensors for Pressure Mapping and Force Measurement
Health, Safety Monitoring - Vape Detector
Battery-free, wireless sensors for full-body pressure and
The 3 Best Smart Water-Leak Detectors of 2023
Recomendado para você
-
Hall of Fame National Speech & Debate Association13 novembro 2024
-
Rule 63, Teh Meme Wiki13 novembro 2024
-
Road - Wikipedia13 novembro 2024
-
Bibliography — Dumbarton Oaks13 novembro 2024
-
Urban Dictionary definition for Copium : r/nattyorjuice13 novembro 2024
-
Shenyang - Wikipedia13 novembro 2024
-
Is this a comprehensible definition for copium : r/EnglishLearning13 novembro 2024
-
Woe Is I: The Grammarphobe's Guide by O'Conner, Patricia T.13 novembro 2024
-
Assessment of vaccine herd protection in a cluster-randomised trial of Vi conjugate vaccine against typhoid fever: results of further analysis - eClinicalMedicine13 novembro 2024
-
Rabat - Wikipedia13 novembro 2024
você pode gostar
-
Mais novo artilheiro' da Super Liga da Índia tem 28 anos e não 1613 novembro 2024
-
Gênio Quiz 6 APK para Android - Download13 novembro 2024
-
Pixilart - CG!UT Sans Remake by SpongeChris13 novembro 2024
-
Rebirth of the First Urban Immortal Emperor13 novembro 2024
-
Super Mario Bros. Wonder - Um guia para encontrar o Capitão Sapo e alcançar o Mundo Especial13 novembro 2024
-
street fighter ryu fan art by me Postcard for Sale by KIRART13 novembro 2024
-
Grid Autosport apk v1.9.4RC1 download for Android 2023 (Highly Compressed)13 novembro 2024
-
Yo Soy La Morsa Pullover Hoodie for Sale by Misti Rainwater-Lites13 novembro 2024
-
Couchbound (with Netflix, Crunchyroll, & More)!: Day One Hundred13 novembro 2024
-
Gabe Newell on Steam rival Epic Games Store: It keeps us honest… but it's ugly in the short term13 novembro 2024