DAMAGE DETECTION AND LEVEL CLASSIFICATION OF ROOF DAMAGE AFTER TYPHOON FAXAI BASED ON AERIAL PHOTOS AND DEEP LEARNING

Damage Detection and Level Classification of Roof Damage after Typhoon Faxai Based on Aerial Photos and Deep Learning

Following the occurrence of a typhoon, quick damage assessment can facilitate the quick dispatch of house repair and disaster insurance works.Employing a deep learning method, this study used aerial photos of the Chiba prefecture obtained following Typhoon Faxai in 2019, to automatically detect and evaluate the roof damage.This study comprised thre

read more

Neutron radiation therapy for advanced thyroid cancers

Purpose: The aim of this study was to review institutional outcomes for advanced thyroid cancers treated with fast neutron radiation therapy (FNRT) and photon radiation therapy (RT).Methods and materials: In all, 62 consecutive patients were analyzed.Fifty-nine had stage IV disease.Twenty-three were treated with FNRT and 39 with photon RT.Median fo

read more


LSTM-Based Framework for the Synthesis of Original Soundtracks

Recently, significant developments have been made in Long Short-Term Memory (LSTM) networks within essie iced out top coat the realm of synthesis music.Notwithstanding these advancements, several challenges persist warranting further research.Primarily, there exists an absence of dedicated research on the application of LSTM networks for the synthe

read more