MRIE: Enhanced Rainfall Intensity Estimation With Two-Stage Multimodal Deep Learning
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3571440
Abstract: Accurate rainfall intensity estimation is crucial for environmental monitoring and urban planning. However, the reliability of existing methods in practical applications is relatively low due to certain deficiencies in data processing and noise resistance. To… read more here.
Keywords: rainfall intensity; intensity estimation; estimation; stage multimodal ... See more keywords
Multitask LSTM Model for Human Activity Recognition and Intensity Estimation Using Wearable Sensor Data
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2020.2996578
Abstract: Human activity recognition (HAR) and measuring the intensity of activity are increasingly important for healthcare applications, such as fitness tracking and patient monitoring. However, these two tasks have been performed separately, leading to delays and… read more here.
Keywords: human activity; intensity; intensity estimation; activity ... See more keywords
Tropical Cyclone Intensity Estimation Using Multidimensional Convolutional Neural Network From Multichannel Satellite Imagery
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2021.3134007
Abstract: Estimating tropical cyclone (TC) intensity is the first step in the processes of monitoring and predicting destructive TC disasters. Due to the dilemma of meteorological methods, accurate estimation of TC intensity is a long-term challenge.… read more here.
Keywords: tropical cyclone; multichannel satellite; intensity estimation; estimation ... See more keywords
A Novel Tensor Network for Tropical Cyclone Intensity Estimation
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2020.3017709
Abstract: Tropical cyclone (TC) intensity estimation is an important task in meteorological research. Meanwhile, TC intensity estimation performance can be improved by developing advanced machine learning techniques using the newly emerged high-quality multispectral images (MSIs) acquired… read more here.
Keywords: tensor; intensity; intensity estimation; tcnn ... See more keywords
Automated Tropical Cyclone Intensity Estimation Through Integration of Historical Information and Self-Diagnosis Using AI Models
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2025.3632317
Abstract: Recently, various artificial intelligence (AI)-based techniques have been developed to estimate tropical cyclone (TC) intensity by analyzing patterns in satellite imagery. Most of these models rely solely on currently available satellite data. However, traditional methods… read more here.
Keywords: intensity; self diagnosis; historical information; intensity estimation ... See more keywords
TCIC-SC-RNet: A Hybrid Model for TC Intensity Estimation Based on Transfer Learning
Sign Up to like & getrecommendations! Published in 2024 at "Weather and Forecasting"
DOI: 10.1175/waf-d-23-0080.1
Abstract: Tropical cyclone (TC) monitoring relies heavily on remotely sensed observations as they generally form and move through remote oceanic areas. This is an important part of monitoring the TC current intensity. In this study, a… read more here.
Keywords: classification; intensity; intensity estimation; model ... See more keywords
Multilabel convolution neural network for facial expression recognition and ordinal intensity estimation
Sign Up to like & getrecommendations! Published in 2021 at "PeerJ Computer Science"
DOI: 10.7717/peerj-cs.736
Abstract: Facial Expression Recognition (FER) has gained considerable attention in affective computing due to its vast area of applications. Diverse approaches and methods have been considered for a robust FER in the field, but only a… read more here.
Keywords: intensity estimation; expression; multilabel; intensity ... See more keywords