PSTAF-GAN: Progressive Spatio-Temporal Attention Fusion Method based on Generative Adversarial Network
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2022.3161563
Abstract: Spatio-temporal fusion aims to integrate mul-ti-source remote sensing images with complementary high spatial and temporal resolutions, so as to obtain time-series high spatial resolution fused images. Currently, deep learning (DL)-based spatio-temporal fusion methods have received… read more here.
Keywords: fusion; spatio temporal; pstaf gan; temporal attention ... See more keywords
MAFNet: Segmentation of Road Potholes With Multimodal Attention Fusion Network for Autonomous Vehicles
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2022.3200100
Abstract: Road potholes can cause discomforts to passengers and even traffic accidents to vehicles. Accurate segmentation of road potholes is an important capability for autonomous vehicles to ensure safe driving. Some methods on road-pothole segmentation use… read more here.
Keywords: road; network; segmentation; road potholes ... See more keywords
WAFP-Net: Weighted Attention Fusion Based Progressive Residual Learning for Depth Map Super-Resolution
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2021.3118282
Abstract: Despite the remarkable progresses achieved in depth map super-resolution (DSR), it remains a major challenge to tackle with real-world degradation of low-resolution (LR) depth maps. Synthetic datasets are mainly used in existing DSR approaches, which… read more here.
Keywords: attention fusion; resolution; weighted attention; depth ... See more keywords
Modality attention fusion model with hybrid multi-head self-attention for video understanding
Sign Up to like & getrecommendations! Published in 2022 at "PLoS ONE"
DOI: 10.1371/journal.pone.0275156
Abstract: Video question answering (Video-QA) is a subject undergoing intense study in Artificial Intelligence, which is one of the tasks which can evaluate such AI abilities. In this paper, we propose a Modality Attention Fusion framework… read more here.
Keywords: self attention; modality; attention; video ... See more keywords