PA-Former: Learning Prior-Aware Transformer for Remote Sensing Building Change Detection
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2022.3200396
Abstract: Building change detection (BCD) is significant for urban planning and environmental protection. In view of the interclass similarity and intraclass difference of building changes in complex built-up area, specialized solutions have been introduced in BCD.… read more here.
Keywords: information; change detection; aware transformer; building change ... See more keywords
Local–Global Feature-Aware Transformer Based Residual Network for Hyperspectral Image Denoising
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2022.3229361
Abstract: Hyperspectral images (HSIs) are generally distorted by various types of damage and degradation due to limited imaging conditions. Hence, noise reduction is an essential process before HSI interpretations and applications. In this article, a novel… read more here.
Keywords: global feature; aware transformer; local global; feature ... See more keywords
TERTIAN: Clinical Endpoint Prediction in ICU via Time-Aware Transformer-Based Hierarchical Attention Network
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/4207940
Abstract: Accurately predicting the clinical endpoint in ICU based on the patient's electronic medical records (EMRs) is essential for the timely treatment of critically ill patients and allocation of medical resources. However, the patient's EMRs usually… read more here.
Keywords: time; aware transformer; hierarchical attention; time aware ... See more keywords
Template-Aware Transformer for Person Reidentification
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/8917964
Abstract: Person reidentification (ReID) is a challenging computer vision task for identifying or verifying one or more persons when the faces are not available. In ReID, the indistinguishable background usually affects the model's perception of the… read more here.
Keywords: aware transformer; template aware; template; person reidentification ... See more keywords