SegCycle-SPADE: An end-to-end framework for semantic segmentation-based automated extraction and artistic reconstruction of traditional craft patterns using conditional GAN. [PDF]
PLoS OneHuang B, Mo L.
europepmc +1 more source
Facial expression recognition for emotion perception: A comprehensive science mapping
Ibrain, EarlyView.Facial expression recognition (FER) has emerged as a pivotal interdisciplinary research domain, bridging computer science, psychology, neuroscience, and medicine. By mapping the FER scientific knowledge graph, the study aimed to explore the technological evolution and forecast future application trends in this field.
Hou‐Ming Kan +10 more
wiley +1 more source
SFA-DETR: An Efficient UAV Detection Algorithm with Joint Spatial-Frequency-Domain Awareness. [PDF]
Sensors (Basel)He P, Wang X.
europepmc +1 more source
CellOntologyMapper: Consensus mapping of cell type annotation
iMetaOmics, EarlyView.CellOntologyMapper automates the standardization of cell type annotations in single‐cell RNA‐seq by mapping user‐defined names to the Cell Ontology (CL) and Cell Taxonomy (CT). The framework constructs a comprehensive embedding database of 19,381 curated cell types using sentence transformers, large language models, and synonym expansion.
Zehua Zeng +3 more
wiley +1 more source
Multi-scale boundary-aware network for remote sensing image semantic segmentation. [PDF]
Sci RepShan K, Tan L, Li Y, Jia T.
europepmc +1 more source
Exploring a Novel Conv‐Transformer Network for Multi‐Modality Heart Segmentation
iRADIOLOGY, EarlyView.We propose SFAM‐TransUnet for multimodality whole heart segmentation, a novel deep learning framework combining CNNs and transformers. Extensive experiments conducted on the clinical Multi‐Modality Whole Heart Segmentation datasets demonstrate that SFAM‐TransUnet outperforms various alternative methods.
Youyou Ding +6 more
wiley +1 more source
PUNet: a lightweight parallel U-Net architecture integrating Mamba-CNN for high-precision image segmentation. [PDF]
Sci RepXie Z, Li X, Ma H, Wu S, Cui D.
europepmc +1 more source
Constructive Memory in Truth‐Telling for Reconciliation
Journal of Applied Philosophy, EarlyView.ABSTRACT Truth‐telling has, in diverse contexts, been conceptualised as a vehicle for achieving reconciliation following injustice. As a social and political phenomenon, it involves the communication of narratives grounded in episodic memory. Such narratives may fail to reproduce the details of past events and may even include details that were not ...
Alberto Guerrero‐Velázquez +1 more
wiley +1 more source
Research on group type theory and its functorial semantic models in category logic. [PDF]
PLoS OneTang JG, Aishan Y, Liu JY, Peng JY.
europepmc +1 more source