Search Results for author: Xiaoning Song

Found 8 papers, 3 papers with code

DePF: A Novel Fusion Approach based on Decomposition Pooling for Infrared and Visible Images

no code implementations27 May 2023 Hui Li, Yongbiao Xiao, Chunyang Cheng, Zhongwei Shen, Xiaoning Song

Infrared and visible image fusion aims to generate synthetic images simultaneously containing salient features and rich texture details, which can be used to boost downstream tasks.

Infrared And Visible Image Fusion

LE2Fusion: A novel local edge enhancement module for infrared and visible image fusion

no code implementations27 May 2023 Yongbiao Xiao, Hui Li, Chunyang Cheng, Xiaoning Song

Specifically, a local edge enhancement (LE2) module is proposed to improve the edge information under complex illumination conditions and preserve the essential features of image.

Image Reconstruction Infrared And Visible Image Fusion

LabelPrompt: Effective Prompt-based Learning for Relation Classification

no code implementations16 Feb 2023 Wenjie Zhang, Xiaoning Song, ZhenHua Feng, Tianyang Xu, XiaoJun Wu

Specifically, associating natural language words that fill the masked token with semantic relation labels (\textit{e. g.} \textit{``org:founded\_by}'') is difficult.

Classification Contrastive Learning +3

NFLAT: Non-Flat-Lattice Transformer for Chinese Named Entity Recognition

1 code implementation12 May 2022 Shuang Wu, Xiaoning Song, ZhenHua Feng, Xiao-Jun Wu

To deal with this issue, we advocate a novel lexical enhancement method, InterFormer, that effectively reduces the amount of computational and memory costs by constructing non-flat lattices.

Chinese Named Entity Recognition named-entity-recognition +2

Face recognition via compact second order image gradient orientations

1 code implementation23 Jan 2022 He-Feng Yin, Xiao-Jun Wu, Xiaoning Song

The second order image gradient orientations (SOIGO) can mitigate the adverse effect of noises in face images.

Face Recognition

MECT: Multi-Metadata Embedding based Cross-Transformer for Chinese Named Entity Recognition

1 code implementation ACL 2021 Shuang Wu, Xiaoning Song, ZhenHua Feng

This paper presents a novel Multi-metadata Embedding based Cross-Transformer (MECT) to improve the performance of Chinese NER by fusing the structural information of Chinese characters.

Benchmarking Chinese Named Entity Recognition +3

Dictionary Integration using 3D Morphable Face Models for Pose-invariant Collaborative-representation-based Classification

no code implementations1 Nov 2016 Xiaoning Song, Zhen-Hua Feng, Guosheng Hu, Josef Kittler, William Christmas, Xiao-Jun Wu

The paper presents a dictionary integration algorithm using 3D morphable face models (3DMM) for pose-invariant collaborative-representation-based face classification.

Classification General Classification

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