Yulin Cao, Chunyu Li, Guoqing Zhang, Yuhui Zheng, Vol. 18, No. 9, September 30, 2024
10.3837/tiis.2024.09.009

• Enhancement
• Transformer
• Low lumination
• spatial attention
• channel attention
• convolutional neural network.

Weiping Jiang, Yan Wei, Hao Zhai, Vol. 18, No. 7, July 31, 2024
10.3837/tiis.2024.07.010

• Multi-focus image fusion
• Swin Transformer
• wavelet transform
• Deep Learning

Dongdong Jia, Meili Zhou, Wei WEI, Dong Wang, Zongwen Bai, Vol. 17, No. 12, December 31, 2023
10.3837/tiis.2023.12.009

• Scene Graph Generation
• Transformer-based Architecture
• Distribution Alignment
• Model-independent
• Visual Genome Dataset

Rui Wang, Rong Hua, Vol. 17, No. 10, October 31, 2023
10.3837/tiis.2023.10.010

• Attention Mechanism
• feature fusion
• Radiology report
• Transformer
• Image-text generation

Huimin Wu, Yongcan Liu, Haozhe Yang, Zhongxiang Xie, Xianchao Chen, Mingzhi Wen, Aite Zhao, Vol. 17, No. 10, October 31, 2023
10.3837/tiis.2023.10.002

• Parkinson's disease
• Gait signals
• Severity rating
• Vertical ground reaction force
• Transformer network

Di Gai, Heng Luo, Jing He, Pengxiang Su, Zheng Huang, Song Zhang, Zhijun Tu, Vol. 17, No. 9, September 30, 2023
10.3837/tiis.2023.09.009

• Transformer
• Attention Mechanism
• Semantic enriched
• Medical image segmentation

Tianjiao Liang, Weiguo Pan, Hong Bao, Xinyue Fan, Han Li, Vol. 17, No. 8, August 31, 2023
10.3837/tiis.2023.08.002

• Transformer
• Semantic segmentation
• High-Definition maps
• Automatic Annotation

Pan Wu, Zhen Hua, Jinjiang Li, Vol. 17, No. 4, April 30, 2023
10.3837/tiis.2023.04.011

• Image fusion
• Multi-focus
• Polarized Attention
• Transformer

Xin Xu, Yikun Zhao, Ruhao Zhang, Tingting Xu, Vol. 16, No. 12, December 31, 2022
10.3837/tiis.2022.12.009

• EEG
• mental stress
• MUSIC
• self-attention
• Transformer

Zhi Liu, Jincen Cai, Mengmeng Zhang, Vol. 16, No. 7, July 31, 2022
10.3837/tiis.2022.07.016

• Video representation
• cross-modal retrieval
• Multi-modal
• Local Descriptors
• Transformer