Yifeng Yin, Chang Liu, Yong Gan, Yanhua Zhang, Qian Liang, Vol. 20, No. 2, February 28, 2026
10.3837/tiis.2026.02.007

• Cross-attention fusion
• Electricity theft Detection
• Mamba
• Multi-scale CNN
• Smart Grid

Lu Bing, Wei Wang, Vol. 19, No. 9, September 30, 2025
10.3837/tiis.2025.09.006

• Left atrial segmentation
• Depthwise separable
• Multi-scale dilated convolution
• Attention Mechanism
• Loss Function

A. Mohan, P. Chiranjeevi, A. Krishna Mohan, Vol. 19, No. 8, August 31, 2025
10.3837/tiis.2025.08.006

• Management of Pests and Diseases (MIPD)
• Artificial Intelligence (AI)
• Full Resolution Convolutional Networks (FrCN)
• Multi-Scale EfficientDet (MS-EfficientDet)

Yanfei Gao, Xiongwei Miao, Guoye Zhang, Vol. 19, No. 4, April 30, 2025
10.3837/tiis.2025.04.004

• Interpretability
• CAM
• multi-scale
• Guided integral gradient

Changjun Zou, Vol. 19, No. 1, January 31, 2025
10.3837/tiis.2025.01.007

• Depth recovery
• Stereo vision
• multi-scale
• Swin Transformer
• Structural Similarity loss function

Zhenhua Li, Lei Zhang, Vol. 18, No. 7, July 31, 2024
10.3837/tiis.2024.07.009

• Melanoma segmentation
• Receptive field
• Attention Mechanism
• multi-scale contextural information.

Zhenzhen Yang, Xue Sun, Yongpeng Yang, Xinyi Wu, Vol. 18, No. 7, July 31, 2024
10.3837/tiis.2024.07.001

• Medical image segmentation
• Deep Learning
• U-net
• Multi-scale feature fusion
• Skip Connection

Canlin Li, Shun Song, Pengcheng Gao, Wei Huang, Lihua Bi, Vol. 18, No. 4, April 30, 2024
10.3837/tiis.2024.04.009

• Low-Light Image Enhancement
• Deep Learning
• Edge detection
• multi-scale feature enhancement
• spatial attention mechanism.

Jun Li, Xiang Li, Yifei Wei, Xiaojun Wang, Vol. 16, No. 5, May 31, 2022
10.3837/tiis.2022.05.010

• Image matching
• High-speed train
• Multi-scale features
• Artificial intelligence
• Joint description and detection of local features

Junke Zhu, Le Sun, Yilin Wang, Sudha Subramani, Dandan Peng, Shangwe Charmant Nicolas, Vol. 16, No. 5, May 31, 2022
10.3837/tiis.2022.05.002

• Multi-scale convolutional feature extraction methods
• ResNet50 structure
• Squeeze-and-Excitation Modules