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

Xiang Dong, Feng Li, Huihui Bai, Yao Zhao, Vol. 15, No. 12, December 31, 2021
10.3837/tiis.2021.12.010

• Dual attention mechanism
• Adaptive feature fusion module
• Progressive attention fusion module
• Image pyramid network
• Multi-scale object detection

Xialu Li, Ziguan Cui, Zongliang Gan, Guijin Tang, Feng Liu, Vol. 15, No. 10, October 31, 2021
10.3837/tiis.2021.10.014

• salient object detection
• Deep Learning
• Convolutional Neural Network
• Multi-scale Information
• Multi-level Feature Fusion

Weijia Huang, Weixing Zhu, Zhengyan Zhang, Yizheng Guo, Vol. 15, No. 9, September 30, 2021
10.3837/tiis.2021.09.006

• Multi-scale local difference directional number
• Gabor filter
• Pig identification

Junru Yin, Jiantao Qu, Wei Huang, Qiqiang Chen, Vol. 15, No. 2, February 28, 2021
10.3837/tiis.2021.02.022

• Multi-level Feature Pyramids
• Road Damage Detection
• VGG16
• multi-scale
• Multi-level