Luo Xiaoyan, Wang Mengzhen, Gong Hanbiao, Luo Hui, Vol. 20, No. 3, March 31, 2026
10.3837/tiis.2026.03.015

• Fragmented ore
• image annotation
• Automatic Annotation
• U2Net
• Lightweight

Lichun Yang, Jianghao Wu, Hongguang Li, Chunlei Liu, Shize Wei, Vol. 19, No. 8, August 31, 2025
10.3837/tiis.2025.08.001

• Runway detection
• AeroRun
• SLIM-Net
• quantization-based pruning
• Lightweight
• resource-constrained environment

Cuimei Liu, Chuan Lin, Guangjie Han, Zhongxiang Wang, Zhenyu Wang, Vol. 19, No. 7, July 31, 2025
10.3837/tiis.2025.07.007

• Resource-constrained and low-cost UAV
• Lightweight target detection
• Depthwise dimension separation bottleneck
• Attention Decoupling Head
• Convolutional Block Attention Module

Junhan Peng, Xuhong Huang, Ronghao Kang, Zhihong Chen, Jianjun Huang, Vol. 19, No. 3, March 31, 2025
10.3837/tiis.2025.03.006

• Deep Learning
• aquaculture farms
• Ship inspection
• YOLOv7-tiny
• lightweight model

Yogaraja C A, Sheela Shobana Rani K, Vol. 17, No. 12, December 31, 2023
10.3837/tiis.2023.12.010

• critical data
• dynamic S-Box
• Lightweight Encryption
• Security Threats

Huy-Hoang Dinh, Hong-Quan Do, Trung-Tung Doan, Cuong Le, Ngo Xuan Bach, Tu Minh Phuong, Viet-Vu Vu, Vol. 17, No. 9, September 30, 2023
10.3837/tiis.2023.09.011

• Attention
• Depth-wise Separable Convolution
• facial expression recognition
• Lightweight deep learning model
• Residual Block

Yueheng Mao, Bin Song, Zhiyong Zhang, Wenhou Yang, Yu Lan, Vol. 17, No. 5, May 31, 2023
10.3837/tiis.2023.05.007

• Sensitive image detection
• Lightweight convolutional neural network
• EfficientNet
• Model pruning

Qiang Gao, Zhicheng He, Xu Jia, Yinghong Xie, Xiaowei Han, Vol. 17, No. 3, March 31, 2023
10.3837/tiis.2023.03.009

• object tracking
• Attention Mechanism
• Object Detection
• non-maximum suppression
• lightweight neural network

Wen Chen, Lang Li, Ying Guo, Vol. 17, No. 1, January 31, 2023
10.3837/tiis.2023.01.009

• ARX-based lightweight block cipher; Dynamic encryption; Generalized two-dimensional cat map; Hardware implementation
• High diffusion

Juanli Kuang, Ying Guo, Lang Li, Vol. 17, No. 1, January 31, 2023
10.3837/tiis.2023.01.006

• Industrial IoT
• Sensor nodes
• Lightweight Block cipher
• S-box
• Security design