Yansen Huang, Lujie Li, Linna Zhang, Fei Gan, Yigang Cen, Yuanming Liu, Vol. 19, No. 5, May 31, 2025
10.3837/tiis.2025.05.013

• geometric features
• random sampling
• rotation invariance
• Semantic segmentation
• three-dimensional point cloud

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

Haifeng Sima, Yushuang Xu, Minmin Du, Meng Gao, Jing Wang, Vol. 17, No. 3, March 31, 2023
10.3837/tiis.2023.03.010

• Road scene semantic segmentation
• collaborative learning
• Saliency detection
• homoscedastic uncertainty

Dongya Huang, Li Zhang, Vol. 16, No. 11, November 30, 2022
10.3837/tiis.2022.11.002

• Sports movement scene
• Convolutional Neural Network
• Semantic segmentation

Cheng Yang, GuanMing Lu, Vol. 16, No. 1, January 31, 2022
10.3837/tiis.2022.01.004

• Semantic segmentation
• skin lesion segmentation
• Deep Learning
• Convolutional Neural Network (CNN)
• atrous spatial pyramid pooling.

Wei Xiong, Xiuhong Jia, Dichun Yang, Meihui Ai, Lirong Li, Song Wang, Vol. 15, No. 5, May 31, 2021
10.3837/tiis.2021.05.011

• Degraded document image binarization
• Semantic segmentation
• DP-LinkNet
• encoder-decoder architecture
• hybrid dilated convolution (HDC)
• spatial pyramid pooling (SPP)

Xiaopin Zhao, Weibin Liu, Weiwei Xing, Xiang Wei, Vol. 14, No. 11, November 30, 2020
10.3837/tiis.2020.11.010

• Semantic segmentation
• Densely connected
• Attention network
• Channel-Attention-Guide module
• Feature fusion.