Li Liu, Yuqi Kong, Vol. 18, No. 9, September 30, 2024
10.3837/tiis.2024.09.002

• Deep Learning
• instance segmentation
• Attention Mechanism
• Adaptive loss function

Abdul Raheem, Zhen Yang, Haiyang Yu, Muhammad Yaqub, Fahad Sabah, Shahzad Ahmed, Malik Abdul Manan, Imran Shabir Chuhan, Vol. 18, No. 9, September 30, 2024
10.3837/tiis.2024.09.007

• Brain Tumors
• Improved Convolutional Neural Network
• segmentation
• privacy-preserving
• BRATS
• Figshare
• Generative Adversarial Network

Huanlong Zhang, Weiqiang Fu, Bin Zhou, Keyan Zhou, Xiangbo Yang, Shanfeng Liu, Vol. 18, No. 9, September 30, 2024
10.3837/tiis.2024.09.008

• Object Segmentation and Tracking
• Siamese Network
• Mask Propagation
• Mask evaluation
• Attention Mechanism.

Youngho Kim, Seon-Gyoung Sohn, Kyeong Tae Kim, Hae Sook Jeon, Sang-Min Lee, Yunkyung Lee, Jeongnyeo Kim, Vol. 18, No. 9, September 30, 2024
10.3837/tiis.2024.09.011

• access control
• cybersecurity
• Defense
• segmentation
• Zero Trust Architecture

Hyeonwoo Kim, Junsuk Lee, Jehyeok Rew, Eenjun Hwang, Vol. 18, No. 8, August 31, 2024
10.3837/tiis.2024.08.015

• Artificial intelligence
• Face image analysis
• Face wrinkle segmentation
• Image Segmentation
• Wrinkle dataset

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

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.

Hongliang Zhu, Hui Yin, Yanting Liu, Ning Chen, Vol. 18, No. 4, April 30, 2024
10.3837/tiis.2024.04.007

• Unsupervised video object segmentation
• Dual-stream Co-enhanced
• Motion refinement
• Feature aggregation
• Dual-stream neural network

Yunbo Rao, Tian Tan, Shaoning Zeng, Zhanglin Chen, Jihong Sun, Vol. 18, No. 1, January 31, 2024
10.3837/tiis.2024.01.002

• Fetoscopy
• Deep Learning
• Vessel Segmentation
• Twin-to-Twin Transfusion Syndrome

Mengfei Wang, Weixing Wang, Sheng Feng, Limin Li, Vol. 17, No. 2, February 28, 2023
10.3837/tiis.2023.02.006

• Aggregate particle
• chaotic map
• Entropy
• Image multi-class segmentation
• Optimization
• Sparrow search algorithm