Sangheon Lee, Noo-ri Kim, Youngwha Cho, Jae-Young Choi, Suntae Kim, Jeong-Ah Kim, Jee-Hyong Lee, Vol. 13, No. 8, August 30, 2019
10.3837/tiis.2019.08.027

• Adversarial attack
• Adversarial Defense
• Adversarial Detection
• Gaussian Process Regression
• Image Classification

Haifeng Sima, Aizhong Mi, Xue Han, Shouheng Du, Zhiheng Wang, Jianfang Wang, Vol. 12, No. 10, October 30, 2018
10.3837/tiis.2018.10.021

• Hyperspectral image classification
• Multi-layer superpixels
• Joint sparse representation
• Discriminative optimization sampling
• Reconstruction matrix

Lu Han, Fei Wu, Xiao-Yuan Jing, Vol. 12, No. 9, September 29, 2018
10.3837/tiis.2018.09.011

• Semi-supervised learning
• Manifold discriminant intact space
• Generated multi-view data points
• Intact feature representations
• Image Classification

YongHeng Chen, Fuquan Zhang, WanLi Zuo, Vol. 12, No. 1, January 30, 2018
10.3837/tiis.2018.01.019

• multi-modal topic model
• image annotation
• Image Classification
• nonparametric Bayesian statistics
• variational inference algorithm

Xu Zhang, Xiaofeng Wang, Yue Du, Xiaoyan Qin, Vol. 11, No. 5, May 30, 2017
10.3837/tiis.2017.05.016

• Image Classification
• domain adaptation
• sparese coding
• Bag of Visual Words
• Dictionary learning

Feiniu Yuan, Jinting Shi, Xue Xia, Yong Yang, Yuming Fang, Rui Wang, Vol. 10, No. 4, April 29, 2016
10.3837/tiis.2016.04.019

• Sub Oriented Histogram
• Smoke detection
• Image Classification
• Local Binary Patterns
• Support Vector Machine.