- Justin Wang, Raymond K. W. Wong, Thomas C. M. Lee. Locally linear embedding with additive noise. Pattern Recognition Letters, 123:47-52, 2019.
- Suting Chen, Rui Feng, Yanyan Zhang, Chuang Zhang. Aerial image matching method based on HSI hash learning. Pattern Recognition Letters, 117:131-139, 2019.
- Yunan Li, Qiguang Miao, Kuan Tian, YingYing Fan, Xin Xu, Zhenxin Ma, Jianfeng Song. Large-scale gesture recognition with a fusion of RGB-D data based on optical flow and the C3D model. Pattern Recognition Letters, 119:187-194, 2019.
- Shehzad Muhammad Hanif. Patch match networks: Improved two-channel and Siamese networks for image patch matching. Pattern Recognition Letters, 120:54-61, 2019.
- Syed Muhammad Atif, Sameer Qazi, Nicolas Gillis. Improved SVD-based initialization for nonnegative matrix factorization using low-rank correction. Pattern Recognition Letters, 122:53-59, 2019.
- Jayanta K. Dutta, Bonny Banerjee. Improved outlier detection using sparse coding-based methods. Pattern Recognition Letters, 122:99-105, 2019.
- Adriana Tapus, Antonio Bandera, Ricardo Vázquez Martín, Luis V. Calderita. Perceiving the person and their interactions with the others for social robotics - A review. Pattern Recognition Letters, 118:3-13, 2019.
- Jiaqi Yang, Yang Xiao 0007, Zhiguo Cao, Weidong Yang. Ranking 3D feature correspondences via consistency voting. Pattern Recognition Letters, 117:1-8, 2019.
- Mashaan A. Alshammari, Masahiro Takatsuka. k. Pattern Recognition Letters, 122:31-37, 2019.
- Sihao Ding, Andreas Wallin. Towards recovery of conditional vectors from conditional generative adversarial networks. Pattern Recognition Letters, 122:66-72, 2019.