Robust Unsupervised Small Area Change Detection from SAR Imagery Using Deep Learning

1 code implementation • 22 Nov 2020 • Xinzheng Zhang, Hang Su, Ce Zhang, Xiaowei Gu, Xiaoheng Tan, Peter M. Atkinson

In this paper, a robust unsupervised approach is proposed for small area change detection from multi-temporal SAR images using deep learning.

Change Detection Clustering +2

A Novel Self-Organizing PID Approach for Controlling Mobile Robot Locomotion

no code implementations • 17 Dec 2019 • Xiaowei Gu, Muhammad Aurangzeb Khan, Plamen Angelov, Bikash Tiwary, Elnaz Shafipour Yourdshah, Zhao-Xu Yang

A novel self-organizing fuzzy proportional-integral-derivative (SOF-PID) control system is proposed in this paper.

A Self-Adaptive Synthetic Over-Sampling Technique for Imbalanced Classification

no code implementations • 25 Nov 2019 • Xiaowei Gu, Plamen P. Angelov, Eduardo Almeida Soares

In addition, this approach can be very valuable for the cases when the number of actual available labelled data is small which itself is one of the problems of the contemporary machine learning.

BIG-bench Machine Learning Fairness +2