Self-Supervised Leaf Segmentation under Complex Lighting Conditions

1 code implementation • 29 Mar 2022 • Xufeng Lin, Chang-Tsun Li, Scott Adams, Abbas Kouzani, Richard Jiang, Ligang He, Yongjian Hu, Michael Vernon, Egan Doeven, Lawrence Webb, Todd Mcclellan, Adam Guskic

As an essential prerequisite task in image-based plant phenotyping, leaf segmentation has garnered increasing attention in recent years.

Plant Phenotyping Segmentation +2

Piecewise Linear Units Improve Deep Neural Networks

no code implementations • 2 Aug 2021 • Jordan Inturrisi, Sui Yang Khoo, Abbas Kouzani, Riccardo Pagliarella

We demonstrate how PiLU is a generalised rectifier unit and note its similarities with the Adaptive Piecewise Linear Units, namely adaptive and piecewise linear.

A Comprehensive Review on the NILM Algorithms for Energy Disaggregation

no code implementations • 20 Feb 2021 • Akriti Verma, Adnan Anwar, M. A. Parvez Mahmud, Mohiuddin Ahmed, Abbas Kouzani

Incredible research and publications have been conducted on energy disaggregation, non-intrusive load monitoring, home energy management and appliance classification.

energy management Management +1