1 code implementation • 17 Jul 2023 • Masoomeh Aslahishahri, Jordan Ubbens, Ian Stavness
Our work demonstrates how the attention mechanism can be adapted for the particular requirements of reference-based image super-resolution, significantly simplifying the architecture and training pipeline.
2 code implementations • 2 Sep 2020 • Tewodros Ayalew, Jordan Ubbens, Ian Stavness
Supervised learning is often used to count objects in images, but for counting small, densely located objects, the required image annotations are burdensome to collect.
no code implementations • 17 Jul 2020 • Jordan Ubbens, Tewodros Ayalew, Steve Shirtliffe, Anique Josuttes, Curtis Pozniak, Ian Stavness
Counting plant organs such as heads or tassels from outdoor imagery is a popular benchmark computer vision task in plant phenotyping, which has been previously investigated in the literature using state-of-the-art supervised deep learning techniques.