3 citations · 4 across the 3 of their papers we have counts for
3 papers
cs.LG2025
FlowRoI A Fast Optical Flow Driven Region of Interest Extraction Framework for High-Throughput Image Compression in Immune Cell Migration Analysis
Xiaowei Xu, Justin Sonneck, Hongxiao Wang +5
Autonomous migration is essential for the function of immune cells such as neutrophils and plays a pivotal role in diverse diseases. Recently, we introduced ComplexEye, a multi-len…
cs.LG2023★ 3 cited
EfficientBioAI: Making Bioimaging AI Models Efficient in Energy, Latency and Representation
Yu Zhou, Justin Sonneck, Sweta Banerjee +4
Artificial intelligence (AI) has been widely used in bioimage image analysis nowadays, but the efficiency of AI models, like the energy consumption and latency is not ignorable due…
eess.IV2022★ 1 cited
MMV_Im2Im: An Open Source Microscopy Machine Vision Toolbox for Image-to-Image Transformation
Justin Sonneck, Jianxu Chen
Over the past decade, deep learning (DL) research in computer vision has been growing rapidly, with many advances in DL-based image analysis methods for biomedical problems. In thi…