Northwestern's McCormick School of Engineering

Northwestern Computer Science at CVPR 2026

Professors Emma Alexander, Manling Li, Han Liu, Marcelo Worsley, and their students represented Northwestern CS at CVPR 2026 ...
Nature

Crop-weed classification using deep learning: a comparative study of CNNs, vision transformers, and interpretable models

We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors ...
IEEE

Deep Learning and Computer Vision Techniques for Enhanced Quality Control in Manufacturing Processes

Abstract: Ensuring product quality and integrity is paramount in the rapidly evolving landscape of industrial manufacturing. Although effective to a certain degree, traditional quality control methods ...
Nature

Human learning of noninvasive brain–computer interfaces via manifold geometry

Brain–computer interfaces (BCIs) promise to restore and enhance human capabilities. Yet, their adoption has been limited by slow and inconsistent learning across users. We show that BCI learning is ...
GitHub

Egocentric Vision Learning Hub

An interactive learning path for three first-person vision demos built around one Xperience-10M pour-over coffee episode. Egocentric Action Baselines https ...
IEEE

Advancing Underwater Vision: A Survey of Deep Learning Models for Underwater Object Recognition and Tracking

Underwater computer vision plays a vital role in ocean research, enabling autonomous navigation, infrastructure inspections, and marine life monitoring. However, the underwater environment presents ...