Machine Vision Becoming More Familiar to Our Life

A vision becoming reality.

Non-animal science in toxicology and health research has been progressing for decades, but only now is it being seen widely as advanced science. The emergence of novel human biology-based tools and models, combined with legislative and regulatory change, a 21st century concept for toxicology, continuing failures in the drug pipeline, and systematic critiques of animal models, have created a piv...

Is HIV becoming more virulent?

Using Patterns To Improve Our Architectural Vision

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Bringing Vision-Based Measurements into our Daily Life: A Grand Challenge for Computer Vision Systems

Bringing computer vision into our daily life has been challenging researchers in industry and in academia over the past decades. However, the continuous development of cameras and computing systems turned computer vision-based measurements into a viable option, allowing new solutions to known problems. In this context, computer vision is a generic tool that can be used to measure and monitor ph...

Becoming More Robust to Label Noise with Classifier Diversity

It is widely known in the machine learning community that class noise can be (and often is) detrimental to inducing a model of the data. Many current approaches use a single, often biased, measurement to determine if an instance is noisy. A biased measure may work well on certain data sets, but it can also be less effective on a broader set of data sets [1]. In this paper, we present noise iden...