Paul Kielty

Title: Paul Kielty: Innovator in Image Processing Technology

Introduction

Paul Kielty is a notable inventor based in Galway, Ireland. He has made significant contributions to the field of image processing, particularly through his work on convolutional neural networks. With a total of 2 patents to his name, Kielty is recognized for his innovative approaches to analyzing facial characteristics.

Latest Patents

Kielty's latest patents focus on a multi-modal convolutional neural network (CNN) designed for fusing image information from various cameras, including near infra-red (NIR) and event cameras. This technology aims to analyze facial characteristics to produce classifications such as head pose and eye gaze. The neural network processes image frames through multiple convolutional layers, generating intermediate images that are then fused using an array of fusing cells. Each fusing cell is trained to weight elements from the intermediate images to provide a cohesive output. Additionally, the network includes a task network that generates outputs for specific regions of interest.

Career Highlights

Paul Kielty is currently employed at Fotonation Limited, where he continues to develop cutting-edge technologies in image processing. His work has positioned him as a key player in the advancement of neural network applications in real-world scenarios.

Collaborations

Kielty collaborates with talented individuals such as Cian Ryan and Richard Blythman, contributing to a dynamic team focused on innovation in technology.

Conclusion

Paul Kielty's contributions to image processing through his patents and collaborative efforts highlight his role as an influential inventor in the field. His work continues to pave the way for advancements in technology that enhance our understanding of facial analysis.