Michelle Newman

Title: Michelle Newman: Innovator in Emotion Recognition through Image Analysis

Introduction

Michelle Newman is a prominent inventor based in State College, PA (US). She has made significant contributions to the field of emotion recognition through her innovative research and patented technologies. With a total of 3 patents, her work focuses on understanding the relationship between shapes in images and the emotions they evoke in human beings.

Latest Patents

One of her latest patents is titled "Automatically computing emotions aroused from images through shape modeling." This patent explores how shape features in natural images influence the emotions experienced by individuals. Through an in-depth statistical analysis, Newman provides evidence regarding the significance of roundness-angularity and simplicity-complexity in predicting emotional content in images. Her research utilizes the International Affective Picture System (IAPS) dataset to demonstrate the effectiveness of her methods. By combining shape features with other advanced features, she achieves improved prediction and classification accuracy. Additionally, her approach models emotions from a dimensional perspective, allowing for more accurate predictions of valence and arousal ratings compared to traditional discrete emotional categories. The methods disclosed in her patent can be implemented on programmed digital computers, including portable devices such as smartphones.

Career Highlights

Michelle Newman is affiliated with the Penn State Research Foundation, where she continues to advance her research in emotion recognition and image analysis. Her innovative work has garnered attention in both academic and industry circles, showcasing her expertise in the intersection of technology and psychology.

Collaborations

Throughout her career, Newman has collaborated with notable colleagues, including James Z Wang and Xin Lu. These partnerships have further enriched her research and contributed to the development of her patented technologies.

Conclusion

Michelle Newman is a trailblazer in the field of emotion recognition through image analysis. Her innovative patents and research have the potential to transform how we understand and interpret emotional responses to visual stimuli. Her contributions continue to pave the way for advancements in technology and psychology.