Jiao Wang

Title: Innovations in Image Segmentation by Jiao Wang

Introduction

Jiao Wang is an accomplished inventor based in San Diego, CA, known for his contributions to the field of digital image processing. With a focus on image segmentation and object detection, he has developed innovative methods that enhance the accuracy and efficiency of these processes. Wang holds 2 patents that reflect his expertise and commitment to advancing technology in medical imaging.

Latest Patents

Wang's latest patents include significant advancements in image segmentation techniques. The first patent, titled "Image segmentation and object detection using fully convolutional neural network," describes a method and system for digital image segmentation. This innovation utilizes a fully convolutional neural network that incorporates both expansion and contraction neural networks. The architecture includes a coarse-to-fine residual learning module and a dense convolution module, which together facilitate fast and accurate training of the neural networks. This method is particularly beneficial for organ, tissue, and lesion segmentation in medical images.

The second patent, "Enhanced convolutional neural network for image segmentation," focuses on a computer-implemented image segmentation method. This system employs a predictive model trained on a deep fully convolutional neural network, utilizing a loss function at intermediate layers to improve training efficiency. The model's design allows for quicker and more accurate identification of features in input images, making it a valuable tool in medical imaging.

Career Highlights

Jiao Wang is currently employed at 12 Sigma Technologies, where he continues to innovate in the field of image processing. His work has garnered attention for its practical applications in medical diagnostics and imaging technologies. Wang's contributions are paving the way for advancements that could significantly impact healthcare.

Collaborations

Wang collaborates with talented individuals in his field, including Dashan Gao and Tianyi Zhao. These partnerships enhance the research and development efforts at 12 Sigma Technologies, fostering an environment of innovation and creativity.

Conclusion

Jiao Wang's work in image segmentation and object detection exemplifies the potential of technology to transform medical imaging. His patents reflect a deep understanding of neural networks and their applications, making significant strides in the accuracy and efficiency of image analysis. Wang's contributions are vital to the ongoing evolution of medical technology.