Oran Gilad

Title: Oran Gilad: Innovator in AI and Image Processing

Introduction

Oran Gilad is a prominent inventor based in Herzliya Pituach, Israel. He has made significant contributions to the fields of artificial intelligence and image processing, holding a total of nine patents. His innovative work focuses on enhancing image segmentation and camera-pose mapping, which are crucial for various applications in augmented reality and computer vision.

Latest Patents

One of Oran's latest patents is titled "Enhanced AI Image Segmentation." This patent discloses systems and methods for producing high-quality image segmentation masks by efficiently augmenting low-quality segmentation masks initially obtained by lightly trained neural networks. The process involves transforming sequences of low-quality segmentation masks into high-quality ones by identifying groups of pixels that are consistently segmented in at least three successive video frames. The surrounding pixels are then examined and assigned gradient alpha values, which represent degrees of transparency. In this embodiment, the alpha values are made proportional to the RGB distance of the pixel from the mean RGB value of the consistently segmented group of pixels.

Another notable patent is "Organic Camera-Pose Mapping." This invention outlines a system and method for organically generating a camera-pose map. A target image is obtained of a location suitable for virtual augmentation. An initial camera-pose map is created with a limited number of calibrated camera-pose images. During an event, the system automatically captures current images and determines homographies to the nearest calibration camera-pose image. If the separation in camera-pose space is less than a predetermined threshold, the current image is fully calibrated and added to the camera-pose map, thereby growing it organically.

Career Highlights

Oran Gilad has established himself as a leading figure in his field through his innovative patents and contributions to technology. His work has not only advanced the understanding of image processing but has also paved the way for new applications in augmented reality and AI.

Collaborations

Oran collaborates with talented individuals in his field, including Samuel Chenillo and Oren Steinfeld. These collaborations enhance the innovative potential of his projects and contribute to the development of cutting-edge technologies.

Conclusion

Oran Gilad is a remarkable inventor whose work in AI and image processing continues to influence the industry. His patents reflect a deep understanding of technology and a commitment to innovation.