Magic Leap grant share with artificial intelligence as a theme is 66% in Q4 2023. Grant share is based on the ratio of number of grants to total number of patents.

Recent Patents

Application: Room layout estimation methods and techniques (Patent ID: US20230394315A1)

The patent filed by Magic Leap Inc. discloses systems and methods for estimating a room layout using a neural network, specifically a convolutional neural network with encoder, decoder, and side sub-networks. The network analyzes room images to determine a three-dimensional layout based on two-dimensional ordered keypoints associated with different room types. This technology can be applied in augmented or mixed reality, robotics, and autonomous indoor navigation, among other applications.

The method outlined in the patent involves accessing a room image, determining predicted keypoint maps and room types using a neural network, and ultimately estimating the room layout based on ordered keypoints associated with the predicted room type. The neural network is trained using a loss function that optimizes for keypoint accuracy and room type prediction. The network architecture includes encoder-decoder sub-networks with recurrent layers, and deep supervision is applied to improve training. Additionally, object information from the room image can be integrated into the predicted room layout. Overall, the patent describes a sophisticated system for accurately estimating room layouts using neural networks, with potential applications in various fields such as augmented reality and robotics.

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