Camera Projector

Camera-projector systems are being actively researched to improve 3D reconstruction, multimodal learning, and interactive applications. Current efforts focus on optimizing "projectors," the components bridging visual and language modalities in large language models (LLMs) or transforming features in knowledge distillation, often employing novel architectures like attention-based networks or efficient compression techniques to enhance speed and accuracy. These advancements are driving progress in areas such as high-resolution image processing, robust touch detection on cluttered surfaces, and improved calibration methods for various applications, including augmented reality and 3D scanning.