Feature | G06F3 (Structural Arrangements) | G06F40 (Digital Image/Video Processing) | G06T11 (Visualization) |
Focus of Innovation | Hardware optimization, resource management, distributed computing | Image/video compression, manipulation, analysis | 3D graphics, user interfaces, visual representations |
Key Technological Advancements | Hardware acceleration (GPUs, FPGAs) for AI, blockchain, Machine learning-powered error correction, Virtualization & containerization (Kubernetes), Edge computing for real-time applications, Heterogeneous computing architectures | Advancements in deep learning for image/video recognition, generation, High-efficiency image/video codecs (e.g., AV1), Content-aware image/video processing, Integration with AI for enhanced analysis | Real-time ray tracing for immersive graphics, Augmented/virtual reality (AR/VR) technologies, Enhanced user interfaces with haptics and biometrics, LiDAR and depth sensing integration |
Top Patent Filing Subcategories | Hardware acceleration for AI/blockchain, Machine learning-based error correction algorithms, Resource management in virtualized environments, Edge computing solutions & security. | Deep learning for image/video analysis, High-efficiency codecs, Content-aware processing techniques, AI-powered image/video editing. | Real-time ray tracing technologies, AR/VR display and interaction methods, Biometric authentication in user interfaces, LiDAR integration and processing. |
Impact on Industries | Cloud computing, data centers, AI/ML applications, high-performance computing | Media & entertainment, healthcare, security & surveillance, autonomous vehicles | Gaming, automotive, architecture & engineering, medical visualization |
Projected Future Trends | Continued focus on hardware/software co-design, specialized computing architectures for AI, deeper integration of AI with error correction | Advancements in generative AI for creating realistic imagery, integration with brain-computer interfaces (BCIs), focus on privacy-preserving image/video processing | Increased adoption of AR/VR, development of lightweight and wearable displays, integration with sensory feedback technologies for more realistic experiences |