MUMBAI, India, March 13 -- Intellectual Property India has published a patent application (202641025608 A) filed by Bhuvanendhiran; Dr. Jansi Rani J; Mrs. Inbalatha K; and Mrs. Sandhya R, Kolar, Karnataka, on March 4, for 'a hardware-aware adaptive multi-stage semantic decomposition system with reinforcement-based mesh refinement and device-specific topology optimization for dynamic 3d synthesis from natural language input.'
Inventor(s) include Bhuvanendhiran; Dr. Jansi Rani J; Mrs. Inbalatha K; and Mrs. Sandhya R.
The application for the patent was published on March 13, under issue no. 11/2026.
According to the abstract released by the Intellectual Property India: "The present invention relates to a hardware-aware adaptive multi-stage semantic decomposition system for dynamic three-dimensional (3D) synthesis from natural language input. The system receives textual descriptions and converts them into structured semantic representations using hierarchical decomposition into objects, attributes, and spatial relationships. Based on the decomposed components, initial coarse 3D meshes are generated. A reinforcement-based refinement module iteratively optimizes mesh geometry and alignment using a reward-driven feedback mechanism. The system further comprises a hardware-awareness module configured to detect device-specific computational parameters including processing capability and memory constraints. A topology optimization module dynamically adjusts mesh density and level-of-detail based on the detected hardware parameters to ensure efficient rendering across heterogeneous platforms. The invention provides improved computational efficiency, adaptive rendering performance, and scalable cross-device compatibility for real-time 3D scene generation."
Disclaimer: Curated by HT Syndication.
