Intellectual Property India Publishes Patent Application for System And Method For Adaptive Multimodal Spatio-Temporal Change Detection Using Dynamic Liquid Neural Processing

MUMBAI, India, Aug. 17 -- Intellectual Property India has published a patent application (202641096850 A) filed by Vellore Institute Of Technology on August 11, 2026, for System And Method For Adaptive Multimodal Spatio-Temporal Change Detection Using Dynamic Liquid Neural Processing.

Inventors include K Rajakumar; and Kasetti Sai Bhargav.

The application for the patent was published on August 14, 2026, under issue no. 33/2026.

Abstract: ABSTRACT SYSTEM AND METHOD FOR ADAPTIVE MULTIMODAL SPATIO-TEMPORAL CHANGE DETECTION USING DYNAMIC LIQUID NEURAL PROCESSING A system and method for adaptive multimodal spatio-temporal change detection using dynamic liquid neural processing. The system includes a preprocessing module, a dual-stream Liquid Siamese Neural Network with shared weights and spiking neurons with adaptive time constants, a feature fusion module performing concatenation to generate spatial-spectral-temporal features, and sigmoid neurons generating semantic multi-class environmental transition maps and percentage-based change estimation. (FIG. 1)

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