MUMBAI, India, Sept. 28 -- Intellectual Property India has published a patent application (202641110673 A) filed by New Horizon College Of Engineering on September 15, 2026, for A Method And System For Cause-Confirmed Selective Parameter-Wise Correction Of Produce Quality With Cross-Parameter Validation.
Inventors include Priya Thomas; and V. Asha.
The application for the patent was published on September 25, 2026, under issue no. 39/2026.
Abstract: The rapid growth of edge artificial-intelligence systems has necessitated the development of efficient self-correction architectures to manage the inherent drift challenges associated with produce quality assessment. This work uses a novel cause-confirmed correction framework specifically designed for parameter-wise drift in produce quality systems. By leveraging a two-stage gated architecture that seamlessly integrates confidence-based flagging with cross-parameter validation, our approach optimizes model correction and recalibration based on real-time confidence analytics and correlated parameter behavior. Replay-based recalibration algorithms are used to enhance the correction results.
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