MUMBAI, India, Oct. 26 -- Intellectual Property India has published a patent application (202631108847 A) filed by National Institute Of Technology Patna on September 10, 2026, for Image Classification System.
Inventors include Singh, Anshu; Singh, Maheshwari Prasad; and Titoriya, Ankit Kumar.
The application for the patent was published on October 23, 2026, under issue no. 43/2026.
Abstract: Embodiments of the present disclosure relate to a system (100) and a method (600) of image classification that performs adaptive multi-scale feature processing and statistical channel refinement to classify received images into predefined image categories. The system (100) includes a processor (102-2), a memory (102-4), and an image acquisition unit (104). The image acquisition unit (104) supplies an image to an image reception module (106), which receives and prepares the image for feature processing. The processor (102-2) generates multi-level feature representations, extracts features across different receptive fields, and adaptively fuses the extracted features according to learnable weights. The processor (102-2) refines the fused features using mean, maximum, and standard-deviation statistical descriptors and generates class probabilities for predefined image categories. The system (100) achieves robust and reliable image classification by adaptively integrating multi-scale spatial features and statistically refining informative feature channels.
Disclaimer: Curated by HT Syndication.
