Technical Description The invention discloses an AI-based multi-contrast MRI reconstruction method that uses kernel-modulated CNNs and bi-level meta-learning to reconstruct multiple MRI contrasts from under-sampled k-space data. A single multi-task model adapts to diverse and even unseen contrast protocols, improving…
Technical Description The invention discloses an AI-driven system and method for estimating traffic volume using edge devices and vision-based sensors. It employs object detection, tracking, and knowledge-distilled models to automatically count vehicles and derive traffic insights from live camera feeds…
Technical Description This invention provides a costeffective method and system for autonomous navigation of agricultural vehicles using computer vision combined with multiple sensors. It enables accurate positioning, real-time obstacle detection/classification, dynamic state estimation, and reliable operation in diverse field environments…
Technical Description This invention provides a bandwidth-efficient method for monitoring the performance of AI/ML-based CSI compression models in MIMO wireless systems. It enables the evaluation of encoder-decoder pairs at separate physical locations (UE and Base Station) without the prohibitive overhead…
Technical Description This invention features an intelligent, waterproof, and heat-resistant robot designed for autonomous fire detection and suppression. Utilizing inverse kinematics and adaptive gripping, the system navigates uneven terrain to extinguish fires and remove path obstacles without human intervention. Problems…
Technical Description This invention provides a system and method for continuous patient monitoring in infrastructure-poor or sparsely connected regions. It utilizes multi-sensor data aggregation, severity quantization, and machine learning to deliver prioritized health alerts and “Detailed Data-on-Demand” to remote healthcare…
Technical Description This invention utilizes a hybrid machine learning approach that combines “topdown” expert eye-tracking patterns with “bottom-up” image saliency maps. By analysing the fixation differences between experts and non-experts, the system precisely identifies and extracts regions of interest (ROI)…
Technical Description This invention relates to a versatile agricultural machine featuring a modular chassis capable of dynamic height and width adjustments. It utilizes adjustable wheels and movable lugs to optimize performance across diverse soil types, terrains, and specific crop spacing…
Technical Description This invention relates to a method for protecting electronic devices against micro-architectural side-channel attacks through dynamic resource allocation. The system calculates a real-time threat index to adjust hardware resource distribution, effectively neutralizing malicious “spy” programs without significantly impacting…
Technical Description This invention relates to a micro aerial vehicle (MAV) with an integrated actuator system enabling flapping, roll, and sweep wing motions. The design uses a slider-based mechanism to achieve coordinated multi-axis control for improved maneuverability and flight performance.…
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