Computer Vision
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Elastic Test-Time Training for Scalable 4D Reconstruction
The proposed Fast Spatial Memory (FSM) architecture leverages Elastic Test-Time Training to enable multi-chunk adaptation for 4D reconstruction. By incorporating a Fisher-weighted elastic prior and an exponential moving average anchor state, the system mitigates catastrophic forgetting and overfitti…
MadEye Dynamically Optimizes PTZ Camera Orientations to Maximize Live Video Analytics Accuracy
MadEye is a camera-server system that uses commodity PTZ cameras to continuously adapt rotation and zoom for optimal video analytics accuracy under given workloads and resource constraints. It employs a rapid search algorithm to explore the vast orientation space and a camera-side knowledge distilla…