# GPU-accelerated image alignment for object detection in industrial applications

arXiv: https://arxiv.org/abs/2112.05576 · HTML: https://mlsanity.com/paper/2112.05576/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 0 of its 22 references that are in the map.
- First posted on arXiv 10 Dec 2021.

## Abstract (arXiv)

This research proposes a practical method for detecting featureless objects by using image alignment approach with a robust similarity measure in industrial applications. This similarity measure is robust against occlusion, illumination changes and background clutter. The performance of the proposed GPU (Graphics Processing Unit) accelerated algorithm is deemed successful in experiments of comparison between both CPU and GPU implementations