https://www.infoq.com InfoQ UI Testing Articles feed https://www.infoq.com/articles/spotting-image-differences-visual-software-testing-ai/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=UI+Testing-articles <img src="https://res.infoq.com/articles/spotting-image-differences-visual-software-testing-ai/en/headerimage/spotting-image-differences-visual-software-testing-ai-header-1749461791635.jpg"/><p>Current AI, including multimodal models, fails at robust visual regression testing, missing structural changes that pixel-based tools flag as false positives. This article proposes a CNN-based solution to compare image segments, tolerating minor displacements. For larger distortions, a multi-scale algorithm realigns the images before comparison, isolating the true differences.</p> <i>By Stefan Dirnstorfer</i> UI Testing Artificial Intelligence Software Testing AI, ML & Data Engineering article Wed, 11 Jun 2025 09:00:00 GMT https://www.infoq.com/articles/spotting-image-differences-visual-software-testing-ai/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=UI+Testing-articles Stefan Dirnstorfer 2025-06-11T09:00:00Z /articles/spotting-image-differences-visual-software-testing-ai/en