Both sides don't want to let their rival dominate. And the competition may yet be transformed further.

ABSTRACT: Image dehazing is an ill-posed low-level computer vision problem that substantially affects the reliability of outdoor vision systems, including autonomous driving, intelligent surveillance, ...

Abstract: Recent research works showed that deep neural networks are vulnerable to adversarial examples, which are usually maliciously created by carefully adding deliberate and imperceptible ...

Agentic Vision is a new capability for the Gemini 3 Flash model to make image-related tasks more accurate by “grounding answers in visual evidence.” Frontier AI models like Gemini typically process ...

IFAP generates adversarial perturbations using model gradients and then shapes them in the discrete cosine transform (DCT) domain. Unlike existing frequency-aware methods that apply a fixed frequency ...

For decades, the retail industry has faced the same persistent problems of empty shelves, pricing errors and inventory discrepancies. Despite having spent billions of dollars on data analytics and ...

Omnivision expands its automotive portfolio with two new image sensors. The OX05C global shutter (GS) high dynamic range (HDR) sensor is a new addition to the company’s Nyxel near-infrared (NIR) ...

How do computers see the world? It’s not quite the same way humans do. Recent advances in generative artificial intelligence (AI) make it possible to do more things with computer image processing. You ...

Abstract: Transferable adversarial images raise critical security concerns for computer vision systems in real-world, blackbox attack scenarios. Although many transfer attacks have been proposed, ...

DINOv3 represents a major leap in computer vision: its frozen universal backbone and SSL approach enable researchers and developers to tackle annotation-scarce tasks, deploy high-performance models ...