GitHub

PromptNorm: Image Geometry Guides Ambient Light Normalization

Ambient lighting normalization is an important computer vision task that aims to remove shadows and standardize illumination across an entire image. While previous approaches have primarily focused on ...
GitHub

Otary — elegant, readable, and powerful image and 2D geometry Python library.

Unification: Otary offers a cohesive solution for image and geometry manipulation, letting you work seamlessly without switching tools. Readability: Self-explanatory by design. Otary’s clean, readable ...
IEEE

Scale Factor Effects on Relative Radiometric Normalization between Multi-Resolution Images

Abstract: When performing relative radiometric normalization (RRN) on higher spatial resolution images using a reference image with lower spatial resolution, it is common to downsample the ...

Gemini 3 Flash gets Agentic Vision with code-based image analysis

Google DeepMind has introduced Agentic Vision in Gemini 3 Flash, a new capability that changes how the model understands ...
Frontiers

CBAM-DenseNet with multi-feature quality filtering: advancing accuracy in small-sample iris ...

1 Shanghai Key Laboratory of Forensic Medicine and Key Laboratory of Forensic Science, Ministry of Justice, Shenyang, Liaoning, China 2 School of Public Security Information Technology and ...
Frontiers

Deep learning software and revised 2D model to segment bone in micro-CT scans

Deep learning (DL) enables automated bone segmentation in micro-CT datasets but can struggle to generalize across developmental stages, anatomical regions, and imaging conditions. We present BP-2D-03, ...
IEEE

Volumetric Hadamard Normalization for Synthetic Aperture Sonar Sub-Bottom Target Classification

Image normalization strategies for 3-D synthetic aperture sonar (SAS) is a relatively underexplored area for target classification leveraging convolutional neural networks (CNNs). For 3-D SAS data, ...