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 ...
IEEE

Optimizing Relative Radiometric Normalization: Minimizing Residual Distortions in Multispectral Bitemporal Images Using Trust-Region Reflective and Laplacian Pyramid Fusion

Abstract: Accurate relative radiometric normalization (RRN) is important for reliable multitemporal remote sensing image analysis. Traditional methods often depend on coregistered image pairs, ...
IEEE

Automatic Semantic In-Painting Image Normalization for Facial Anomaly Appraisal

Abstract: Detection and evaluation of anomalies within a given human facial image is a challenging task. In particular, distinguishing between normal and abnormal attributes of the richly detailed ...
TMCnet

Data Normalization vs. Standardization: What's the Difference and When to Use Each

Data Normalization vs. Standardization is one of the most foundational yet often misunderstood topics in machine learning and data preprocessing. If you’ve ever built a predictive model, worked on a ...
GitHub

Python ISF shader renderer with PyOpenGL. Render images from your shaders, or visualize in a window.

pyvvisf is a pure Python implementation for parsing and rendering ISF (Interactive Shader Format) shaders. It provides a modern, maintainable alternative to the C++ ...