自動車のADAS(先進運転支援システム)および自動運転に関わる仕事をしています。 新しい技術が次々と登場するため、最新情報の収集が重要です。 その一環として、自動運転に関連する論文の紹介と要約を行っています。 興味のある論文については、ぜひ ...

Abstract: Color correction is an essential image processing operation that transforms a camera-dependent RGB color space to a standard color space, e.g., the XYZ or the sRGB color space. The color ...

Abstract: Pictures taken in low light conditions suffer from low brightness, feature loss, and color distortion. To address the problem, a Back-projection Residual Network with Color Correction Matrix ...

CCMNet is a deep learning-based methodology for maintaining color consistency in images captured by different cameras. This project aims to achieve cross-camera color constancy by leveraging ...

1. 📖 Overview CCMNet is a deep learning-based methodology for maintaining color consistency in images captured by different cameras. This project aims to achieve cross-camera color constancy by ...

Tests showed that this method improved color fidelity by over 70%, aligning image color with ground-truth measurements and enhancing rice maturity prediction accuracy from R² = 0.28 to 0.67. The ...

This study examined the critical role of image color accuracy in surveillance systems, particularly in poultry houses, using affordable video cameras. Variations in commercial camera color processing ...