Computing a Characteristic Orientation for Rotation-Independent Image Analysis
计算旋转无关图像分析的特征方向
机构 * Institute of New Imaging Technologies, Universitat Jaume I, 12071 Castellón, Spain（新成像技术研究所，Jaume I大学，西班牙卡斯蒂利亚-拉曼查省12071）
AI总结 本文提出GID预处理方法，通过估计图像全局方向并对其对齐，提升模型在不同旋转下的鲁棒性，实验表明其在旋转MNIST和CIFAR-10数据集上均优于现有旋转不变架构。
Comments Accepted for publication at the 21st International Conference on Computer Vision Theory and Applications (VISAPP 2026). 8 pages
Journal ref Proceedings of the 21st International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP (2026), SciTePress, pp. 644-651
