Research on Lying Pose Human Detection based on Vision Saliency

显著性目标检测是计算机视觉与模式识别领域的基本问题和关键环节,直接影响到显著性检测、目标检测、行为检测、目标跟踪、行为识别等多项研究,是多学科间联系的重要纽带,关乎计算机视觉、神经认知学和视觉心理学等交叉领域的发展。受神经生理学的稀疏编码和反馈机理启发,利用全局特征和局部特征视觉显著性机理,确定平躺人体在图像中的大致位置,再利用透射变换、姿态建模、特征旋转不变性和深度学习等检测出平躺人体的准确位置。对高分辨率探测技术的低空俯视图像进行显著性平躺人体检测,在理论和实践中都极具重要意义。 自然灾害环境下低空俯视图像的平躺人体检测主要存在姿态多样性、任意朝向、任意视角、严重透视形变和平面内旋转等问...Saliency object detection is a basic problem and key process of computer vision and pattern recognition. It directly affects multiple research areas that includes saliency detection, object detection, behavior detection, object tracking, behavior recognition and so on. It is an important ligament of multidisciplinary and influences the development of interdisciplinary such as computer vision, cogn...学位：理学博士院系专业：信息科学与技术学院_人工智能基础学号：3152012015394