An assisted photography method for street scenes

Marynel Vázquez, Aaron Steinfeld
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引用次数: 13

Abstract

We present an interactive, computational approach for assisting users with visual impairments during photographic documentation of transit problems. Our technique can be described as a method to improve picture composition, while retaining visual information that is expected to be most relevant. Our system considers the position of the estimated region of interest (ROI) of a photo, and camera orientation. Saliency maps and Gestalt theory are used for guiding the user towards a more balanced picture. Our current implementation for mobile phones uses optic flow to update the internal knowledge of the position of the ROI and tilt sensor readings to correct non horizontal or vertical camera orientations. Using ground truth labels, we confirmed our method proposes valid strategies for improving image composition. Future work includes an optimized implementation and user studies.
一种街景辅助摄影方法
我们提出了一种交互式的计算方法,以帮助在交通问题的摄影记录中有视觉障碍的用户。我们的技术可以被描述为一种改善图片构图的方法,同时保留预期最相关的视觉信息。我们的系统考虑了照片估计感兴趣区域(ROI)的位置和相机方向。显著性图和格式塔理论被用来引导用户走向一个更平衡的画面。我们目前在手机上的实现使用光流来更新ROI位置的内部知识和倾斜传感器读数,以纠正非水平或垂直相机方向。使用地面真值标签,我们证实了我们的方法为改善图像组成提出了有效的策略。未来的工作包括优化实现和用户研究。
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