概要
We propose a method for compressively acquiring a light field video using a single camera equipped with an optical aperture-exposure coding mechanism. The aperture-exposure coding is applied to each exposure time, enabling the embedding of the information of a light field video (a 5-D volume) into a single observed image (a 2-D measurement). Temporally-successive images obtained from the camera are used to computationally reconstruct the light field video at a faster frame rate than that of the camera. We also developed a hardware prototype to validate our method on real 3-D time-varying scenes. Using our method, we can obtain a light field video with 5 × 5 viewpoints over 4 temporal sub-frames (100 views in total) per each observed image. By repeating the capture and reconstruction processes over time, we can acquire a light field video of arbitrary length at 4 × the frame rate of the camera. To the best of our knowledge, we are the first to propose a method of joint angular-temporal compression for light-field acquisition, achieving a finer temporal resolution than that of the camera. A supplementary video is available from https://youtu.be/FAujrak8Dok.
吉田道隆
博士後期課程学生
長原一
教授
コンピューテーショナルフォトグラフィ、コンピュータビジョンを専門とし実世界センシングや情報処理技術、画像認識技術の研究を行う。さらに、画像センシングにとどまらず様々なセンサに拡張したコンピュテーショナルセンシング手法の開発や高次元で冗長な実世界ビッグデータから意味のある情報を計測するスパースセンシングへの転換を目指す。