Heatmap overlay using neutral body model for visualizing the measured gaze distributions of observers
[Abstract]
We propose a method for visualizing where an observer's gaze focuses on a subject in a still image using a neutral human body model.
Generally, two-dimensional (2D) heatmaps are superimposed on still images to visualize an observer's gaze distribution, which indicates where an observer looks when observing a subject.
To investigate gaze distributions, eye-tracking researchers need a method to directly compare the 2D heatmaps because body pose and shape differ among subjects.
Thus, a comparison of the gaze distributions using the 2D heatmaps is time-consuming if there is no acceptable method to handle the body pose and shape variations.
Instead, our visualization method superimposes a three-dimensional (3D) heatmap representing the gaze distribution on the surface of a neutral human body, which has a fixed pose and shape for all subjects to visualize the locations at which an observer's gaze focuses.
Experimental results show that our visualization method allows eye-tracking researchers to compare gaze distributions more directly than the conventional visualization method using 2D heatmaps on still images.
[Publications]
- Michiko Inoue, Fuyuko Iwasaki, Masashi Nishiyama, Yoshio Iwai,
Heatmap overlay using neutral body model for visualizing the measured gaze distributions of observers,
Proceedings of 7th Asian Conference on Pattern Recognition (ACPR), Part II, pp. 102 - 114, November 2023.
[Slides]
- 岩崎 芙由子, 井上 路子, 米田 駿介, 西山 正志,
被写体動作の躍動感を評価する観察者から計測された視線の3Dヒートマップ表現,
信学技報, vol. 123, no. 358, PRMU2023-39, pp. 1 - 6, January 2024.
[Slides]
[Short movie]