Computer Vision – ECCV 2018. 15th European Conference, Munich, Germany, September 8–14, 2018, Proceedings, Part XII

* 12. Vol. 11216. Cham : Springer, 2018.

Under the general editorship: V. Ferrari, M. Hebert, C. Sminchisescu, Y. Weiss

The sixteen-volume set comprising the LNCS volumes 11205-11220 constitutes the refereed proceedings of the 15th European Conference on Computer Vision, ECCV 2018, held in Munich, Germany, in September 2018. The 776 revised papers presented were carefully reviewed and selected from 2439 submissions. The papers are organized in topical sections on learning for vision; computational photography; human analysis; human sensing; stereo and reconstruction; optimization; matching and recognition; video attention; and poster sessions.

Chapters

Combining 3D Model Contour Energy and Keypoints for Object Tracking

Bugaev B., Kryshchenko A., Belov R., , in: Computer Vision – ECCV 2018. 15th European Conference, Munich, Germany, September 8–14, 2018, Proceedings, Part XII* 12. Vol. 11216.: Cham: Springer, 2018. P. 55–70.

We present a new combined approach for monocular model-based 3D tracking. A preliminary object pose is estimated by using a keypoint-based technique. The pose is then refined by optimizing the contour energy function. The energy determines the degree of correspondence between the contour of the model projection and the image edges. It is calculated based on ...

Added: October 31, 2018

Keywords: semantics, neural networks, regularization, computer vision, image segmentation, object detection, artificial intelligence, image reconstruction, imaging systems, object recognition, 3D, optical flows, image processing