- Dan Xu, Yan Yan, Elisa Ricci, Nicu Sebe. Detecting anomalous events in videos by learning deep representations of appearance and motion. Computer Vision and Image Understanding, 156:117-127, 2017.
- Laquan Li, Jian Wang, Wei Lu, Shan Tan. Simultaneous tumor segmentation, image restoration, and blur kernel estimation in PET using multiple regularizations. Computer Vision and Image Understanding, 155:173-194, 2017.
- Junseok Kwon, Radu Timofte, Luc Van Gool. Leveraging observation uncertainty for robust visual tracking. Computer Vision and Image Understanding, 158:62-71, 2017.
- Francesco Turchini, Lorenzo Seidenari, Alberto Del Bimbo. Understanding and localizing activities from correspondences of clustered trajectories. Computer Vision and Image Understanding, 159:128-142, 2017.
- Nikolay Kobyshev, Hayko Riemenschneider, András Bódis-Szomorú, Luc Van Gool. Efficient architectural structural element decomposition. Computer Vision and Image Understanding, 157:300-312, 2017.
- Thomas Schöps, Torsten Sattler, Christian Häne, Marc Pollefeys. Large-scale outdoor 3D reconstruction on a mobile device. Computer Vision and Image Understanding, 157:151-166, 2017.
- Fan Wang, Samia Ainouz, Caroline Petitjean, Abdelaziz Bensrhair. Specularity removal: A global energy minimization approach based on polarization imaging. Computer Vision and Image Understanding, 158:31-39, 2017.
- Diego Thomas, Akihiro Sugimoto. Modeling large-scale indoor scenes with rigid fragments using RGB-D cameras. Computer Vision and Image Understanding, 157:103-116, 2017.
- Pablo V. A. Barros, Nestor T. Maciel-Junior, Bruno J. T. Fernandes, Byron L. D. Bezerra, Sergio M. M. Fernandes. A dynamic gesture recognition and prediction system using the convexity approach. Computer Vision and Image Understanding, 155:139-149, 2017.
- Keisuke Tateno, Federico Tombari, Nassir Navab. Large scale and long standing simultaneous reconstruction and segmentation. Computer Vision and Image Understanding, 157:138-150, 2017.