University of LiègeULgFaculty of EngineeringFacSALibrary News   
Anthony Cioppa - Publications ORBI
Van Droogenbroeck, M., Braham, M., & Cioppa, A. (2019). Foreground and background detection method. United States: United States.
The present invention concerns a method for assigning a pixel to one of a foreground pixel set and a background pixel set using asynchronous semantic post processing to improve motion detection by an imaging ...
Cioppa, A.* , Deliège, A.* , Istasse, M., De Vleeschouwer, C., & Van Droogenbroeck, M. (2019, June). ARTHuS: Adaptive Real-Time Human Segmentation in Sports through Online Distillation. IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) Proceedings.
Peer reviewed
Semantic segmentation can be regarded as a useful tool for global scene understanding in many areas, including sports, but has inherent difficulties, such as the need for pixel-wise annotated training data and ...
* These authors have contributed equally to this work.
Deliège, A., Cioppa, A., & Van Droogenbroeck, M. (2019). An Effective Hit-or-Miss Layer Favoring Feature Interpretation as Learned Prototypes Deformations. Thirty-Third AAAI Conference on Artificial Intelligence.
Peer reviewed
Neural networks designed for the task of classification have become a commodity in recent years. Many works target the development of more effective networks, which results in a complexification of their ...
Deliège, A.* , Cioppa, A.* , & Van Droogenbroeck, M.* . (2018). HitNet: a neural network with capsules embedded in a Hit-or-Miss layer, extended with hybrid data augmentation and ghost capsules. arXiv, 1806.06519.
Abstract Neural networks designed for the task of classification have become a commodity in recent years. Many works target the development of better networks, which results in a complexification of their ...
* These authors have contributed equally to this work.
Cioppa, A., Deliège, A., & Van Droogenbroeck, M. (2018). A bottom-up approach based on semantics for the interpretation of the main camera stream in soccer games. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (pp. 1846-1855).
Peer reviewed
Automatic interpretation of sports games is a major challenge, especially when these sports feature complex players organizations and game phases. This paper describes a bottom-up approach based on the ...