Documents publiés en "2021"

Beaupre, D.-A., & Bilodeau, G.-A. (janvier 2021). Domain Siamese CNNs for Sparse Multispectral Disparity Estimation [Communication écrite]. 25th International Conference on Pattern Recognition (ICPR 2020). Lien externe

Faure, B., Perreault, H., Bilodeau, G.-A., & Saunier, N. (décembre 2021). PolyTrack : tracking with bounding polygons [Présentation]. Dans NeurIPS Machine Learning for Autonomous Driving Workshop. Lien externe

Khraimeche, Y., Bilodeau, G.-A., Steele, D., & Harshad, M. (2021). Unsupervised disentanglement GAN for domain adaptive person re-identification. (Rapport technique). Non disponible

Lamghari, S., Bilodeau, G.-A., & Saunier, N. (janvier 2021). A Grid-based Representation for Human Action Recognition [Communication écrite]. 25th International Conference on Pattern Recognition (ICPR 2020), Milan, Italy. Lien externe

Li, Z., Bilodeau, G.-A., & Bouachir, W. (2021). Multiple convolutional features in Siamese networks for object tracking. Machine Vision and Applications, 32(3), 11 pages. Lien externe

Messoussi, O., Göhring de Magalhães, F., Lamarre, F., Perreault, F., Sogoba, I., Bilodeau, G.-A., & Nicolescu, G. (octobre 2021). Vehicle Detection and Tracking from Surveillance Cameras in Urban Scenes [Communication écrite]. 16th International Symposium on Visual Computing (ISVC 2021). Lien externe

Miah, M., Pepin, J., Saunier, N., & Bilodeau, G.-A. (janvier 2021). An Empirical Analysis of Visual Features for Multiple Object Tracking in Urban Scenes [Communication écrite]. 25th International Conference on Pattern Recognition (ICPR 2020). Lien externe

Miah, M., Saunier, N., & Bilodeau, G.-A. (2021). MeNToS : Tracklets association with a space-time memory network. (Rapport technique). Non disponible

Miah, M., Saunier, N., & Bilodeau, G.-A. (juin 2021). MeNToS : Tracklets association with a space-time memory network [Communication écrite]. Robust Video Scene Understanding: Tracking and Video Segmentation workshop (CVPR-W), 2021 (4 pages). Lien externe

Nguyen-The, M., Bilodeau, G.-A., & Rockemann, J. (août 2022). Leveraging sentiment analysis knowledge to solve emotion detection tasks [Communication écrite]. 26th International Conference on Pattern Recognition (ICPR), Montreal, Qc, Canada. Lien externe

Perreault, H., Bilodeau, G.-A., Saunier, N., & Heritier, M. (octobre 2021). CenterPoly: real-time instance segmentation using bounding polygons [Communication écrite]. IEEE/CVF International Conference on Computer Vision Workshops (ICCVW 2021), Montreal, Qc, Canada. Lien externe

Perreault, H., Bilodeau, G.-A., Saunier, N., & Heritier, M. (2021). FFAVOD: Feature fusion architecture for video object detection. Pattern Recognition Letters, 151, 294-301. Lien externe

Roy, P. R., Bilodeau, G.-A., & Seoud, L. (janvier 2021). Local Anomaly Detection in Videos Using Object-Centric Adversarial Learning [Communication écrite]. ICPR International Conference on Pattern Recognition. Lien externe

Roy, P. R., Bilodeau, G.-A., & Séoud, L. (juillet 2021). Predicting next local appearance for video anomaly detection [Communication écrite]. 17th International Conference on Machine Vision Applications (MVA 2021), Aichi, Japan (5 pages). Lien externe

Wolf, D. C., Desgent, S., Sanon, N. T., Chen, J.-S., Elkaim, L. M., Bosoi, C. M., Awad, P. N., Simard, A., Salam, M. T., Bilodeau, G.-A., Duss, S., Sawan, M., Lewis, E. C., & Weil, A. G. (2021). Sex differences in the developing brain impact stress-induced epileptogenicity following hyperthermia-induced seizures. Neurobiology of Disease, 161, 105546 (12 pages). Lien externe