Juliano Pinto

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 12

Top Topics

Object Tracking

Data Association

Top Venues

IEEE Signal Process. Lett.

Publications

Juliano Pinto, Georg Hess, William Ljungbergh, Yuxuan Xia, Henk Wymeersch, Lennart Svensson
Deep Learning for Model-Based Multiobject Tracking. IEEE Trans. Aerosp. Electron. Syst. 59 (6) (2023)
Juliano Pinto, Georg Hess, Yuxuan Xia, Henk Wymeersch, Lennart Svensson
Transformer-Based Multi-Object Smoothing with Decoupled Data Association and Smoothing. CoRR (2023)
Juliano Pinto, Georg Hess, William Ljungbergh, Yuxuan Xia, Henk Wymeersch, Lennart Svensson
Can Deep Learning be Applied to Model-Based Multi-Object Tracking? CoRR (2022)
Juliano Pinto, Georg Hess, William Ljungbergh, Yuxuan Xia, Lennart Svensson, Henk Wymeersch
Next Generation Multitarget Trackers: Random Finite Set Methods vs Transformer-based Deep Learning. CoRR (2021)
Juliano Pinto, Yuxuan Xia, Lennart Svensson, Henk Wymeersch
An Uncertainty-Aware Performance Measure for Multi-Object Tracking. IEEE Signal Process. Lett. 28 (2021)
Viktor Olsson, Wilhelm Tranheden, Juliano Pinto, Lennart Svensson
ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised Learning. WACV (2021)
Juliano Pinto, Georg Hess, William Ljungbergh, Yuxuan Xia, Lennart Svensson, Henk Wymeersch
Next Generation Multitarget Trackers: Random Finite Set Methods vs Transformer-based Deep Learning. FUSION (2021)
Juliano Pinto, Yuxuan Xia, Lennart Svensson, Henk Wymeersch
An Uncertainty-Aware Performance Measure for Multi-Object Tracking. CoRR (2021)
Wilhelm Tranheden, Viktor Olsson, Juliano Pinto, Lennart Svensson
DACS: Domain Adaptation via Cross-domain Mixed Sampling. WACV (2021)
Wilhelm Tranheden, Viktor Olsson, Juliano Pinto, Lennart Svensson
DACS: Domain Adaptation via Cross-domain Mixed Sampling. CoRR (2020)
Viktor Olsson, Wilhelm Tranheden, Juliano Pinto, Lennart Svensson
ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised Learning. CoRR (2020)
John Moberg, Lennart Svensson, Juliano Pinto, Henk Wymeersch
Bayesian Linear Regression on Deep Representations. CoRR (2019)