Search Results for author: Angel Bueno Rodriguez

Found 5 papers, 2 papers with code

UTrack: Multi-Object Tracking with Uncertain Detections

1 code implementation30 Aug 2024 Edgardo Solano-Carrillo, Felix Sattler, Antje Alex, Alexander Klein, Bruno Pereira Costa, Angel Bueno Rodriguez, Jannis Stoppe

The tracking-by-detection paradigm is the mainstream in multi-object tracking, associating tracks to the predictions of an object detector.

Autonomous Driving Multi-Object Tracking +3

Improving YOLOv8 with Scattering Transform and Attention for Maritime Awareness

no code implementations International Symposium on Image and Signal Processing and Analysis (ISPA) 2023 Borja Carrillo-Perez, Angel Bueno Rodriguez, Sarah Barnes, Maurice Stephan

To achieve that, we build upon the foundations of the standard YOLOv8 and present a novel architecture that improves the segmentation and georeferencing of ships in the context of maritime awareness using a real-world dataset (ShipSG).

Look ATME: The Discriminator Mean Entropy Needs Attention

1 code implementation18 Apr 2023 Edgardo Solano-Carrillo, Angel Bueno Rodriguez, Borja Carrillo-Perez, Yannik Steiniger, Jannis Stoppe

To restore the information symmetry, the generator is endowed with knowledge of the entropic state of the discriminator, which is leveraged to allow the adversarial game to converge towards equilibrium.

Denoising Image-to-Image Translation

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