Valentina Donzella

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Discrete Cosine Transforms

Super Resolution

Video Compression

Camera Parameters

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Haonan Zhao, Yiting Wang, Thomas Bashford-Rogers, Valentina Donzella, Kurt Debattista
Exploring Generative AI for Sim2Real in Driving Data Synthesis. CoRR (2024)
Sepeedeh Shahbeigi, Jonathan Robinson, Valentina Donzella
A Novel Score-Based LiDAR Point Cloud Degradation Analysis Method. IEEE Access 12 (2024)
Yiting Wang, Haonan Zhao, Daniel Gummadi, Mehrdad Dianati, Kurt Debattista, Valentina Donzella
Benchmarking the Robustness of Panoptic Segmentation for Automated Driving. CoRR (2024)
Yuri Poledna, Maikol Funk Drechsler, Valentina Donzella, Pak Hung Chan, Pierre Duthon, Werner Huber
REHEARSE: adveRse wEatHEr datAset for sensoRy noiSe modEls. IV (2024)
Pak Hung Chan, Anthony Huggett, Georgina Souvalioti, Paul Jennings, Valentina Donzella
Influence of AVC and HEVC compression on detection of vehicles through Faster R-CNN. IV (2024)
Hamed Haghighi, Amir Samadi, Mehrdad Dianati, Valentina Donzella, Kurt Debattista
Taming Transformers for Realistic Lidar Point Cloud Generation. CoRR (2024)
Haonan Zhao, Yiting Wang, Thomas Bashford-Rogers, Valentina Donzella, Kurt Debattista
Exploring Generative AI for Sim2Real in Driving Data Synthesis. IV (2024)
Pak Hung Chan, Anthony Huggett, Georgina Souvalioti, Paul Jennings, Valentina Donzella
Influence of AVC and HEVC Compression on Detection of Vehicles Through Faster R-CNN. IEEE Trans. Intell. Transp. Syst. 25 (1) (2024)
Yiting Wang, Haonan Zhao, Kurt Debattista, Valentina Donzella
The Effect of Camera Data Degradation Factors on Panoptic Segmentation for Automated Driving. ITSC (2023)
Hamed Haghighi, Mehrdad Dianati, Valentina Donzella, Kurt Debattista
Accelerating Stereo Image Simulation for Automotive Applications Using Neural Stereo Super Resolution. IEEE Trans. Intell. Transp. Syst. 24 (11) (2023)
Chuheng Wei, Guoyuan Wu, Matthew J. Barth, Pak Hung Chan, Valentina Donzella, Anthony Huggett
Enhanced Object Detection by Integrating Camera Parameters into Raw Image-Based Faster R-CNN. ITSC (2023)
Hamed Haghighi, Mehrdad Dianati, Kurt Debattista, Valentina Donzella
Contrastive Learning-Based Framework for Sim-to-Real Mapping of Lidar Point Clouds in Autonomous Driving Systems. CoRR (2023)
Yiting Wang, Pak Hung Chan, Valentina Donzella
Semantic-Aware Video Compression for Automotive Cameras. IEEE Trans. Intell. Veh. 8 (6) (2023)
Yiting Wang, Pak Hung Chan, Valentina Donzella
A Two-stage H.264 based Video Compression Method for Automotive Cameras. ICPS (2022)
Enxiao Luan, Valentina Donzella, Karen C. Cheung, Lukas Chrostowski
Advances in Silicon Photonic Sensors Using Sub-Wavelength Gratings. OECC/PSC (2019)