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Valentina Donzella
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2020 – today
- 2024
- [j4]Sepeedeh Shahbeigi
, Jonathan Robinson, Valentina Donzella
A Novel Score-Based LiDAR Point Cloud Degradation Analysis Method. IEEE Access 12: 22671-22686 (2024) - [j3]Pak Hung Chan
Influence of AVC and HEVC Compression on Detection of Vehicles Through Faster R-CNN. IEEE Trans. Intell. Transp. Syst. 25(1): 203-213 (2024) - [c8]Yuri Poledna
REHEARSE: adveRse wEatHEr datAset for sensoRy noiSe modEls. IV 2024: 2451-2457 - [c7]Haonan Zhao, Yiting Wang, Thomas Bashford-Rogers, Valentina Donzella, Kurt Debattista:
Exploring Generative AI for Sim2Real in Driving Data Synthesis. IV 2024: 3071-3077 - [c6]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: 3140 - [c5]Pak Hung Chan, Georgina Souvalioti, Anthony Huggett, Graham Kirsch, Valentina Donzella:
The data conundrum: compression of automotive imaging data and deep neural network based perception. LIM 2024: 78-82 - [i4]Yiting Wang, Haonan Zhao, Daniel Gummadi
Benchmarking the Robustness of Panoptic Segmentation for Automated Driving. CoRR abs/2402.15469 (2024) - [i3]Hamed Haghighi, Amir Samadi, Mehrdad Dianati, Valentina Donzella, Kurt Debattista:
Taming Transformers for Realistic Lidar Point Cloud Generation. CoRR abs/2404.05505 (2024) - [i2]Haonan Zhao, Yiting Wang, Thomas Bashford-Rogers, Valentina Donzella, Kurt Debattista:
Exploring Generative AI for Sim2Real in Driving Data Synthesis. CoRR abs/2404.09111 (2024) - 2023
- [j2]Hamed Haghighi
Accelerating Stereo Image Simulation for Automotive Applications Using Neural Stereo Super Resolution. IEEE Trans. Intell. Transp. Syst. 24(11): 12627-12636 (2023) - [j1]Yiting Wang
Semantic-Aware Video Compression for Automotive Cameras. IEEE Trans. Intell. Veh. 8(6): 3712-3722 (2023) - [c4]Yiting Wang, Haonan Zhao, Kurt Debattista, Valentina Donzella:
The Effect of Camera Data Degradation Factors on Panoptic Segmentation for Automated Driving. ITSC 2023: 2351-2356 - [c3]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: 4473-4478 - [i1]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 abs/2312.15817 (2023) - 2022
- [c2]Yiting Wang, Pak Hung Chan, Valentina Donzella:
A Two-stage H.264 based Video Compression Method for Automotive Cameras. ICPS 2022: 1-6
2010 – 2019
- 2019
- [c1]Enxiao Luan, Valentina Donzella, Karen C. Cheung, Lukas Chrostowski:
Advances in Silicon Photonic Sensors Using Sub-Wavelength Gratings. OECC/PSC 2019: 1-3
Coauthor Index
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