Oscar Beijbom
Publications by Year
Research Areas
Coral and Marine Ecosystems Studies, Advanced Neural Network Applications, Autonomous Vehicle Technology and Safety, Marine and fisheries research, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → Compact Bilinear Pooling(2016)868 cited
- → nuScenes: A Multimodal Dataset for Autonomous Driving(2020)378 cited
- → Towards Automated Annotation of Benthic Survey Images: Variability of Human Experts and Operational Modes of Automation(2015)361 cited
- → Automated annotation of coral reef survey images(2012)307 cited
- → PointPillars: Fast Encoders for Object Detection From Point Clouds(2019)241 cited
- → Monitoring of Coral Reefs Using Artificial Intelligence: A Feasible and Cost-Effective Approach(2020)185 cited
- → Panoptic Nuscenes: A Large-Scale Benchmark for LiDAR Panoptic Segmentation and Tracking(2022)177 cited
- → Menu-Match: Restaurant-Specific Food Logging from Images(2015)127 cited
- → Leveraging Automated Image Analysis Tools to Transform Our Capacity to Assess Status and Trends of Coral Reefs(2019)124 cited
- → Best Practices for Fine-Tuning Visual Classifiers to New Domains(2016)121 cited