← Authors

Peter M. Roth

12 papers · 2013–2022 · 3 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (17) 🧭 Keyword Pioneer πŸƒ Academic Marathon (9) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🧬 Topic Evolution πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ’Ž Century Club (12) ⚑ Prolific Year (5) πŸ—ƒοΈ Keyword Collector (57)

Conferences

CVPR (8) ICCV (3) ECCV (1)

Top co-authors

Horst Bischof (8) Paul Wohlhart (5) Vincent Lepetit (4) Horst Possegger (3) Samuel Schulter (3) Alexander Grabner (3) Christian Leistner (3) Thomas Mauthner (2) Martin Kostinger (2) Yaming Wang (1)

Keywords

object detection (4) random forest (3) nearest neighbor classifier (2) pose estimation (2) metric learning (2) prototype learning (2) ensemble learning (2) multi-object tracking (2) 3d pose estimation (2) large margin classifier (1) gradient descent (1) discriminative learning (1) large margin (1) deep learning (1) object tracking (1) particle filter (1) multi-view learning (1) multi-class classification (1) pattern classification (1) explainable ai (1)

Papers

OccAM's Laser: Occlusion-Based Attribution Maps for 3D Object Detectors on LiDAR Data CVPR 2022
Geometric Correspondence Fields: Learned Differentiable Rendering for 3D Pose Refinement in the Wild ECCV 2020
GP2C: Geometric Projection Parameter Consensus for Joint 3D Pose and Focal Length Estimation in the Wild ICCV 2019
3D Pose Estimation and 3D Model Retrieval for Objects in the Wild CVPR 2018
Learning to Align Semantic Segmentation and 2.5D Maps for Geolocalization CVPR 2017
Accurate Object Detection with Joint Classification-Regression Random Forests CVPR 2014
Occlusion Geodesics for Online Multi-Object Tracking CVPR 2014
Joint Learning of Discriminative Prototypes and Large Margin Nearest Neighbor Classifiers ICCV 2013
Alternating Regression Forests for Object Detection and Pose Estimation ICCV 2013
Robust Real-Time Tracking of Multiple Objects by Volumetric Mass Densities CVPR 2013
Alternating Decision Forests CVPR 2013
Optimizing 1-Nearest Prototype Classifiers CVPR 2013