Peter M. Roth

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

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Achievements

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🗺️ Taxonomy Completionist (16) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

🧭 Keyword Pioneer 🧬 Topic Evolution 📈 Trend Setter ⚡ Prolific Year · Productive 🚀 Conference Pioneer 💎 Century Club · Bronze 🗃️ Keyword Collector (57)

Venues

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)

Research topics

Computer Vision (8) Analysis (8) Machine Learning (7) Core Methods (6) Artificial Intelligence (2) Deep Learning (2) Core AI · Artificial Intelligence (2) Application Areas (1) Core AI · Computer Vision (1) Learning Types (1) Techniques (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 Alternating Decision Forests CVPR 2013 Alternating Regression Forests for Object Detection and Pose Estimation ICCV 2013 Joint Learning of Discriminative Prototypes and Large Margin Nearest Neighbor Classifiers ICCV 2013 Optimizing 1-Nearest Prototype Classifiers CVPR 2013 Robust Real-Time Tracking of Multiple Objects by Volumetric Mass Densities CVPR 2013