Robert T. Collins
6 papers · 2013–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Half 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
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Keyword Pioneer
🚀
Conference Pioneer
Top co-authors
Research topics
Computer Vision
(5)
Analysis
(5)
Deep Learning
(2)
Machine Learning
(2)
Mathematics & Optimization
(2)
Optimization
(2)
Domain-Specific
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Processing
(1)
Keywords
multi-target tracking
(2)
object detection
(1)
pedestrian detection
(1)
remote sensing
(1)
image registration
(1)
multi-object tracking
(1)
occlusion handling
(1)
graph optimization
(1)
lagrangian relaxation
(1)
motion model
(1)
data association
(1)
random forest
(1)
correspondence learning
(1)
synthetic image
(1)
aerial view
(1)
street view
(1)
non-maximum suppression
(1)
quadratic unconstrained binary optimization
(1)
vanishing point detection
(1)
shape context
(1)
Papers
Recurrence-Based Vanishing Point Detection
WACV 2025
From Image to Stability: Learning Dynamics from Human Pose
ECCV 2020
Regularity-Driven Facade Matching Between Aerial and Street Views
CVPR 2016
Multi-target Tracking by Lagrangian Relaxation to Min-cost Network Flow
CVPR 2013
Optimized Pedestrian Detection for Multiple and Occluded People
CVPR 2013
Tracking Sports Players with Context-Conditioned Motion Models
CVPR 2013