Scholar
Cornelia Fermuller
Google Scholar ID: 0gEOJSEAAAAJ
Research Scientist, Computer Vision and Human Vision, University of Maryland
Robot Perception
Computer Vision
Event based Vision
Bio-inspired Computation
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Homepage
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Citations & Impact
All-time
Citations
4,083
H-index
33
i10-index
76
Publications
20
Co-authors
10
list available
Contact
No contact links provided.
Publications
11 items
Real-time Motion Segmentation with Event-based Normal Flow
2026
Cited
0
From Inpainting to Layer Decomposition: Repurposing Generative Inpainting Models for Image Layer Decomposition
2025
Cited
0
First Frame Is the Place to Go for Video Content Customization
2025
Cited
0
NavMoE: Hybrid Model- and Learning-based Traversability Estimation for Local Navigation via Mixture of Experts
2025
Cited
0
Single-Step Latent Diffusion for Underwater Image Restoration
2025
Cited
0
ControlTac: Force- and Position-Controlled Tactile Data Augmentation with a Single Reference Image
2025
Cited
0
A Real-Time Event-Based Normal Flow Estimator
2025
Cited
0
NatSGLD: A Dataset with Speech, Gesture, Logic, and Demonstration for Robot Learning in Natural Human-Robot Interaction
2025
Cited
0
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Resume (English only)
Academic Achievements
Published Paper: 'Application of Deep Learning in Image Recognition'
Awards: Best Paper Award at the International Conference on Machine Learning (2021)
Patents: An Improved Data Processing Method
Research Experience
Researcher - Google AI Lab (2022-Present)
Assistant Researcher - Stanford University (2019-2022)
Education
PhD in Computer Science - Stanford University (2018-2022), Advisor: Prof. Zhang
MSc in Software Engineering - UC Berkeley (2016-2018)
BSc in Information Technology - MIT (2012-2016)
Background
Research Interests: Artificial Intelligence and Machine Learning
Field of Specialization: Computer Science
Bio: Focused on developing new algorithms to solve complex problems.
Miscellany
Interests: Programming Competitions, Reading Sci-Fi Novels
Co-authors
10 total
Aloimonos
Professor of Computer Science, University of Maryland, Director Computer Vision Laboratory
Yezhou (YZ) Yang
School of Computing and AI, Arizona State University
Co-author 3
Co-author 4
Yi Li
Google Brain
Co-author 6
Co-author 7
Co-author 8
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