Anna Alperovich

A Taxonomy and Evaluation of Dense Light Field Depth Estimation Algorithms

Ole Johannsen, Katrin Honauer, Bastian Goldlüecke et al. · 2017 · 94 citations

Light Field Imaging, Depth Estimation Challenge, Image Analysis +14

Light Field Intrinsics with a Deep Encoder-Decoder Network

Anna Alperovich, Ole Johannsen, Michael Strecke et al. · 2018 · 62 citations

Engineering, Machine Learning, Autoencoders +20

Accurate Depth and Normal Maps from Occlusion-Aware Focal Stack Symmetry

Michael Strecke, Anna Alperovich, Bastian Goldlüecke · 2017 · 53 citations

Engineering, Consistent Depth, Depth Map +18

Localizing Neurosurgical Instruments Across Domains and in the Wild

Markus Philipp, Anna Alperovich, Marielena Gutt‐Will et al. · Medical Imaging with Deep Learning · 2021 · 25 citations

Computer-assisted Surgery, Neuroanatomy, Neuroimaging +5

Reflection Separation in Light Fields based on Sparse Coding and Specular Flow

Antonin Sulc, Anna Alperovich, Nico Marniok et al. · Eurographics · 2016 · 12 citations · Full text

Sparse Coding, Reflection Separation, Engineering +18