| A taxonomy and evaluation of dense light field depth estimation algorithms O Johannsen, K Honauer, B Goldluecke, A Alperovich, F Battisti, Y Bok, ... Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017 | 119 | 2017 |
| Light field intrinsics with a deep encoder-decoder network A Alperovich, O Johannsen, M Strecke, B Goldluecke IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 28, 15, 2018 | 72 | 2018 |
| Accurate depth and normal maps from occlusion-aware focal stack symmetry M Strecke, A Alperovich, B Goldluecke Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017 | 68 | 2017 |
| A variational model for intrinsic light field decomposition A Alperovich, B Goldluecke Asian Conference on Computer Vision, 66-82, 2016 | 24 | 2016 |
| Reflection Separation in Light Fields based on Sparse Coding and Specular Flow. A Sulc, A Alperovich, N Marniok, B Goldluecke VMV, 2016 | 24 | 2016 |
| Intrinsic Light Field Decomposition and Disparity Estimation with a Deep Encoder-Decoder Network BG Anna Alperovich, Ole Johannsen IEEE European Signal Processing Conference (EUSIPCO), 2018 | 16* | 2018 |
| Intra-operative brain tumor detection with deep learning-optimized hyperspectral imaging T Giannantonio, A Alperovich, P Semeraro, M Atzori, X Zhang, C Hauger, ... Optical Biopsy XXI: Toward Real-Time Spectroscopic Imaging and Diagnosis …, 2023 | 12 | 2023 |
| An epipolar volume autoencoder with adversarial loss for deep light field super-resolution M Zhu, A Alperovich, O Johannsen, A Sulc, B Goldluecke Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019 | 9 | 2019 |
| Shadow and specularity priors for intrinsic light field decomposition A Alperovich, O Johannsen, M Strecke, B Goldluecke Energy Minimization Methods in Computer Vision and Pattern Recognition: 11th …, 2018 | 8 | 2018 |
| Localizing neurosurgical instruments across domains and in the wild M Philipp, A Alperovich, M Gutt-Will, A Mathis, S Saur, A Raabe, ... Medical Imaging with Deep Learning, 2021 | 7 | 2021 |
| Synthetic data generation for optical flow evaluation in the neurosurgical domain M Philipp, N Bacher, J Nienhaus, L Hauptmann, L Lang, A Alperovich, ... Current directions in biomedical engineering 7 (1), 67-71, 2021 | 7 | 2021 |
| Digital core repository coupled with machine learning as a tool to classify and assess petrophysical rock properties V Hébert, T Porcher, V Planes, M Léger, A Alperovich, B Goldluecke, ... | 7 | 2020 |
| Dynamic CNNs using uncertainty to overcome domain generalization for surgical instrument localization M Philipp, A Alperovich, M Gutt-Will, A Mathis, S Saur, A Raabe, ... Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022 | 6 | 2022 |
| Integrating hyperspectral imaging in an existing intra-operative environment for detection of intrinsic brain tumors R Vandebriel, S Luthman, K Vunckx, M Jayapala, W Charle, L Solie, ... Advanced biomedical and clinical diagnostic and surgical guidance systems …, 2023 | 5 | 2023 |
| Robust tumor segmentation with hyperspectral imaging and graph neural networks M Lotfy, A Alperovich, T Giannantonio, B Barz, X Zhang, F Holm, N Navab, ... arXiv preprint arXiv:2311.11782, 2023 | 1 | 2023 |
| Co-design of optical filter and fluorescence applications using artificial intelligence S Saur, M Wiltbach, A Freytag, A Alperovich US Patent App. 18/571,021, 2024 | | 2024 |
| Robust tissue differentiation in head and neck cancer: ex-vivo study with hyperspectral imaging and convolutional neural networks M Lotfy, X Zhang, C Hauger, T Giannantonio, A Alperovich, F Holm, ... Optics in Health Care and Biomedical Optics XIII 12770, 480-491, 2023 | | 2023 |
| Method for a machine learning system for surgery assistance S Saur, A Alperovich, A Freytag US Patent App. 18/319,046, 2023 | | 2023 |
| DEVELOPMENT OF 2 COMPLEMENTARY INNOVATIVE APPROACHES FOR REAL-TIME, LABEL-FREE INTRAOPERATIVE TUMOR DETECTION TO ENHANCE EXTENT OF RESECTION OF LOW GRADE GLIOMAS. S De Vleeschouwer, E Cuypers, L Van Hese, T Theys, R Heeren, ... Neuro-Oncology 25, 2023 | | 2023 |
| Hyperspektral-Bildgebung bei Plattenepithel-Karzinomen des Kopf-Hals-Bereichs–Klinische Implementation und erste Ergebnisse einer ex-vivo Anwendung F Böhm, C Schwamborn, A Alperovich, X Zhang, T Giannantonio, ... Laryngo-Rhino-Otologie 102 (S 02), 2023 | | 2023 |
