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Benjamin Planche
Benjamin Planche
UII America, Inc.
Verified email at uii-ai.com - Homepage
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Year
Depthsynth: Real-time realistic synthetic data generation from cad models for 2.5 d recognition
B Planche, Z Wu, K Ma, S Sun, S Kluckner, O Lehmann, T Chen, A Hutter, ...
2017 International Conference on 3D Vision (3DV), 1-10, 2017
742017
3d object instance recognition and pose estimation using triplet loss with dynamic margin
S Zakharov, W Kehl, B Planche, A Hutter, S Ilic
2017 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2017
392017
Hands-On Computer Vision with TensorFlow 2
B Planche, E Andres
Packt Publishing Ltd, 2019
312019
Keep it unreal: Bridging the realism gap for 2.5 d recognition with geometry priors only
S Zakharov, B Planche, Z Wu, A Hutter, H Kosch, S Ilic
2018 International Conference on 3D Vision (3DV), 1-11, 2018
232018
Seeing Beyond Appearance - Mapping Real Images into Geometrical Domains for Unsupervised CAD-based Recognition
B Planche, S Zakharov, Z Wu, A Hutter, H Kosch, S Ilic
2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2019
112019
Segmenting and denoising depth images for recognition applications using generative adversarial neural networks
B Planche, S Zakharov, Z Wu, S Ilic
US Patent 11,403,737, 2022
92022
Physics-Based Differentiable Depth Sensor Simulation
B Planche, RV Singh
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
52021
Synthetic depth image generation from cad data using generative adversarial neural networks for enhancement
B Planche, Z Wu
US Patent 10,901,740, 2021
52021
Incremental Scene Synthesis
B Planche, X Rong, Z Wu, S Karanam, H Kosch, YL Tian, A Hutter, J Ernst
Advances in Neural Information Processing Systems, 2019
42019
PseudoClick: Interactive image segmentation with click imitation
Q Liu, M Zheng, B Planche, S Karanam, T Chen, M Niethammer, Z Wu
Computer Vision–ECCV 2022: 17th European Conference, Tel Aviv, Israel …, 2022
32022
Ai on the bog: Monitoring and evaluating cranberry crop risk
P Akiva, B Planche, A Roy, K Dana, P Oudemans, M Mars
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021
32021
Federated Learning with Privacy-Preserving Ensemble Attention Distillation
X Gong, L Song, R Vedula, A Sharma, M Zheng, B Planche, A Innanje, ...
IEEE Transactions on Medical Imaging, 2022
22022
Self-supervised 3d patient modeling with multi-modal attentive fusion
M Zheng, B Planche, X Gong, F Yang, T Chen, Z Wu
Medical Image Computing and Computer Assisted Intervention–MICCAI 2022: 25th …, 2022
22022
Mapping images to the synthetic domain
A Hutter, S Ilic, B Planche, Z Wu, S Zakharov
US Patent App. 17/268,675, 2021
22021
Bridging the realism gap for cad-based visual recognition
B Planche
Universität Passau, 2020
22020
Self-supervised Human Mesh Recovery with Cross-Representation Alignment
X Gong, M Zheng, B Planche, S Karanam, T Chen, D Doermann, Z Wu
Computer Vision–ECCV 2022: 17th European Conference, Tel Aviv, Israel …, 2022
12022
Object recognition from images using cad models as prior
B Planche, S Zakharov, Z Wu, S Ilic, A Hutter
US Patent 11,403,491, 2022
12022
Progressive Multi-view Human Mesh Recovery with Self-Supervision
X Gong, L Song, M Zheng, B Planche, T Chen, J Yuan, D Doermann, ...
arXiv preprint arXiv:2212.05223, 2022
2022
Vision on the bog: Cranberry crop risk evaluation with deep learning
P Akiva, B Planche, A Roy, P Oudemans, K Dana
Computers and Electronics in Agriculture 203, 107444, 2022
2022
PREF: Predictability Regularized Neural Motion Fields
L Song, X Gong, B Planche, M Zheng, D Doermann, J Yuan, T Chen, ...
Computer Vision–ECCV 2022: 17th European Conference, Tel Aviv, Israel …, 2022
2022
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