Publications

(2024). Comparing humans and machines: the case of object detection. (preprint).

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(2020). Encoder-Decoder Networks for Retinal Vessel Segmentation Using Large Multi-scale Patches. MICCAI-OMIA 2020.

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(2020). 3FabRec: Fast Few-Shot Face Alignment by Reconstruction. CVPR 2020 (Oral).

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(2019). Deep neural networks process similar facial features compared to humans in facial expression recognition. IBRO Reports.

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(2018). Retinal Vessel Detection Using Deep Learning: A novel DirectNet Architecture. The Korean Journal of Vision Science.

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(2014). Active in-hand object recognition on a humanoid robot. IEEE Transactions on Robotics.

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(2014). A comparison of geometric- and regression-based mobile gaze-tracking. Frontiers in Human Neuroscience.

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(2012). Active object recognition on a humanoid robot. ICRA 2012 (Finalist, Best Vision Paper).

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(2011). Image retrieval with semantic sketches. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).

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(2011). Going into depth: Evaluating 2D and 3D cues for object classification on a new large-scale object dataset. Proceedings of the IEEE International Conference on Computer Vision.

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