PostDoc on Computer Vision - 3D

PostDoc on Computer Vision - 3D

IIT - Istituto Italiano di Tecnologia

Venice, Italy

CCHT@Ca’Foscari is currently seeking to appoint a Senior PostDoc (i.e. minimum of 3-year experience outside PhD program) with a solid background in Computer Vision and 3D modelling/reconstruction. The selected candidate will consolidate CCHT expertise in the development of next generation computer vision/3D digitization approaches applied to the Cultural Heritage (CH) and Digital Humanities (DH) domains.

Required qualifications:

  • a Ph.D. in computer science or related field (with specialization in Computer Vision) and +3 years CV/ML experience outside PhD, OR equivalent experience;
  • Experience in the 3D computer vision field (for example, but not limited to, 3D reconstruction from RGBD data, photometric stereo, structure from motion, structured light systems, etc.)
  • Knowledge of OpenCV, PCL and Open3D libraries;
  • Proficiency with programming languages (e.g. Python, C/C++);
  • Experience in grant proposal preparation at National and/or European level;
  • Interest in cultural heritage (applications to archaeology, art, artefact studies etc.) and, more broadly, Digital Humanities;
  • Good communication skills and ability to cooperate;
  • Proficiency in English language (written and oral).

Desirable skills:

  • Experience on Deep Learning algorithms and relevant platforms (e.g. TensorFlow, PyTorch, Theano, Caffe);
  • Competences in robotics;
  • Strong track record of research publications in top tier conferences and journals (e.g. CVPR, ICCV, ECCV, NIPS, TPAMI, IJCV, IVC, CVIU);
  • Proven interdisciplinary collaborations with scientific staff or stakeholders in the Cultural Heritage /Digital Humanities fields.

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