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title: README
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AI & Computer Vision Research Hub

Led by Dr. Silvia Cascianelli

Welcome to our research hub, where we explore advanced techniques in image generation, handwriting imitation, and document understanding in a collaborative, mentoring environment.

Projects

Image Generation

Merging and Splitting Diffusion Paths for Panoramas [arXiv:2408.15660]
Alfie: Democratising RGBA Image Generation [arXiv:2408.14826]

Handwriting Imitation

VATr++: Handwritten Text Generation [arXiv:2402.10798]
Handwritten Text Generation from Visual Archetypes [arXiv:2303.15269]
HWD: Evaluation for Handwritten Text Generation [arXiv:2310.20316]
Pretrained HTR Models for Fine-Tuning [arXiv:2305.02593]

Document Understanding

μgat: Document Parsing with Multi-Page Context [arXiv:2408.15646]
Volumetric FFC for Ink Detection on Papyri [arXiv:2308.05070]
Synthetic Pre-Training for Handwriting Processing [arXiv:2304.01842]
The LAM Dataset for Handwritten Text Recognition [arXiv:2208.08109]
Boosting HTR with Deformable Convolutions [arXiv:2305.02593]

Our Team

Silvia Cascianelli – Assistant Professor
Vittorio Pippi – PhD Student
Fabio Quattrini – PhD Student
Carmine Zaccagnino – Research Intern
Pau Torras Coloma – PhD Student
Bram Vanherle – CV Engineer

Contact

Email: scascianelli[at]unimore[dot]it
LinkedIn: Silvia Cascianelli