VINALDO: Machine vision and NLP for Document Analysis
1st International Workshop, in conjunction with ICDAR 2024, from August 30 to September 4, 2024 Athens, Greece
We invite the submission of original works that is related -- but are not limited to -- the topics below.
Topics of interests:
Multi-view document representation
Multi-view algorithms for document clustering
Multimodal document classification
Multimodal deep networks
Multi-view models for document ranking
Document retrieval using multi-view document representation
Document structure and layout learning
OCR based methods
Semi-supervised methods for document analysis
Dynamic graph analysis
Information Retrieval and Extraction form documents
Knowledge graph for semantic document analysis
Semantic understanding of document content
Entity and link prediction in graphs
Merging ontologies with graph-based methods using NLP techniques
Cleansing and image enhancement techniques for scanned document
Font text recognition in a scanned document
Table identification and extraction from scanned documents
Handwriting detection and recognition in documents
Signature detection and verification in documents
Visual document structure understanding
Visual Question Answering
Invoice analysis
Scanned documents classification
Scanned documents summarization
Scanned documents translation
Graph-based approaches for a spatial component in a scanned document
Graph representation learning for NLP
Submission:
The workshop is open to original papers of theoretical or practical nature. Papers should be formatted according to LNCS instructions for authors. VINALDO 2024 will follow a double-blind review process. Authors should not include their names and affiliations anywhere in the manuscript. Authors should also ensure that their identity is not revealed indirectly by citing their previous work in the third person and omitting acknowledgments until the camera-ready version. Papers have to be submitted via the workshop's EasyChair submission page.
We welcome the following types of contributions:
Full research papers (12-15 pages): finished or consolidated R&D works, to be included in one of the Workshop topics
Short papers (6-8 pages): ongoing works with relevant preliminary results, opened to discussion.
Please include in the paper title "Full paper: Title" or "Short paper: Title" to precise the contribution type. At least one author of each accepted paper must register for the workshop, in order to present the paper. For further instructions, please refer to the ICDAR 2024 page.
Important dates:
Submission Deadline: April 12, 2024 at 11:59pm Pacific Time
Decisions Announced: April 29, 2024, at 11:59pm Pacific Time
Camera Ready Deadline: May 10, 2024, at 11:59pm Pacific Time
Workshop: To be announced
Publication:
Accepted papers will be published in the ICDAR 2024 proceedings.