DIVE-Doc: Downscaling foundational Image Visual Encoder into hierarchical architecture for DocVQA
In the DocVQA context, current end-to-end models either use lightweight [...]
PRISM: Pruning for Rank-adaptive Interpretable Segmentation Model with Application to Historical Document Multiband Images
Multispectral (MS) imaging reveals latent content in historical documents by [...]
Converging Game Theory and Reinforcement Learning For Industrial Internet-of-Things
The fifth-generation (5G) wireless network provides high-rate, ultra-low latency, and [...]
Monitoring and Measurement System for Green Operation of Geographically Distributed ICT Services
Despite recent efforts and important results already achieved, the reduction [...]
Historical documents dating using multispectral imaging and ordinal classification
The estimation of the age of undated old manuscripts is [...]
KFBin: Kalman Filter-Based Approach for Document Image Binarization
In this paper, we propose a novel two-step approach, called [...]
Kernel Orthogonal Nonnegative Matrix Factorization: Application to Multispectral Document Image Decomposition
As a nonlinear extension of the standard nonnegative matrix factorization [...]
Blind Decomposition of Multispectral Document Images Using Orthogonal Nonnegative Matrix Factorization
This paper addresses the challenge of Multispectral (MS) document image [...]
Forgery Detection in Hyperspectral Document Images using Graph Orthogonal Nonnegative Matrix Factorization
The analysis of inks plays a crucial role in the [...]
Feature learning for footnote-based document image classification
Classifying document images is a challenging problem that is confronted [...]