4 papers
FragNet: Writer Identification using Deep Fragment Networks
Sheng He, Lambert Schomaker
Writer identification based on a small amount of text is a challenging problem. In this paper, we propose a new benchmark study for writer identification based on word or text bloc…
"Who is Driving around Me?" Unique Vehicle Instance Classification using Deep Neural Features
Tim Oosterhuis, Lambert Schomaker
Being aware of other traffic is a prerequisite for self-driving cars to operate in the real world. In this paper, we show how the intrinsic feature maps of an object detection CNN…
Learning to Grasp 3D Objects using Deep Residual U-Nets
Yikun Li, Lambert Schomaker, S. Hamidreza Kasaei
Grasp synthesis is one of the challenging tasks for any robot object manipulation task. In this paper, we present a new deep learning-based grasp synthesis approach for 3D objects.…
Lifelong learning for text retrieval and recognition in historical handwritten document collections
Lambert Schomaker
This chapter provides an overview of the problems that need to be dealt with when constructing a lifelong-learning retrieval, recognition and indexing engine for large historical d…