Apr 7, 2019 · In this paper, we consider how to incorporate psychophysical measurements of visual perception into the loss function of a deep neural network ...

As a case study to assess the viability of this approach, we look at the problem of handwritten document transcription. While good progress has been made ...

This work designed and performed a large-scale behavioral experiment that collected over 200,000 human reaction time measurements associated with object ...

Measuring Human Perception to Improve. Handwritten Document Transcription. 1. Walter J. Scheirer. Computer Vision Research Laboratory. Department of Computer ...

As a case study to assess the viability of this approach, we look at the problem of handwritten document transcription. While good progress has been made ...

Apr 7, 2019 · In this paper, we consider how to incorporate psychophysical measurements of visual perception into the loss function of a deep neural network ...

Sep 8, 2022 · PDF | The human ability to recognize when an object is known or novel currently outperforms all open set recognition algorithms.

Measuring Human Perception to Improve Open Set Recognition ... Grieggs , “Measuring human perception to improve handwritten document transcription,” IEEE Trans.

Aug 3, 2021 · ... handwriting based on human perception to improve capabilities of deep learning transcription. "We're dealing with historical documents ...