Search Results for author: Derek S. Prijatelj

Found 3 papers, 2 papers with code

A Bayesian Evaluation Framework for Subjectively Annotated Visual Recognition Tasks

1 code implementation20 Jun 2020 Derek S. Prijatelj, Mel McCurrie, Walter J. Scheirer

An interesting development in automatic visual recognition has been the emergence of tasks where it is not possible to assign objective labels to images, yet still feasible to collect annotations that reflect human judgements about them.

Age Estimation Attribute +3

Handwriting Recognition with Novelty

1 code implementation13 May 2021 Derek S. Prijatelj, Samuel Grieggs, Futoshi Yumoto, Eric Robertson, Walter J. Scheirer

This paper introduces an agent-centric approach to handle novelty in the visual recognition domain of handwriting recognition (HWR).

Handwriting Recognition

Human Activity Recognition in an Open World

no code implementations23 Dec 2022 Derek S. Prijatelj, Samuel Grieggs, Jin Huang, Dawei Du, Ameya Shringi, Christopher Funk, Adam Kaufman, Eric Robertson, Walter J. Scheirer

Managing novelty in perception-based human activity recognition (HAR) is critical in realistic settings to improve task performance over time and ensure solution generalization outside of prior seen samples.

Human Activity Recognition

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