Search Results for author: Turgay Celik

Found 6 papers, 1 papers with code

FER-YOLO-Mamba: Facial Expression Detection and Classification Based on Selective State Space

1 code implementation3 May 2024 Hui Ma, Sen Lei, Turgay Celik, Heng-Chao Li

Considering Convolutional Neural Network (CNN)-based FER schemes frequently prove inadequate in identifying the deep, long-distance dependencies embedded within facial expression images, and the Transformer's inherent quadratic computational complexity, this paper presents the FER-YOLO-Mamba model, which integrates the principles of Mamba and YOLO technologies to facilitate efficient coordination in facial expression image recognition and localization.

Facial Expression Recognition Facial Expression Recognition (FER)

Integrating Bidirectional Long Short-Term Memory with Subword Embedding for Authorship Attribution

no code implementations26 Jun 2023 Abiodun Modupe, Turgay Celik, Vukosi Marivate, Oludayo O. Olugbara

However, character-based methods often fail to capture the sequential relationship of words in texts which is a chasm for further improvement.

Authorship Attribution

The Wits Intelligent Teaching System: Detecting Student Engagement During Lectures Using Convolutional Neural Networks

no code implementations28 May 2021 Richard Klein, Turgay Celik

To perform contingent teaching and be responsive to students' needs during class, lecturers must be able to quickly assess the state of their audience.

SummaryNet: A Multi-Stage Deep Learning Model for Automatic Video Summarisation

no code implementations19 Feb 2020 Ziyad Jappie, David Torpey, Turgay Celik

Video summarisation can be posed as the task of extracting important parts of a video in order to create an informative summary of what occurred in the video.

Decoder regression

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