Multimodal assessment of apparent personality using feature attention and error consistency constraint

no code implementations • Image and Vision Computing 2021 • Süleyman Aslan, Uğur Güdükbay, Hamdi Dibeklioğlu

A novel loss function is employed to enforce the proposed model to give an equivalent importance for each of the personality traits to be estimated through a consistency constraint that keeps the trait-specific errors as close as possible.

Informativeness Personality Trait Recognition by Face

Multimodal Video-based Apparent Personality Recognition Using Long Short-Term Memory and Convolutional Neural Networks

no code implementations • 1 Nov 2019 • Süleyman Aslan, Uğur Güdükbay

We first train the subnetworks separately and then fine-tune the overall model using these trained networks.

Deep Convolutional Generative Adversarial Networks Based Flame Detection in Video

no code implementations • 5 Feb 2019 • Süleyman Aslan, Uğur Güdükbay, B. Uğur Töreyin, A. Enis Çetin

We propose a vision-based method to detect flames using Deep Convolutional Generative Adversarial Neural Networks (DCGANs).