Search Results for author: R Gnana Praveen

Found 3 papers, 3 papers with code

Recursive Joint Attention for Audio-Visual Fusion in Regression based Emotion Recognition

1 code implementation17 Apr 2023 R Gnana Praveen, Eric Granger, Patrick Cardinal

In video-based emotion recognition (ER), it is important to effectively leverage the complementary relationship among audio (A) and visual (V) modalities, while retaining the intra-modal characteristics of individual modalities.

Emotion Recognition regression

Audio-Visual Fusion for Emotion Recognition in the Valence-Arousal Space Using Joint Cross-Attention

1 code implementation19 Sep 2022 R Gnana Praveen, Eric Granger, Patrick Cardinal

In this paper, we focus on dimensional ER based on the fusion of facial and vocal modalities extracted from videos, where complementary audio-visual (A-V) relationships are explored to predict an individual's emotional states in valence-arousal space.

Emotion Recognition

Holistic Guidance for Occluded Person Re-Identification

1 code implementation13 Apr 2021 Madhu Kiran, R Gnana Praveen, Le Thanh Nguyen-Meidine, Soufiane Belharbi, Louis-Antoine Blais-Morin, Eric Granger

Hence, our proposed student-teacher framework is trained to address the occlusion problem by matching the distributions of between- and within-class distances (DCDs) of occluded samples with that of holistic (non-occluded) samples, thereby using the latter as a soft labeled reference to learn well separated DCDs.

Denoising Person Re-Identification +1

Cannot find the paper you are looking for? You can Submit a new open access paper.