4 papers
Towards Reading Beyond Faces for Sparsity-Aware 4D Affect Recognition
Muzammil Behzad, Nhat Vo, Xiaobai Li +1
In this paper, we present a sparsity-aware deep network for automatic 4D facial expression recognition (FER). Given 4D data, we first propose a novel augmentation method to combat…
Landmarks-assisted Collaborative Deep Framework for Automatic 4D Facial Expression Recognition
Muzammil Behzad, Nhat Vo, Xiaobai Li +1
We propose a novel landmarks-assisted collaborative end-to-end deep framework for automatic 4D FER. Using 4D face scan data, we calculate its various geometrical images, and afterw…
Automatic 4D Facial Expression Recognition via Collaborative Cross-domain Dynamic Image Network
Muzammil Behzad, Nhat Vo, Xiaobai Li +1
This paper proposes a novel 4D Facial Expression Recognition (FER) method using Collaborative Cross-domain Dynamic Image Network (CCDN). Given a 4D data of face scans, we first com…
Image Denoising via Collaborative Dual-Domain Patch Filtering
Muzammil Behzad
In this paper, we propose a novel image denoising algorithm exploiting features from both spatial as well as transformed domain. We implement intensity-invariance based improved gr…