Delving into high-quality synthetic face occlusion segmentation datasets

KTR Voo, L Jiang, CC Loy - Proceedings of the IEEE/CVF …, 2022 - openaccess.thecvf.com
This paper performs comprehensive analysis on datasets for occlusion-aware face
segmentation, a task that is crucial for many downstream applications. The collection and …

[HTML][HTML] On multiple imputation-based reconstruction of degraded faces and recognition in multiple constrained environments

JA Mensah, E Ocran, L Asiedu - Scientific African, 2023 - Elsevier
Recognition of degraded frontal face images acquired under occlusion constraints remain
challenging despite the plethora of reconstruction mechanisms. Though recent works have …

FaceXFormer: A Unified Transformer for Facial Analysis

K Narayan, V VS, R Chellappa, VM Patel - arXiv preprint arXiv:2403.12960, 2024 - arxiv.org
In this work, we introduce FaceXformer, an end-to-end unified transformer model for a
comprehensive range of facial analysis tasks such as face parsing, landmark detection …

Compensation sampling for improved convergence in diffusion models

H Lu, AA Salah, R Poppe - European Conference on Computer Vision, 2024 - Springer
Diffusion models achieve remarkable quality in image generation, but at a cost. Iterative
denoising requires many time steps to produce high fidelity images. We argue that the …

Self-supervised Auxiliary Learning for Texture and Model-based Hybrid Robust and Fair Featuring in Face Analysis

S Reddy, N Poddar, S Das, A Das - arXiv preprint arXiv:2409.19582, 2024 - arxiv.org
In this work, we explore Self-supervised Learning (SSL) as an auxiliary task to blend the
texture-based local descriptors into feature modelling for efficient face analysis. Combining a …

Evaluation of edge detection algorithm of frontal image of facial contour in plastic surgery

C Yang - Frontiers in Physics, 2023 - frontiersin.org
With the improvement of medical levels and the continuous improvement of people's living
standards, the demand for beauty by the general public is increasing. The plastic surgery …

Self-supervised Outlier Segmentation-guided Face De-occlusion Using 3D Facial Reconstruction

H Jin, H Yu, M Jian, D Ding - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
Occlusion is a common occurrence in facial images and videos captured in the wild.
Effective face de-occlusion is of paramount importance for enhancing the robustness of user …

DeMaskGAN: a de-masking generative adversarial network guided by semantic segmentation

Z Ye, H Zhang, X Li, Q Zhang - The Visual Computer, 2024 - Springer
To address the problem of reduced face recognition accuracy in masked scenarios, this
paper proposes a masked face reconstruction algorithm DeMaskGAN, which uses the …

[PDF][PDF] Scientific African

B Mensah, DS Konadu, F Nsaful, PN Angnunavuri… - 2022 - researchgate.net
abstract Thermal degradation of acrylonitrile-butadiene rubber (NBR)-graphene oxide
(GO)/reduced graphene Oxide (G) composites (NBR-GO/G) was studied in air O2 (g) and …