Cover Image

Can the accuracy bias by facial hairstyle be reduced through balancing the training data?

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ozturk, Kagan, Wu, Haiyu, Bowyer, Kevin W.
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Restricted Receptive Fields for Face Verification
by: Ozturk, Kagan, et al.
Published: (2025)

Identity Overlap Between Face Recognition Train/Test Data: Causing Optimistic Bias in Accuracy Measurement
by: Wu, Haiyu, et al.
Published: (2024)

How Does Bilateral Ear Symmetry Affect Deep Ear Features?
by: Ozturk, Kagan, et al.
Published: (2025)

Improved Ear Verification with Vision Transformers and Overlapping Patches
by: Arun, Deeksha, et al.
Published: (2025)

A Comprehensive Evaluation Framework for the Study of the Effects of Facial Filters on Face Recognition Accuracy
by: Ozturk, Kagan, et al.
Published: (2025)

LogicNet: A Logical Consistency Embedded Face Attribute Learning Network
by: Wu, Haiyu, et al.
Published: (2023)

Impact of Sunglasses on One-to-Many Facial Identification Accuracy
by: Tian, Sicong, et al.
Published: (2024)

Hairmony: Fairness-aware hairstyle classification
by: Meishvili, Givi, et al.
Published: (2024)

Vec2Face: Scaling Face Dataset Generation with Loosely Constrained Vectors
by: Wu, Haiyu, et al.
Published: (2024)

Vec2Face+ for Face Dataset Generation
by: Wu, Haiyu, et al.
Published: (2025)

Lights, Camera, Matching: The Role of Image Illumination in Fair Face Recognition
by: Pangelinan, Gabriella, et al.
Published: (2025)

On the Illusion of Gender Bias in Face Recognition: Explaining the Fairness Issue Through Non-demographic Attributes
by: Kurz, Paul Jonas, et al.
Published: (2025)

A Siamese Network to Detect If Two Iris Images Are Monozygotic
by: Yuan, Yongle, et al.
Published: (2025)

What's color got to do with it? Face recognition in grayscale
by: Bhatta, Aman, et al.
Published: (2023)

VISReg: Variance-Invariance-Sketching Regularization for JEPA training
by: Wu, Haiyu, et al.
Published: (2026)

Diffusion for De-Occlusion: Accessory-Aware Diffusion Inpainting for Robust Ear Biometric Recognition
by: Arun, Deeksha, et al.
Published: (2026)

PaW-ViT: A Patch-based Warping Vision Transformer for Robust Ear Verification
by: Arun, Deeksha, et al.
Published: (2026)

Goldilocks Test Sets for Face Verification
by: Wu, Haiyu, et al.
Published: (2024)

Training Better Deep Learning Models Using Human Saliency
by: Boyd, Aidan, et al.
Published: (2024)

Can masking background and object reduce static bias for zero-shot action recognition?
by: Fukuzawa, Takumi, et al.
Published: (2025)

Impact of Blur and Resolution on Demographic Disparities in 1-to-Many Facial Identification
by: Bhatta, Aman, et al.
Published: (2023)

Exploring parameter-efficient fine-tuning (PEFT) of billion-parameter vision models with QLoRA and DoRA: insights into generalization for limited-data image classification under a 98:1 test-to-train regime
by: Yang, Haiyu, et al.
Published: (2026)

Peepers & Pixels: Human Recognition Accuracy on Low Resolution Faces
by: Merino, Xavier, et al.
Published: (2025)

Less can be more: representational vs. stereotypical gender bias in facial expression recognition
by: Dominguez-Catena, Iris, et al.
Published: (2024)

Are you In or Out (of gallery)? Wisdom from the Same-Identity Crowd
by: Bhatta, Aman, et al.
Published: (2025)

Deep CNN Face Matchers Inherently Support Revocable Biometric Templates
by: Bhatta, Aman, et al.
Published: (2025)

AW-GATCN: Adaptive Weighted Graph Attention Convolutional Network for Event Camera Data Joint Denoising and Object Recognition
by: Li, Haiyu, et al.
Published: (2025)

Beyond Mortality: Advancements in Post-Mortem Iris Recognition through Data Collection and Computer-Aided Forensic Examination
by: Bhuiyan, Rasel Ahmed, et al.
Published: (2026)

De-biasing facial detection system using VAE
by: Kandge, Vedant V., et al.
Published: (2022)

Tumor segmentation on whole slide images: training or prompting?
by: Wu, Huaqian, et al.
Published: (2024)

EyePreserve: Identity-Preserving Iris Synthesis
by: Khan, Siamul Karim, et al.
Published: (2023)

One-shot synthesis of rare gastrointestinal lesions improves diagnostic accuracy and clinical training
by: Yu, Jia, et al.
Published: (2025)

Lightweight Distillation of SAM 3 and DINOv3 for Edge-Deployable Individual-Level Livestock Monitoring and Longitudinal Visual Analytics
by: Yang, Haiyu, et al.
Published: (2026)

DFIC: Towards a balanced facial image dataset for automatic ICAO compliance verification
by: Gonçalves, Nuno, et al.
Published: (2026)

A data-centric approach to class-specific bias in image data augmentation
by: Angelakis, Athanasios, et al.
Published: (2024)

Same accuracy, twice as fast: continuous training surpasses retraining from scratch
by: Verwimp, Eli, et al.
Published: (2025)

Visible and Clear: Finding Tiny Objects in Difference Map
by: Cao, Bing, et al.
Published: (2024)

LaverNet: Lightweight All-in-one Video Restoration via Selective Propagation
by: Zhao, Haiyu, et al.
Published: (2025)

CTCal: Rethinking Text-to-Image Diffusion Models via Cross-Timestep Self-Calibration
by: Guo, Xiefan, et al.
Published: (2026)

Can LLM-Generated Text Empower Surgical Vision-Language Pre-training?
by: Che, Chengan, et al.
Published: (2026)