Cover Image

When Humans Judge Irises: Pupil Size Normalization as an Aid and Synthetic Irises as a Challenge

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Mitcheff, Mahsa, Czajka, Adam
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Privacy-Safe Iris Presentation Attack Detection
by: Mitcheff, Mahsa, et al.
Published: (2024)

Gradient-Guided Exploration of Generative Model's Latent Space for Controlled Iris Image Augmentations
by: Mitcheff, Mahsa, et al.
Published: (2025)

Generalist Multimodal LLMs Gain Biometric Expertise via Human Salience
by: Piland, Jacob, et al.
Published: (2026)

AutoSIGHT: Automatic Eye Tracking-based System for Immediate Grading of Human experTise
by: Dowling, Byron, et al.
Published: (2025)

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

A Framework for Pupil Tracking with Event Cameras
by: Iddrisu, Khadija, et al.
Published: (2024)

SiNC+: Adaptive Camera-Based Vitals with Unsupervised Learning of Periodic Signals
by: Speth, Jeremy, et al.
Published: (2024)

When Models Judge Themselves: Unsupervised Self-Evolution for Multimodal Reasoning
by: Wu, Zhengxian, et al.
Published: (2026)

Understanding Trade offs When Conditioning Synthetic Data
by: Trabucco, Brandon, et al.
Published: (2025)

On Synthetic Texture Datasets: Challenges, Creation, and Curation
by: Hoak, Blaine, et al.
Published: (2024)

Webcam-based Pupil Diameter Prediction Benefits from Upscaling
by: Shah, Vijul, et al.
Published: (2024)

MENTOR: Human Perception-Guided Pretraining for Increased Generalization
by: Crum, Colton R., et al.
Published: (2023)

Synthetic Human Action Video Data Generation with Pose Transfer
by: Knapp, Vaclav, et al.
Published: (2025)

Trends, Applications, and Challenges in Human Attention Modelling
by: Cartella, Giuseppe, et al.
Published: (2024)

Exploring the Role of Synthetic Data Augmentation in Controllable Human-Centric Video Generation
by: Fei, Yuanchen, et al.
Published: (2026)

AvatarShield: Visual Reinforcement Learning for Human-Centric Synthetic Video Detection
by: Xu, Zhipei, et al.
Published: (2025)

Is Your Video Language Model a Reliable Judge?
by: Liu, Ming, et al.
Published: (2025)

MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark
by: Chen, Dongping, et al.
Published: (2024)

When Synthetic Traces Hide Real Content: Analysis of Stable Diffusion Image Laundering
by: Mandelli, Sara, et al.
Published: (2024)

PupilSense: A Novel Application for Webcam-Based Pupil Diameter Estimation
by: Shah, Vijul, et al.
Published: (2024)

Can AI Assistance Aid in the Grading of Handwritten Answer Sheets?
by: Sil, Pritam, et al.
Published: (2024)

AI-Generated Images: What Humans and Machines See When They Look at the Same Image
by: Poletti, Silvia, et al.
Published: (2026)

When Text and Images Don't Mix: Bias-Correcting Language-Image Similarity Scores for Anomaly Detection
by: Goodge, Adam, et al.
Published: (2024)

SpikMamba: When SNN meets Mamba in Event-based Human Action Recognition
by: Chen, Jiaqi, et al.
Published: (2024)

MM-JudgeBias: A Benchmark for Evaluating Compositional Biases in MLLM-as-a-Judge
by: Lee, Sua, et al.
Published: (2026)

CoTZero: Annotation-Free Human-Like Vision Reasoning via Hierarchical Synthetic CoT
by: Du, Chengyi, et al.
Published: (2026)

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery
by: Giusti, Claudio, et al.
Published: (2025)

Unified Batch Normalization: Identifying and Alleviating the Feature Condensation in Batch Normalization and a Unified Framework
by: Wang, Shaobo, et al.
Published: (2023)

A Comprehensive Survey on Human Video Generation: Challenges, Methods, and Insights
by: Lei, Wentao, et al.
Published: (2024)

WalkVLM:Aid Visually Impaired People Walking by Vision Language Model
by: Yuan, Zhiqiang, et al.
Published: (2024)

OBI-Bench: Can LMMs Aid in Study of Ancient Script on Oracle Bones?
by: Chen, Zijian, et al.
Published: (2024)

DPO Learning with LLMs-Judge Signal for Computer Use Agents
by: Luo, Man, et al.
Published: (2025)

Normalizing Flows with Iterative Denoising
by: Chen, Tianrong, et al.
Published: (2026)

UniME-V2: MLLM-as-a-Judge for Universal Multimodal Embedding Learning
by: Gu, Tiancheng, et al.
Published: (2025)

PoSh: Using Scene Graphs To Guide LLMs-as-a-Judge For Detailed Image Descriptions
by: Ananthram, Amith, et al.
Published: (2025)

Bridging Synthetic and Real-World Domains: A Human-in-the-Loop Weakly-Supervised Framework for Industrial Toxic Emission Segmentation
by: Tao, Yida, et al.
Published: (2025)

Cross-Domain Synthetic-to-Real In-the-Wild Depth and Normal Estimation for 3D Scene Understanding
by: Bhanushali, Jay, et al.
Published: (2022)

Synthetic Generation of Dermatoscopic Images with GAN and Closed-Form Factorization
by: Mekala, Rohan Reddy, et al.
Published: (2024)

WorldModelBench: Judging Video Generation Models As World Models
by: Li, Dacheng, et al.
Published: (2025)

You Only Judge Once: Multi-response Reward Modeling in a Single Forward Pass
by: Yang, Yinuo, et al.
Published: (2026)