arXiv AI By Parisa Farmanifard, Arun Ross

Detecting Clear Contact Lenses for Iris Recognition: A Two-Stage Mask-Guided Attention Approach

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arXiv:2608. 08977v1 Announce Type: cross Abstract: This work focuses on the impact and detection of clear contact lenses in the context of iris recognition.

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arXiv Machine Learning
Jun 9

Lowering the Barrier to IREX Participation: Open-Source Algorithms, Toolkit, and Benchmarking for Iris Recognition

arXiv:2605. 20735v2 Announce Type: replace-cross Abstract: NIST Iris Exchange (IREX) offers an appealing solution to evaluating new open-source iris recognition algorithms, but it presents high barriers to entry because these algorithms must be written in C++, using a specific API, and adapted to meet strict IREX speed and memory constraints.

By Siamul Karim Khan, Patrick J. Flynn, Adam Czajka
arXiv AI
Aug 11

An Agentic AI Framework Overcomes Fundamental Limitations of Large Language Models for Glaucoma Detection from Fundus Photography

arXiv:2608. 07651v1 Announce Type: new Abstract: Large language models (LLMs) show promise in medical image interpretation but suffer from hallucination, limited accuracy, and run-to-run inconsistency.

By Jalil Jalili, Hossein Taghizad, Anuwat Jiravarnsirikul, Christopher Bowd, Akram Belghith, Raheleh Kafieh, Christopher A. Girkin, Sally L. Baxter, Robert N. Weinreb, Linda M. Zangwill, Mark Christopher