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20242026
most citedFirst Competition on Presentation Attack Detection on ID Card

11 citations · 21 across the 12 of their papers we have counts for

collaborators

12 papers

cs.CV2026

The First Controllable Bokeh Rendering Challenge at NTIRE 2026

Tim Seizinger, Florin-Alexandru Vasluianu, Jeffrey Chen +23

This study presents the outcomes of the first Controllable Bokeh Rendering Challenge at NTIRE and highlights the most effective submitted methodologies. In total, 44 participants r…

cs.CV2025

StableMorph: High-Quality Face Morph Generation with Stable Diffusion

Wassim Kabbani, Kiran Raja, Raghavendra Ramachandra +1

Face morphing attacks threaten the integrity of biometric identity systems by enabling multiple individuals to share a single identity. To develop and evaluate effective morphing a…

cs.CV2025

Second Competition on Presentation Attack Detection on ID Card

Juan E. Tapia, Mario Nieto, Juan M. Espin +30

This work summarises and reports the results of the second Presentation Attack Detection competition on ID cards. This new version includes new elements compared to the previous on…

cs.CV2025

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer

Haoyu Zhang, Raghavendra Ramachandra, Kiran Raja +1

Face morphing attacks have posed severe threats to Face Recognition Systems (FRS), which are operated in border control and passport issuance use cases. Correspondingly, morphing a…

cs.CV2025★ 4 cited

Demographic Variability in Face Image Quality Measures

Wassim Kabbani, Kiran Raja, Raghavendra Ramachandra +1

Face image quality assessment (FIQA) algorithms are being integrated into online identity management applications. These applications allow users to upload a face image as part of…

cs.CV2025

FaceOracle: Chat with a Face Image Oracle

Wassim Kabbani, Kiran Raja, Raghavendra Ramachandra +1

A face image is a mandatory part of ID and travel documents. Obtaining high-quality face images when issuing such documents is crucial for both human examiners and automated face r…

cs.CV2025★ 2 cited

Radial Distortion in Face Images: Detection and Impact

Wassim Kabbani, Tristan Le Pessot, Kiran Raja +2

Acquiring face images of sufficiently high quality is important for online ID and travel document issuance applications using face recognition systems (FRS). Low-quality, manipulat…

cs.CV2025

Eye Sclera for Fair Face Image Quality Assessment

Wassim Kabbani, Kiran Raja, Raghavendra Ramachandra +1

Fair operational systems are crucial in gaining and maintaining society's trust in face recognition systems (FRS). FRS start with capturing an image and assessing its quality befor…

cs.CV2024

Capsule Endoscopy Multi-classification via Gated Attention and Wavelet Transformations

Lakshmi Srinivas Panchananam, Praveen Kumar Chandaliya, Kishor Upla +1

Abnormalities in the gastrointestinal tract significantly influence the patient's health and require a timely diagnosis for effective treatment. With such consideration, an effecti…

cs.CV2024★ 4 cited

SynMorph: Generating Synthetic Face Morphing Dataset with Mated Samples

Haoyu Zhang, Raghavendra Ramachandra, Kiran Raja +1

Face morphing attack detection (MAD) algorithms have become essential to overcome the vulnerability of face recognition systems. To solve the lack of large-scale and public-availab…

cs.CV2024★ 11 cited

First Competition on Presentation Attack Detection on ID Card

Juan E. Tapia, Naser Damer, Christoph Busch +12

This paper summarises the Competition on Presentation Attack Detection on ID Cards (PAD-IDCard) held at the 2024 International Joint Conference on Biometrics (IJCB2024). The compet…

cs.CV2024

Towards Inclusive Face Recognition Through Synthetic Ethnicity Alteration

Praveen Kumar Chandaliya, Kiran Raja, Raghavendra Ramachandra +2

Numerous studies have shown that existing Face Recognition Systems (FRS), including commercial ones, often exhibit biases toward certain ethnicities due to under-represented data.…