3 papers
cs.CV2024
CLIP4Sketch: Enhancing Sketch to Mugshot Matching through Dataset Augmentation using Diffusion Models
Kushal Kumar Jain, Steve Grosz, Anoop M. Namboodiri +1
Forensic sketch-to-mugshot matching is a challenging task in face recognition, primarily hindered by the scarcity of annotated forensic sketches and the modality gap between sketch…
cs.CV2024
GenPalm: Contactless Palmprint Generation with Diffusion Models
Steven A. Grosz, Anil K. Jain
The scarcity of large-scale palmprint databases poses a significant bottleneck to advancements in contactless palmprint recognition. To address this, researchers have turned to syn…
cs.CV2024
Universal Fingerprint Generation: Controllable Diffusion Model with Multimodal Conditions
Steven A. Grosz, Anil K. Jain
The utilization of synthetic data for fingerprint recognition has garnered increased attention due to its potential to alleviate privacy concerns surrounding sensitive biometric da…