Heterogeneous Face Recognition
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Benchmarks
Most implemented
Rethinking the Domain Gap in Near-infrared Face Recognition
Bridging the Gap: Heterogeneous Face Recognition with Conditional Adaptive Instance Modulation
Prepended Domain Transformer: Heterogeneous Face Recognition without Bells and Whistles
DVG-Face: Dual Variational Generation for Heterogeneous Face Recognition
Papers
Bridging Data Trials and Task Barriers: A Unified Framework for Sketch Biometric Identification
Different from existing cross-modality identification tasks (e.g., heterogeneous face recognition, sketch re-identification, etc.), we introduce a novel yet practical setting for these related identification tasks, named…
Heterogeneous Face RecognitionPerson Re-IdentificationContinual LearningLightweight Cross-Spectral Face Recognition via Contrastive Alignment and Distillation
Heterogeneous Face Recognition (HFR) aims at matching face images captured across different sensing modalities, such as thermal-to-visible or near-infrared-to-visible, enhancing the usability of face recognition systems …
Heterogeneous Face RecognitionEvaluating Multimodal Large Language Models for Heterogeneous Face Recognition
Multimodal Large Language Models (MLLMs) have recently demonstrated strong performance on a wide range of vision-language tasks, raising interest in their potential use for biometric applications. In this paper, we condu…
Heterogeneous Face RecognitionMulti-Attribute guided Thermal Face Image Translation based on Latent Diffusion Model
Modern surveillance systems increasingly rely on multi-wavelength sensors and deep neural networks to recognize faces in infrared images captured at night. However, most facial recognition models are trained on visible l…
Heterogeneous Face RecognitionImage RestorationUMFN: Unified Multi-Domain Face Normalization for Joint Cross-domain Prototype Learning and Heterogeneous Face Recognition
Face normalization aims to enhance the robustness and effectiveness of face recognition systems by mitigating intra-personal variations in expressions, poses, occlusions, illuminations, and domains. Existing methods …
Contrastive LearningDomain AdaptationFace RecognitionHeterogeneous Face Recognition+1Modality Agnostic Heterogeneous Face Recognition with Switch Style Modulators
Heterogeneous Face Recognition (HFR) systems aim to enhance the capability of face recognition in challenging cross-modal authentication scenarios. However, the significant domain gap between the source and target modali…
Face RecognitionHeterogeneous Face Recognition