Robust Face Recognition

Description from the archive archive 2025-07-28.

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

6 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

23 shown of 23 papers with code (95 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• SFace: Sigmoid-Constrained Hypersphere Loss for Robust Face Recognition
  24 May 2022 6 repositories listed
  Deep face recognition has achieved great success due to large-scale training databases and rapidly developing loss functions.
• SER-FIQ: Unsupervised Estimation of Face Image Quality Based on Stochastic Embedding Robustness
  20 Mar 2020 5 repositories listed
  Face image quality is an important factor to enable high performance face recognition systems.
• Stacked Dense U-Nets with Dual Transformers for Robust Face Alignment
  5 Dec 2018 3 repositories listed
  Face Analysis Project on MXNet
• ProxyFusion: Face Feature Aggregation Through Sparse Experts
  24 Sep 2025 2 repositories listed
  Existing methods often rely on large intermediate feature maps or face metadata information, making them incompatible with legacy biometric template databases that store pre-computed features.
• Complete Face Recovery GAN: Unsupervised Joint Face Rotation and De-Occlusion From a Single-View Image
  5 Jan 2022 2 repositories listed
  In addition, the lack of high-quality paired data remains an obstacle for both methods.
• Weakly supervised discriminative feature learning with state information for person identification
  27 Feb 2020 2 repositories listed
  We evaluate our model on unsupervised person re-identification and pose-invariant face recognition.
• TCDiff: Triple Condition Diffusion Model with 3D Constraints for Stylizing Synthetic Faces
  5 Sep 2024 1 repository listed
  In this paper, we propose a Triple Condition Diffusion Model (TCDiff) to improve face style transfer from real to synthetic faces through 2D and 3D facial constraints, enhancing face identity consistency while keeping…
• Embedding Non-Distortive Cancelable Face Template Generation
  4 Feb 2024 1 repository listed
  Biometric authentication systems are crucial for security, but developing them involves various complexities, including privacy, security, and achieving high accuracy without directly storing pure biometric data in…
• LARNet: Lie Algebra Residual Network for Face Recognition
  15 Mar 2021 1 repository listed Syntology ran 1 of 1 samples · 0 unverified · 1 pointer-only (licence)
  We prove that face rotation in the image space is equivalent to an additive residual component in the feature space of CNNs, which is determined solely by the rotation.
• OSTeC: One-Shot Texture Completion
  30 Dec 2020 1 repository listed
  Many recent 3D facial texture reconstruction and pose manipulation from a single image approaches still rely on large and clean face datasets to train image-to-image Generative Adversarial Networks (GANs).
• Masked Face Recognition with Latent Part Detection
  1 Oct 2020 1 repository listed
  The proposed LPD model is trained in an end-to-end manner and only utilizes the original and synthetic training data.
• Face Recognition via Locality Constrained Low Rank Representation and Dictionary Learning
  6 Dec 2019 1 repository listed
  First, a low-rank representation is introduced to handle the possible contamination of the training as well as test data.
• Occlusion Robust Face Recognition Based on Mask Learning With Pairwise Differential Siamese Network
  1 Oct 2019 1 repository listed
  Inspired by the fact that human visual system explicitly ignores the occlusion and only focuses on the non-occluded facial areas, we propose a mask learning strategy to find and discard corrupted feature elements from…
• Occlusion Robust Face Recognition Based on Mask Learning with PairwiseDifferential Siamese Network
  17 Aug 2019 1 repository listed
  Deep Convolutional Neural Networks (CNNs) have been pushing the frontier of the face recognition research in the past years.
• Face Synthesis for Eyeglass-Robust Face Recognition
  4 Jun 2018 1 repository listed
  A feasible method is to collect large-scale face images with eyeglasses for training deep learning methods.
• Pose-Robust Face Recognition via Deep Residual Equivariant Mapping
  2 Mar 2018 1 repository listed Syntology ran 1 of 15 samples · 14 unverified
  However, many contemporary face recognition models still perform relatively poor in processing profile faces compared to frontal faces.
• Improving Shadow Suppression for Illumination Robust Face Recognition
  13 Oct 2017 1 repository listed
  2D face analysis techniques, such as face landmarking, face recognition and face verification, are reasonably dependent on illumination conditions which are usually uncontrolled and unpredictable in the real world.
• Multi-Task Convolutional Neural Network for Pose-Invariant Face Recognition
  15 Feb 2017 1 repository listed
  First, we propose a multi-task Convolutional Neural Network (CNN) for face recognition where identity classification is the main task and pose, illumination, and expression estimations are the side tasks.
• Person Re-Identification by Multi-Channel Parts-Based CNN With Improved Triplet Loss Function
  1 Jun 2016 1 repository listed
  Person re-identification across cameras remains a very challenging problem, especially when there are no overlapping fields of view between cameras.
• A Comprehensive Survey on Pose-Invariant Face Recognition
  15 Feb 2015 1 repository listed
  The capacity to recognize faces under varied poses is a fundamental human ability that presents a unique challenge for computer vision systems.
• A Fast and Accurate Unconstrained Face Detector
  6 Aug 2014 1 repository listed
  First, a new image feature called Normalized Pixel Difference (NPD) is proposed.
• Multi-Directional Multi-Level Dual-Cross Patterns for Robust Face Recognition
  21 Jan 2014 1 repository listed
  To perform unconstrained face recognition robust to variations in illumination, pose and expression, this paper presents a new scheme to extract "Multi-Directional Multi-Level Dual-Cross Patterns" (MDML-DCPs) from face…
• Fast L1-Minimization Algorithms For Robust Face Recognition
  21 Jul 2010 1 repository listed
  L1-minimization refers to finding the minimum L1-norm solution to an underdetermined linear system b=Ax.

Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.