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Deep Recurrent Regression for Facial Landmark Detection

https://doi.org/10.1109/tcsvt.2016.2645723

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-319-10578-9_23openalex-snapshot

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

inferredcites →https://doi.org/10.1007/978-3-319-10599-4_7openalex-snapshot

Facial Landmark Detection by Deep Multi-task Learning

inferredcites →https://doi.org/10.1007/978-3-319-10605-2_1openalex-snapshot

Coarse-to-Fine Auto-Encoder Networks (CFAN) for Real-Time Face Alignment

inferredcites →https://doi.org/10.1007/978-3-319-16811-1_46openalex-snapshot

Topic-Aware Deep Auto-Encoders (TDA) for Face Alignment

inferredcites →https://doi.org/10.1007/978-3-319-46448-0_3openalex-snapshot

A Recurrent Encoder-Decoder Network for Sequential Face Alignment

inferredcites →https://doi.org/10.1007/978-3-319-46448-0_4openalex-snapshot

Robust Facial Landmark Detection via Recurrent Attentive-Refinement Networks

inferredcites →https://doi.org/10.1007/978-3-642-33712-3_49openalex-snapshot

Interactive Facial Feature Localization

inferredcites →https://doi.org/10.1007/s11263-010-0380-4openalex-snapshot

Deformable Model Fitting by Regularized Landmark Mean-Shift

inferredcites →https://doi.org/10.1007/s11263-013-0667-3openalex-snapshot

Face Alignment by Explicit Shape Regression

inferredcites →https://doi.org/10.1016/j.cviu.2012.11.010openalex-snapshot

Generative face alignment through 2.5D active appearance models

inferredcites →https://doi.org/10.1109/cvpr.2010.5540094openalex-snapshot

Cascaded pose regression

inferredcites →https://doi.org/10.1109/cvpr.2012.6248014openalex-snapshot

Face detection, pose estimation, and landmark localization in the wild

inferredcites →https://doi.org/10.1109/cvpr.2013.442openalex-snapshot

Robust Discriminative Response Map Fitting with Constrained Local Models

inferredcites →https://doi.org/10.1109/cvpr.2013.446openalex-snapshot

Deep Convolutional Network Cascade for Facial Point Detection

inferredcites →https://doi.org/10.1109/cvpr.2013.75openalex-snapshot

Supervised Descent Method and Its Applications to Face Alignment

inferredcites →https://doi.org/10.1109/cvpr.2014.218openalex-snapshot

Face Alignment at 3000 FPS via Regressing Local Binary Features

inferredcites →https://doi.org/10.1109/cvpr.2014.225openalex-snapshot

Nonparametric Context Modeling of Local Appearance for Pose- and Expression-Robust Facial Landmark Localization

inferredcites →https://doi.org/10.1109/cvpr.2014.228openalex-snapshot

Unified Face Analysis by Iterative Multi-output Random Forests

inferredcites →https://doi.org/10.1109/cvpr.2014.239openalex-snapshot

Gauss-Newton Deformable Part Models for Face Alignment In-the-Wild

inferredcites →https://doi.org/10.1109/cvpr.2014.241openalex-snapshot

One millisecond face alignment with an ensemble of regression trees

inferredcites →https://doi.org/10.1109/cvpr.2014.426openalex-snapshot

Illumination-Aware Age Progression

inferredcites →https://doi.org/10.1109/cvpr.2015.7298878openalex-snapshot

Long-term recurrent convolutional networks for visual recognition and description

inferredcites →https://doi.org/10.1109/cvpr.2015.7298882openalex-snapshot

Global supervised descent method

inferredcites →https://doi.org/10.1109/cvpr.2015.7298935openalex-snapshot

Show and tell: A neural image caption generator

inferredcites →https://doi.org/10.1109/cvpr.2015.7298965openalex-snapshot

Fully convolutional networks for semantic segmentation

inferredcites →https://doi.org/10.1109/cvpr.2015.7299048openalex-snapshot

Face alignment using cascade Gaussian process regression trees

inferredcites →https://doi.org/10.1109/cvpr.2015.7299134openalex-snapshot

Face alignment by coarse-to-fine shape searching

inferredcites →https://doi.org/10.1109/iccv.2013.191openalex-snapshot

Robust Face Landmark Estimation under Occlusion

inferredcites →https://doi.org/10.1109/iccv.2015.178openalex-snapshot

Learning Deconvolution Network for Semantic Segmentation

inferredcites →https://doi.org/10.1109/iccv.2015.433openalex-snapshot

Leveraging Datasets with Varying Annotations for Face Alignment via Deep Regression Network

inferredcites →https://doi.org/10.1109/iccvw.2013.59openalex-snapshot

300 Faces in-the-Wild Challenge: The First Facial Landmark Localization Challenge

inferredcites →https://doi.org/10.1109/tip.2015.2502485openalex-snapshot

Dual Sparse Constrained Cascade Regression for Robust Face Alignment

inferredcites →https://doi.org/10.1109/tpami.2013.23openalex-snapshot

Localizing Parts of Faces Using a Consensus of Exemplars

inferredcites →https://doi.org/10.1109/tpami.2015.2469286openalex-snapshot

Learning Deep Representation for Face Alignment with Auxiliary Attributes

inferredcites →https://doi.org/10.1109/tpami.2016.2572683openalex-snapshot

Fully Convolutional Networks for Semantic Segmentation

inferredcites →https://doi.org/10.1145/2601097.2601204openalex-snapshot

Displaced dynamic expression regression for real-time facial tracking and animation

inferredcites →https://doi.org/10.1145/2659234openalex-snapshot

“Wow! You Are So Beautiful Today!”

inferredcites →https://doi.org/10.1145/954339.954342openalex-snapshot

Face recognition

inferredcites →https://doi.org/10.48550/arxiv.1409.1556openalex-snapshot

Very Deep Convolutional Networks for Large-Scale Image Recognition

inferredcites →https://doi.org/10.48550/arxiv.1411.4555openalex-snapshot

Show and Tell: A Neural Image Caption Generator

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4658078openalex-extracted

inferred← citeshttps://doi.org/10.1002/9781394173853.ch1openalex-snapshot

Facial Landmark Detection

inferred← citeshttps://doi.org/10.1002/9781394173853.ch2openalex-snapshot

Effectiveness of Facial Landmark Detection

inferred← citeshttps://doi.org/10.1007/978-3-030-00764-5_27openalex-snapshot

Branched Convolutional Neural Networks for Face Alignment

inferred← citeshttps://doi.org/10.1007/978-3-030-03000-1_2openalex-snapshot

Facial Features Detection and Localization

inferred← citeshttps://doi.org/10.1007/978-3-030-32583-1_3openalex-snapshot

Atypical Facial Landmark Localisation with Stacked Hourglass Networks: A Study on 3D Facial Modelling for Medical Diagnosis

inferred← citeshttps://doi.org/10.1007/978-3-031-25069-9_31openalex-snapshot

Empirical Evaluation of Deep Learning Approaches for Landmark Detection in Fish Bioimages

inferred← citeshttps://doi.org/10.1007/s10044-022-01098-9openalex-snapshot

Body landmark detection with an extremely small dataset using transfer learning

inferred← citeshttps://doi.org/10.1007/s12652-021-03662-3openalex-snapshot

Consensus and stacking based fusion and survey of facial feature point detectors

inferred← citeshttps://doi.org/10.1016/j.asoc.2025.113327openalex-snapshot

Multi-Level semantic and spatial hierarchy reasoning for 3D face reconstruction and dense alignment in unconstrained environments

inferred← citeshttps://doi.org/10.1016/j.cviu.2020.103036openalex-snapshot

Fine-grained facial landmark detection exploiting intermediate feature representations

inferred← citeshttps://doi.org/10.1016/j.cviu.2021.103171openalex-snapshot

Facial landmarks localization using cascaded neural networks

inferred← citeshttps://doi.org/10.1016/j.dsp.2022.103696openalex-snapshot

Head pose healthiness prediction using a novel image quality based stacked autoencoder

inferred← citeshttps://doi.org/10.1016/j.engappai.2024.107862openalex-snapshot

Exploiting global and instance-level perceived feature relationship matrices for 3D face reconstruction and dense alignment

inferred← citeshttps://doi.org/10.1016/j.eswa.2023.122416openalex-snapshot

Local eye-net: An attention based deep learning architecture for localization of eyes

inferred← citeshttps://doi.org/10.1016/j.neucom.2017.12.071openalex-snapshot

Relative coordinates constraint for face alignment

inferred← citeshttps://doi.org/10.1016/j.neucom.2019.01.068openalex-snapshot

Unsupervised Orthogonal Facial Representation Extraction via image reconstruction with correlation minimization

inferred← citeshttps://doi.org/10.1016/j.neunet.2019.04.002openalex-snapshot

Branched convolutional neural networks incorporated with Jacobian deep regression for facial landmark detection

inferred← citeshttps://doi.org/10.1016/j.neunet.2022.10.021openalex-snapshot

Stacked attention hourglass network based robust facial landmark detection

inferred← citeshttps://doi.org/10.1109/access.2018.2882227openalex-snapshot

Integrated Deep Model for Face Detection and Landmark Localization From “In The Wild” Images

inferred← citeshttps://doi.org/10.1109/access.2019.2955156openalex-snapshot

Facial Landmark Detection via Attention-Adaptive Deep Network

inferred← citeshttps://doi.org/10.1109/access.2022.3141791openalex-snapshot

Deep Learning-Based Facial Landmarks Localization Using Compound Scaling

inferred← citeshttps://doi.org/10.1109/access.2024.3389702openalex-snapshot

MSRFSR: Multi-Stage Refining Face Super-Resolution With Iterative Collaboration Between Face Recovery and Landmark Estimation

inferred← citeshttps://doi.org/10.1109/cvpr.2019.00360openalex-snapshot

Robust Facial Landmark Detection via Occlusion-Adaptive Deep Networks

inferred← citeshttps://doi.org/10.1109/cvpr52729.2023.02185openalex-snapshot

Recurrence without Recurrence: Stable Video Landmark Detection with Deep Equilibrium Models

inferred← citeshttps://doi.org/10.1109/cvprw.2017.260openalex-snapshot

Delving Deep Into Coarse-to-Fine Framework for Facial Landmark Localization

inferred← citeshttps://doi.org/10.1109/cvprw.2019.00028openalex-snapshot

Stacked Multi-Target Network for Robust Facial Landmark Localisation

inferred← citeshttps://doi.org/10.1109/fg.2018.00064openalex-snapshot

Cascade Multi-View Hourglass Model for Robust 3D Face Alignment

inferred← citeshttps://doi.org/10.1109/iccv.2017.181openalex-snapshot

Recurrent 3D-2D Dual Learning for Large-Pose Facial Landmark Detection

inferred← citeshttps://doi.org/10.1109/iciafs52090.2021.9606067openalex-snapshot

Deepfakes Detection Methods: A Literature Survey

inferred← citeshttps://doi.org/10.1109/icip.2018.8451574openalex-snapshot

Face Alignment by Combining Residual Features in Cascaded Hourglass Network

inferred← citeshttps://doi.org/10.1109/icip.2019.8803112openalex-snapshot

Face Alignment by Discriminative Feature Learning

inferred← citeshttps://doi.org/10.1109/icme.2018.8486438openalex-snapshot

Multi-Label Dilated Recurrent Network for Sequential Face Alignment

inferred← citeshttps://doi.org/10.1109/mmsp.2019.8901710openalex-snapshot

Thermal Facial Landmark Detection by Deep Multi-Task Learning

inferred← citeshttps://doi.org/10.1109/tcsvt.2019.2897243openalex-snapshot

Lightweight and Effective Facial Landmark Detection using Adversarial Learning with Face Geometric Map Generative Network

inferred← citeshttps://doi.org/10.1109/tcsvt.2026.3668485openalex-snapshot

CF-GAT: Curvature-Fused Graph Attention Network for High-Precision Unordered Facial Point Cloud Landmark Detection

inferred← citeshttps://doi.org/10.1109/tcyb.2018.2850745openalex-snapshot

Clothing Landmark Detection Using Deep Networks With Prior of Key Point Associations

inferred← citeshttps://doi.org/10.1109/telecom53156.2021.9659749openalex-snapshot

Face Recognition by Wavelet Transformation, Deep FFNN and ANFIS Approach

inferred← citeshttps://doi.org/10.1109/tifs.2018.2800901openalex-snapshot

Combining Data-Driven and Model-Driven Methods for Robust Facial Landmark Detection

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Learning Deep Sharable and Structural Detectors for Face Alignment

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Landmark Free Face Attribute Prediction

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Joint Multi-View Face Alignment in the Wild

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Data-Scarce Animal Face Alignment via Bi-Directional Cross-Species Knowledge Transfer

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Comparative Analysis of Pre-trained Deep Learning Models for Facial Landmark Localization on Enhanced Dataset of Heavily Occluded Face Images

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Photo-Synthesis: Attributed controlled sketch to image translation using Generative Adversarial Networks for assisting criminal identification

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Pyramidal Nonlocal Network for Histopathological Image of Breast Lymph Node Segmentation

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Augmented EMTCNN: A Fast and Accurate Facial Landmark Detection Network

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Review: Facial Anthropometric, Landmark Extraction, and Nasal Reconstruction Technology

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A Review of Facial Landmark Extraction in 2D Images and Videos Using Deep Learning

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Deep Learning for Facial Informatics

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Dilated Skip Convolution for Facial Landmark Detection

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Towards Real-Time Facial Landmark Detection in Depth Data Using Auxiliary Information

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Structure-aware Heatmap and Boundary Map Regression Based Robust Face Alignment

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Recurrent Convolutional Strategies for Face Manipulation Detection in Videos

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A High-Efficiency Framework for Constructing Large-Scale Face Parsing Benchmark

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Facial landmark detection with local and global motion modeling

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Deep Face Analysis for Aesthetic Augmented Reality Applications

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Analysis and prediction of human behavior temporal sequences in the wild

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