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HyperFace: A Deep Multi-Task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition

https://doi.org/10.1109/tpami.2017.2781233

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What this work says

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

inferredcites →https://doi.org/10.1006/cviu.1995.1004openalex-snapshot

Active Shape Models-Their Training and Application

inferredcites →https://doi.org/10.1007/978-1-4615-5529-2_5openalex-snapshot

Multitask Learning

inferredcites →https://doi.org/10.1007/978-3-319-10590-1_53openalex-snapshot

Visualizing and Understanding Convolutional Networks

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/10.1007/978-3-319-10599-4_8openalex-snapshot

Joint Cascade Face Detection and Alignment

inferredcites →https://doi.org/10.1007/978-3-540-88688-4_6openalex-snapshot

Face Alignment Via Component-Based Discriminative Search

inferredcites →https://doi.org/10.1007/978-3-540-88693-8_25openalex-snapshot

FaceTracer: A Search Engine for Large Collections of Images with Faces

inferredcites →https://doi.org/10.1007/s11263-007-0072-xopenalex-snapshot

Multilevel Image Coding with Hyperfeatures

inferredcites →https://doi.org/10.1007/s11263-009-0275-4openalex-snapshot

The Pascal Visual Object Classes (VOC) Challenge

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.imavis.2013.12.004openalex-snapshot

Face detection by structural models

inferredcites →https://doi.org/10.1023/b:visi.0000013087.49260.fbopenalex-snapshot

Robust Real-Time Face Detection

inferredcites →https://doi.org/10.1023/b:visi.0000029666.37597.d3openalex-snapshot

Active Appearance Models Revisited

inferredcites →https://doi.org/10.1109/btas.2015.7358755openalex-snapshot

A deep pyramid Deformable Part Model for face detection

inferredcites →https://doi.org/10.1109/cvpr.2007.383280openalex-snapshot

Biased Manifold Embedding: A Framework for Person-Independent Head Pose Estimation

inferredcites →https://doi.org/10.1109/cvpr.2009.5206848openalex-snapshot

ImageNet: A large-scale hierarchical image database

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.2013.445openalex-snapshot

Learning SURF Cascade for Fast and Accurate Object Detection

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.2013.465openalex-snapshot

Pedestrian Detection with Unsupervised Multi-stage Feature Learning

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.2014.212openalex-snapshot

PANDA: Pose Aligned Networks for Deep Attribute Modeling

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.2014.239openalex-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.2014.81openalex-snapshot

Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation

inferredcites →https://doi.org/10.1109/cvpr.2015.7298594openalex-snapshot

Going deeper with convolutions

inferredcites →https://doi.org/10.1109/cvpr.2015.7298642openalex-snapshot

Hypercolumns for object segmentation and fine-grained localization

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

Global supervised descent method

inferredcites →https://doi.org/10.1109/cvpr.2015.7299170openalex-snapshot

A convolutional neural network cascade for face detection

inferredcites →https://doi.org/10.1109/cvpr.2016.23openalex-snapshot

Face Alignment Across Large Poses: A 3D Solution

inferredcites →https://doi.org/10.1109/cvpr.2016.371openalex-snapshot

Unconstrained Face Alignment via Cascaded Compositional Learning

inferredcites →https://doi.org/10.1109/cvpr.2016.90openalex-snapshot

Deep Residual Learning for Image Recognition

inferredcites →https://doi.org/10.1109/cvpr.2016.92openalex-snapshot

LocNet: Improving Localization Accuracy for Object Detection

inferredcites →https://doi.org/10.1109/cvpr.2017.166openalex-snapshot

Finding Tiny Faces

inferredcites →https://doi.org/10.1109/cvpr.2017.579openalex-snapshot

UberNet: Training a Universal Convolutional Neural Network for Low-, Mid-, and High-Level Vision Using Diverse Datasets and Limited Memory

inferredcites →https://doi.org/10.1109/iccv.2011.6126456openalex-snapshot

Segmentation as selective search for object recognition

inferredcites →https://doi.org/10.1109/iccv.2013.103openalex-snapshot

Probabilistic Elastic Part Model for Unsupervised Face Detector Adaptation

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

Robust Face Landmark Estimation under Occlusion

inferredcites →https://doi.org/10.1109/iccv.2013.244openalex-snapshot

Pose-Free Facial Landmark Fitting via Optimized Part Mixtures and Cascaded Deformable Shape Model

inferredcites →https://doi.org/10.1109/iccv.2015.144openalex-snapshot

Multi-scale Recognition with DAG-CNNs

inferredcites →https://doi.org/10.1109/iccv.2015.18openalex-snapshot

Convolutional Channel Features

inferredcites →https://doi.org/10.1109/iccv.2015.304openalex-snapshot

Predicting Depth, Surface Normals and Semantic Labels with a Common Multi-scale Convolutional Architecture

inferredcites →https://doi.org/10.1109/iccv.2015.419openalex-snapshot

From Facial Parts Responses to Face Detection: A Deep Learning Approach

inferredcites →https://doi.org/10.1109/iccv.2015.421openalex-snapshot

Pose-Invariant 3D Face Alignment

inferredcites →https://doi.org/10.1109/iccv.2015.425openalex-snapshot

Deep Learning Face Attributes in the Wild

inferredcites →https://doi.org/10.1109/iccvw.2011.6130513openalex-snapshot

Annotated Facial Landmarks in the Wild: A large-scale, real-world database for facial landmark localization

inferredcites →https://doi.org/10.1109/iccvw.2013.126openalex-snapshot

Learn to Combine Multiple Hypotheses for Accurate Face Alignment

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/icip.2005.1530062openalex-snapshot

Head pose estimation by non-linear embedding and mapping

inferredcites →https://doi.org/10.1109/icpr.2002.1047456openalex-snapshot

Head pose estimation using view based eigenspaces

inferredcites →https://doi.org/10.1109/tpami.2008.106openalex-snapshot

Head Pose Estimation in Computer Vision: A Survey

inferredcites →https://doi.org/10.1109/tpami.2009.167openalex-snapshot

Object Detection with Discriminatively Trained Part-Based Models

inferredcites →https://doi.org/10.1109/tpami.2015.2448075openalex-snapshot

A Fast and Accurate Unconstrained Face Detector

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

Learning Deep Representation for Face Alignment with Auxiliary Attributes

inferredcites →https://doi.org/10.1145/2647868.2654889openalex-snapshot

Caffe

inferredcites →https://doi.org/10.1145/2671188.2749408openalex-snapshot

Multi-view Face Detection Using Deep Convolutional Neural Networks

inferredcites →https://doi.org/10.48550/arxiv.1406.5212openalex-snapshot

R-CNNs for Pose Estimation and Action Detection

inferredcites →https://doi.org/10.48550/arxiv.1408.5093openalex-snapshot

Caffe: Convolutional Architecture for Fast Feature Embedding

inferredcites →https://doi.org/10.48550/arxiv.1409.4842openalex-snapshot

Going Deeper with Convolutions

inferredcites →https://doi.org/10.48550/arxiv.1411.7766openalex-snapshot

Deep Learning Face Attributes in the Wild

inferredcites →https://doi.org/10.5244/c.20.92openalex-snapshot

Hello! My name is... Buffy'' -- Automatic Naming of Characters in TV Video

What points at this work

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

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An Efficient and Full Functional Network for Driver Attention Monitoring

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Unobtrusive Engagement Detection through Semantic Pose Estimation and Lightweight ResNet for an Online Class Environment

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A Framework for Detection of Overall Emotional Score of an Event from the Images Captured by a Drone

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Laughter signature, a new approach to gender recognition

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CRNet: Classification and Regression Neural Network for Facial Beauty Prediction

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Face Symmetry Analysis Using a Unified Multi-task CNN for Medical Applications

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FaceOff: Anonymizing Videos in the Operating Rooms

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PyramidBox: A Context-Assisted Single Shot Face Detector

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Dynamic Task Prioritization for Multitask Learning

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Fast QuadTree-Based Pose Estimation for Security Applications Using Face Biometrics

inferred← citeshttps://doi.org/10.1007/978-3-030-03243-2_816-1openalex-snapshot

Video-Based Face Recognition

inferred← citeshttps://doi.org/10.1007/978-3-030-03243-2_880-1openalex-snapshot

Deep CNN-Based Face Recognition

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Predicting Epileptic Seizures from Intracranial EEG Using LSTM-Based Multi-task Learning

inferred← citeshttps://doi.org/10.1007/978-3-030-05710-7_24openalex-snapshot

Incremental Training for Face Recognition

inferred← citeshttps://doi.org/10.1007/978-3-030-11012-3_35openalex-snapshot

Deep Multitask Gaze Estimation with a Constrained Landmark-Gaze Model

inferred← citeshttps://doi.org/10.1007/978-3-030-20870-7_33openalex-snapshot

Identity-Enhanced Network for Facial Expression Recognition

inferred← citeshttps://doi.org/10.1007/978-3-030-20873-8_10openalex-snapshot

Loss Guided Activation for Action Recognition in Still Images

inferred← citeshttps://doi.org/10.1007/978-3-030-20887-5_12openalex-snapshot

Simultaneous Face Detection and Head Pose Estimation: A Fast and Unified Framework

inferred← citeshttps://doi.org/10.1007/978-3-030-21074-8_38openalex-snapshot

WNet: Joint Multiple Head Detection and Head Pose Estimation from a Spectator Crowd Image

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Method for Multimodal Recognition of One-Handed Sign Language Gestures Through 3D Convolution and LSTM Neural Networks

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Transport Triggered Array Processor for Vision Applications

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Perspectives on Deep Multimodel Robot Learning

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Enhancing Low Quality Face Image Matching by Neurovisually Inspired Deep Learning

inferred← citeshttps://doi.org/10.1007/978-3-030-30642-7_42openalex-snapshot

Within-Network Ensemble for Face Attributes Classification

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Occluded Face Detection, Face in Niqab Dataset

inferred← citeshttps://doi.org/10.1007/978-3-030-33676-9_39openalex-snapshot

Visual Person Understanding Through Multi-task and Multi-dataset Learning

inferred← citeshttps://doi.org/10.1007/978-3-030-33720-9_35openalex-snapshot

Real-Time Face Features Localization with Recurrent Refined Dense CNN Architectures

inferred← citeshttps://doi.org/10.1007/978-3-030-33904-3_23openalex-snapshot

Multi-task Learning for Low-Resolution License Plate Recognition

inferred← citeshttps://doi.org/10.1007/978-3-030-34879-3_6openalex-snapshot

Body Detection in Spectator Crowd Images Using Partial Heads

inferred← citeshttps://doi.org/10.1007/978-3-030-37731-1_23openalex-snapshot

Emotion Recognition with Facial Landmark Heatmaps

inferred← citeshttps://doi.org/10.1007/978-3-030-37731-1_27openalex-snapshot

Classroom Attention Analysis Based on Multiple Euler Angles Constraint and Head Pose Estimation

inferred← citeshttps://doi.org/10.1007/978-3-030-39489-9_8openalex-snapshot

Face Detection in MWIR Spectrum

inferred← citeshttps://doi.org/10.1007/978-3-030-41099-5_9openalex-snapshot

Toward Improving Social Interaction Ability for Children with Autism Spectrum Disorder Using Social Signals

inferred← citeshttps://doi.org/10.1007/978-3-030-51920-9_8openalex-snapshot

An Overview of Deep Learning Techniques for Biometric Systems

inferred← citeshttps://doi.org/10.1007/978-3-030-54994-7_12openalex-snapshot

Gender Recognition in the Wild with Small Sample Size - A Dictionary Learning Approach

inferred← citeshttps://doi.org/10.1007/978-3-030-59416-9_18openalex-snapshot

Learning from Heterogeneous Student Behaviors for Multiple Prediction Tasks

inferred← citeshttps://doi.org/10.1007/978-3-030-59830-3_38openalex-snapshot

Facial Beauty Prediction Using Transfer and Multi-task Learning Techniques

inferred← citeshttps://doi.org/10.1007/978-3-030-59830-3_44openalex-snapshot

Rotation-Invariant Face Detection with Multi-task Progressive Calibration Networks

inferred← citeshttps://doi.org/10.1007/978-3-030-60639-8_48openalex-snapshot

Direction-Sensitivity Features Ensemble Network for Rotation-Invariant Face Detection

inferred← citeshttps://doi.org/10.1007/978-3-030-63416-2_816openalex-snapshot

Video-Based Face Recognition

inferred← citeshttps://doi.org/10.1007/978-3-030-63830-6_53openalex-snapshot

WC2FEst-Net: Wavelet-Based Coarse-to-Fine Head Pose Estimation from a Single Image

inferred← citeshttps://doi.org/10.1007/978-3-030-64556-4_38openalex-snapshot

Gender and Age Estimation Without Facial Information from Still Images

inferred← citeshttps://doi.org/10.1007/978-3-030-66096-3_36openalex-snapshot

Predicting Camera Viewpoint Improves Cross-Dataset Generalization for 3D Human Pose Estimation

inferred← citeshttps://doi.org/10.1007/978-3-030-66096-3_7openalex-snapshot

Detecting Faces, Visual Medium Types, and Gender in Historical Advertisements, 1950–1995

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FaceHop: A Light-Weight Low-Resolution Face Gender Classification Method

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IFEPE: On the Impact of Facial Expression in Head Pose Estimation

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A Novel Ensemble Framework for Face Search

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Multi-task Learning with Future States for Vision-Based Autonomous Driving

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Rotation Axis Focused Attention Network (RAFA-Net) for Estimating Head Pose

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Attention Mechanism for Improving Facial Landmark Semantic Segmentation

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Landmark Localization in Occluded Faces Using Deep Learning Approach

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Face Recognition from Still Images and Video

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Deep CNN Face Recognition: Looking at the Past and the Future

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Obstructing DeepFakes by Disrupting Face Detection and Facial Landmarks Extraction

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Synthetic Data for Deep Learning

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Measuring and Integrating Facial Expressions and Head Pose as Indicators of Engagement and Affect in Tutoring Systems

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Joint Face Detection and Landmark Localization Based on an Extremely Lightweight Network

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Shadow Detection and Removal Based on Multi-task Generative Adversarial Networks

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DeepFakes Detection Based on Heart Rate Estimation: Single- and Multi-frame

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Group-Aware Disentangle Learning for Head Pose Estimation

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A Study of General Data Improvement for Large-Angle Head Pose Estimation

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A Data-Driven Approach to Improve 3D Head-Pose Estimation

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Perceptually-Informed No-Reference Image Harmonisation

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Improved Facial Keypoint Regression Using Attention Modules

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Pre-training Strategies and Datasets for Facial Representation Learning

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Where in the World Is This Image? Transformer-Based Geo-localization in the Wild

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Training Dynamics Aware Neural Network Optimization with Stabilization

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Facial Landmark Localization

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EfficientSRFace: An Efficient Network with Super-Resolution Enhancement for Accurate Face Detection

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Facial Emotion Recognition Using Deep Learning

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6DoF Head Pose Estimation Through Explicit Bidirectional Interaction with Face Geometry

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Mixture of Variational Graph Autoencoders

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Self-supervised Auxiliary Learning for Texture and Model-Based Hybrid Robust and Fair Featuring in Face Analysis

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Advanced Face Recognition Techniques Using Deep Learning Models

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Facial Expression Recognition with Multi-scale Convolution Neural Network

inferred← citeshttps://doi.org/10.1007/978-3-319-54427-4_24openalex-snapshot

Face Detection by Aggregating Visible Components

inferred← citeshttps://doi.org/10.1007/978-3-319-54427-4_25openalex-snapshot

Deep Architectures for Face Attributes

inferred← citeshttps://doi.org/10.1007/978-3-319-54427-4_29openalex-snapshot

Multiple Facial Attributes Estimation Based on Weighted Heterogeneous Learning

inferred← citeshttps://doi.org/10.1007/978-3-319-61657-5_3openalex-snapshot

CMS-RCNN: Contextual Multi-Scale Region-Based CNN for Unconstrained Face Detection

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Fast and Accurate Facial Landmark Localization in Depth Images for In-Car Applications

inferred← citeshttps://doi.org/10.1007/978-3-319-75193-1_6openalex-snapshot

Benchmarking Head Pose Estimation in-the-Wild

inferred← citeshttps://doi.org/10.1007/978-3-319-92753-4_1openalex-snapshot

Deep Transfer Feature Based Convolutional Neural Forests for Head Pose Estimation

inferred← citeshttps://doi.org/10.1007/978-3-319-97909-0_16openalex-snapshot

Cross-Cascading Regression for Simultaneous Head Pose Estimation and Facial Landmark Detection

inferred← citeshttps://doi.org/10.1007/978-3-642-27739-9_739-2openalex-snapshot

Face Recognition from Still Images and Video

inferred← citeshttps://doi.org/10.1007/978-981-10-3002-4_23openalex-snapshot

Face Detection Using Hierarchical Fully Convolutional Networks

inferred← citeshttps://doi.org/10.1007/978-981-13-2372-0_31openalex-snapshot

Face Recognition in Surveillance Video for Criminal Investigations: A Review

inferred← citeshttps://doi.org/10.1007/978-981-13-9184-2_36openalex-snapshot

Eye Like Landmarks Extraction and Patching for Face Detection Using Deep Neural Network

inferred← citeshttps://doi.org/10.1007/978-981-13-9184-2_45openalex-snapshot

Multispectral Palmprint Biometric Verification System Using Deep CNN

inferred← citeshttps://doi.org/10.1007/978-981-15-0978-0_18openalex-snapshot

Artificial Intelligence and Common Sense: The Shady Future of AI

inferred← citeshttps://doi.org/10.1007/978-981-15-1301-5_9openalex-snapshot

Transfer Learning for Facial Attributes Prediction and Clustering

inferred← citeshttps://doi.org/10.1007/978-981-15-1816-4_7openalex-snapshot

Deep Active Learning for Image Regression

inferred← citeshttps://doi.org/10.1007/978-981-15-3607-6_13openalex-snapshot

Pedestrian Age and Gender Identification from Far View Images Using Convolutional Neural Network

inferred← citeshttps://doi.org/10.1007/978-981-15-4825-3_17openalex-snapshot

Gotcha-I: A Multiview Human Videos Dataset

inferred← citeshttps://doi.org/10.1007/978-981-15-7981-3_39openalex-snapshot

Regression-Based Face Pose Estimation with Deep Multi-modal Feature Loss

inferred← citeshttps://doi.org/10.1007/978-981-15-9739-8_18openalex-snapshot

A New Face Detection Framework Based on Adaptive Cascaded Network

inferred← citeshttps://doi.org/10.1007/978-981-16-5640-8_24openalex-snapshot

A Skip-Connected CNN and Residual Image-Based Deep Network for Image Splicing Localization

inferred← citeshttps://doi.org/10.1007/978-981-16-6890-6_26openalex-snapshot

Multitask Deep Learning Model with Efficient Encoding Layer and Enhanced Parallel Convolution Block

inferred← citeshttps://doi.org/10.1007/978-981-19-3927-3_22openalex-snapshot

Self-adaptive Eyes off Objects Detection for Distracted Driving

inferred← citeshttps://doi.org/10.1007/978-981-19-5037-7_50openalex-snapshot

Deep Learning-Based Object Detection: An Investigation

inferred← citeshttps://doi.org/10.1007/978-981-33-4601-7_5openalex-snapshot

A Task-Aware Network for Multi-task Learning

inferred← citeshttps://doi.org/10.1007/978-981-33-4673-4_54openalex-snapshot

Performance Analysis of Different Loss Function in Face Detection Architectures

inferred← citeshttps://doi.org/10.1007/978-981-92-0423-6_14openalex-snapshot

Fusion-Based Deep Learning Approach for Comprehensive Human Behavior Analysis from Visual Cues

inferred← citeshttps://doi.org/10.1007/978-981-96-5084-2_5openalex-snapshot

Facial Action Unit Recognition with Micro-Action-Aware Transformer

inferred← citeshttps://doi.org/10.1007/978-981-96-6329-3_37openalex-snapshot

A Comparative Investigation of GNN Based Image Classifiers

inferred← citeshttps://doi.org/10.1007/978-981-97-0903-8_21openalex-snapshot

An Improved Seq-Deepfake Detection Method

inferred← citeshttps://doi.org/10.1007/978-981-97-4465-7_21openalex-snapshot

A Biometric-Based Data Protection Scheme for RSDs

inferred← citeshttps://doi.org/10.1007/978-981-97-5035-1_25openalex-snapshot

Effects of Strong Attribute Cooccurrence Influence Distance on Simple Linear Iterative Clustering Superpixel

inferred← citeshttps://doi.org/10.1007/978-981-99-3481-2_7openalex-snapshot

Multitask Learning-Based Simultaneous Facial Gender and Age Recognition with a Weighted Loss Function

inferred← citeshttps://doi.org/10.1007/978-981-99-4914-4_13openalex-snapshot

Human Face Detector with Gender Identification by Split-Based Inception Block and Regulated Attention Module

inferred← citeshttps://doi.org/10.1007/978-981-99-5974-7_11openalex-snapshot

Face Recognition Using Deep Neural Network with MobileNetV3-Large

inferred← citeshttps://doi.org/10.1007/978-981-99-6303-4_6openalex-snapshot

An Automatic Kiss Camera System Using Deep Neural Network Technique

inferred← citeshttps://doi.org/10.1007/978-981-99-9018-4_5openalex-snapshot

Automated Landmark Detection for AR-Based Craniofacial Surgical Assistance System

inferred← citeshttps://doi.org/10.1007/s00138-018-0956-5openalex-snapshot

End-to-end temporal attention extraction and human action recognition

inferred← citeshttps://doi.org/10.1007/s00138-020-01110-4openalex-snapshot

Finding hard faces with better proposals and classifier

inferred← citeshttps://doi.org/10.1007/s00138-020-01123-zopenalex-snapshot

Benchmarking deep network architectures for ethnicity recognition using a new large face dataset

inferred← citeshttps://doi.org/10.1007/s00138-021-01234-1openalex-snapshot

Partitioned iterated function systems by regression models for head pose estimation

inferred← citeshttps://doi.org/10.1007/s00138-021-01245-yopenalex-snapshot

Semantic convolutional features for face detection

inferred← citeshttps://doi.org/10.1007/s00138-025-01732-6openalex-snapshot

Towards a fairer vision: addressing class imbalance in image gender recognition

inferred← citeshttps://doi.org/10.1007/s00371-018-1607-6openalex-snapshot

Micro-expression recognition: an updated review of current trends, challenges and solutions

inferred← citeshttps://doi.org/10.1007/s00371-019-01707-5openalex-snapshot

A comprehensive survey on automatic facial action unit analysis

inferred← citeshttps://doi.org/10.1007/s00371-020-01814-8openalex-snapshot

2D-human face recognition using SIFT and SURF descriptors of face’s feature regions

inferred← citeshttps://doi.org/10.1007/s00371-020-01859-9openalex-snapshot

Review of automated emotion-based quantification of facial expression in Parkinson’s patients

inferred← citeshttps://doi.org/10.1007/s00371-020-01974-7openalex-snapshot

Scale and density invariant head detection deep model for crowd counting in pedestrian crowds

inferred← citeshttps://doi.org/10.1007/s00371-022-02732-7openalex-snapshot

ResNet-Swish-Dense54: a deep learning approach for deepfakes detection

inferred← citeshttps://doi.org/10.1007/s00371-023-02781-6openalex-snapshot

Lightweight head pose estimation without keypoints based on multi-scale lightweight neural network

inferred← citeshttps://doi.org/10.1007/s00371-023-02809-xopenalex-snapshot

An adaptive loss weighting multi-task network with attention-guide proposal generation for small size defect inspection

inferred← citeshttps://doi.org/10.1007/s00376-024-3222-yopenalex-snapshot

Joint Retrieval of PM2.5 Concentration and Aerosol Optical Depth over China Using Multi-Task Learning on FY-4A AGRI

inferred← citeshttps://doi.org/10.1007/s00500-019-04174-1openalex-snapshot

Convolutional neural networks for sleep stage scoring on a two-channel EEG signal

inferred← citeshttps://doi.org/10.1007/s00500-022-07074-zopenalex-snapshot

RETRACTED ARTICLE: A rough set theory and deep learning-based predictive system for gender recognition using audio speech

inferred← citeshttps://doi.org/10.1007/s00521-019-04330-6openalex-snapshot

Continuous drone control using deep reinforcement learning for frontal view person shooting

inferred← citeshttps://doi.org/10.1007/s00521-019-04577-zopenalex-snapshot

Multi-view representation learning in multi-task scene

inferred← citeshttps://doi.org/10.1007/s00521-020-05167-0openalex-snapshot

How frontal is a face? Quantitative estimation of face pose based on CNN and geometric projection

inferred← citeshttps://doi.org/10.1007/s00521-020-05345-0openalex-snapshot

Multi-label fault diagnosis of rolling bearing based on meta-learning

inferred← citeshttps://doi.org/10.1007/s00521-021-06690-4openalex-snapshot

Pose-invariant face recognition with multitask cascade networks

inferred← citeshttps://doi.org/10.1007/s00521-022-07454-4openalex-snapshot

Adam or Eve? Automatic users’ gender classification via gestures analysis on touch devices

inferred← citeshttps://doi.org/10.1007/s00521-022-07823-zopenalex-snapshot

HPFace: a high speed and accuracy face detector

inferred← citeshttps://doi.org/10.1007/s00530-021-00755-zopenalex-snapshot

Body parts relevance learning via expectation–maximization for human pose estimation

inferred← citeshttps://doi.org/10.1007/s00530-022-01022-5openalex-snapshot

Facial age estimation based on asymmetrical label distribution

inferred← citeshttps://doi.org/10.1007/s00530-023-01134-6openalex-snapshot

EfficientFace: an efficient deep network with feature enhancement for accurate face detection

inferred← citeshttps://doi.org/10.1007/s00607-019-00722-7openalex-snapshot

Towards emotion-sensitive learning cognitive state analysis of big data in education: deep learning-based facial expression analysis using ordinal information

inferred← citeshttps://doi.org/10.1007/s00779-023-01730-3openalex-snapshot

An X-ray image classification method with fine-grained features for explainable diagnosis of pneumoconiosis

inferred← citeshttps://doi.org/10.1007/s10032-019-00337-wopenalex-snapshot

HanFont: large-scale adaptive Hangul font recognizer using CNN and font clustering

inferred← citeshttps://doi.org/10.1007/s10032-021-00364-6openalex-snapshot

Cross-modal photo-caricature face recognition based on dynamic multi-task learning

inferred← citeshttps://doi.org/10.1007/s10044-019-00784-5openalex-snapshot

Face detection based on evolutionary Haar filter

inferred← citeshttps://doi.org/10.1007/s10044-020-00899-0openalex-snapshot

Effectiveness of symmetric rejection for a secure and user convenient multistage biometric system

inferred← citeshttps://doi.org/10.1007/s10044-021-01026-3openalex-snapshot

TRFH: towards real-time face detection and head pose estimation

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/s10462-019-09742-3openalex-snapshot

On the frontiers of pose invariant face recognition: a review

inferred← citeshttps://doi.org/10.1007/s10462-023-10654-6openalex-snapshot

Moderately supervised learning: definition, framework and generality

inferred← citeshttps://doi.org/10.1007/s10462-024-10936-7openalex-snapshot

Deep learning and machine learning techniques for head pose estimation: a survey

inferred← citeshttps://doi.org/10.1007/s10489-020-01946-3openalex-snapshot

Fast multi-resolution occlusion: a method for explaining and understanding deep neural networks

inferred← citeshttps://doi.org/10.1007/s10489-020-02074-8openalex-snapshot

Multi-city traffic flow forecasting via multi-task learning

inferred← citeshttps://doi.org/10.1007/s10489-022-03173-4openalex-snapshot

Cross-dataset face analysis based on multi-task learning

inferred← citeshttps://doi.org/10.1007/s10489-022-03707-wopenalex-snapshot

Multi-task twin spheres support vector machine with maximum margin for imbalanced data classification

inferred← citeshttps://doi.org/10.1007/s10489-022-03766-zopenalex-snapshot

Deepfakes generation and detection: state-of-the-art, open challenges, countermeasures, and way forward

inferred← citeshttps://doi.org/10.1007/s10489-023-05235-7openalex-snapshot

Overview of indoor scene recognition and representation methods based on multimodal knowledge graphs

inferred← citeshttps://doi.org/10.1007/s10489-025-06231-9openalex-snapshot

Research on small-scale face detection methods in dense scenes

inferred← citeshttps://doi.org/10.1007/s10846-022-01652-xopenalex-snapshot

Application and Evaluation of Image-based Information Acquisition in Railway Transportation

inferred← citeshttps://doi.org/10.1007/s11036-021-01874-7openalex-snapshot

Research on Anti-Jamming Algorithm of Massive MIMO Communication System Based on Multi-User Game Theory

inferred← citeshttps://doi.org/10.1007/s11042-018-5609-1openalex-snapshot

Joint face alignment and segmentation via deep multi-task learning

inferred← citeshttps://doi.org/10.1007/s11042-018-5658-5openalex-snapshot

Deep-learning-based face detection using iterative bounding-box regression

inferred← citeshttps://doi.org/10.1007/s11042-018-6463-xopenalex-snapshot

A brief review on multi-task learning

inferred← citeshttps://doi.org/10.1007/s11042-019-07848-yopenalex-snapshot

Cancelable fusion-based face recognition

inferred← citeshttps://doi.org/10.1007/s11042-019-08208-6openalex-snapshot

Multi-scale dilated convolution of convolutional neural network for crowd counting

inferred← citeshttps://doi.org/10.1007/s11042-019-7284-2openalex-snapshot

Head pose estimation using improved label distribution learning with fewer annotations

inferred← citeshttps://doi.org/10.1007/s11042-019-7424-8openalex-snapshot

11K Hands: Gender recognition and biometric identification using a large dataset of hand images

inferred← citeshttps://doi.org/10.1007/s11042-019-7516-5openalex-snapshot

A low-cost photorealistic CG dataset rendering pipeline for facial landmark localization

inferred← citeshttps://doi.org/10.1007/s11042-020-08800-1openalex-snapshot

Pixel encoding for unconstrained face detection

inferred← citeshttps://doi.org/10.1007/s11042-020-08873-yopenalex-snapshot

Joint learning for face alignment and face transfer with depth image

inferred← citeshttps://doi.org/10.1007/s11042-020-10291-zopenalex-snapshot

RETRACTED ARTICLE: Proposed framework for cancelable face recognition system

inferred← citeshttps://doi.org/10.1007/s11042-020-10401-xopenalex-snapshot

SAFD: single shot anchor free face detector

inferred← citeshttps://doi.org/10.1007/s11042-021-10763-wopenalex-snapshot

Coherent group detection in still image

inferred← citeshttps://doi.org/10.1007/s11042-021-10918-9openalex-snapshot

Human emotion recognition based on facial expressions via deep learning on high-resolution images

inferred← citeshttps://doi.org/10.1007/s11042-021-11783-2openalex-snapshot

A variational level set model combining with local Gaussian fitting and Markov random field regularization

inferred← citeshttps://doi.org/10.1007/s11042-022-11958-5openalex-snapshot

Optimizable face detection and tracking model with occlusion resolution for high quality videos

inferred← citeshttps://doi.org/10.1007/s11042-022-13070-0openalex-snapshot

RETRACTED ARTICLE: Suggested wavelet transform for cancelable face recognition system

inferred← citeshttps://doi.org/10.1007/s11042-022-13538-zopenalex-snapshot

Expression invariant face recognition based on multi-level feature fusion and transfer learning technique

inferred← citeshttps://doi.org/10.1007/s11042-022-13653-xopenalex-snapshot

Enhancing the accuracy of a human emotion recognition method using spatial temporal graph convolutional networks

inferred← citeshttps://doi.org/10.1007/s11042-023-14750-1openalex-snapshot

Gender and ethnicity classification of the 3D nose region based on scaling invariant harmonic wave kernel signature

inferred← citeshttps://doi.org/10.1007/s11042-023-15336-7openalex-snapshot

Vision-based drone control for autonomous UAV cinematography

inferred← citeshttps://doi.org/10.1007/s11042-023-15710-5openalex-snapshot

Proposed homomorphic DWT for cancelable palmprint recognition technique

inferred← citeshttps://doi.org/10.1007/s11042-023-17295-5openalex-snapshot

Quality-aware face alignment using high-resolution spatial dependencies

inferred← citeshttps://doi.org/10.1007/s11042-023-17343-0openalex-snapshot

An efficient multitasking cascade network for arteriovenous segmentation using dual-modal fundus images

inferred← citeshttps://doi.org/10.1007/s11042-023-17612-yopenalex-snapshot

Dcrff-Lhrf: an improvised methodology for efficient land-cover classification on eurosat dataset

inferred← citeshttps://doi.org/10.1007/s11042-023-17731-6openalex-snapshot

6DFLRNet: 6D rotation representation for head pose estimation based on facial landmarks and regression

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