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Age Estimation
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Age Estimation is the task of estimating the age of a person from an image some other kind of data.
<span style="color:grey; opacity: 0.6">( Image credit: BridgeNet )</span>
논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Zero-failure testing of binary classifiers
PERSONA: An Application for Emotion Recognition, Gender Recognition and Age Estimation
SynthBA: Reliable Brain Age Estimation Across Multiple MRI Sequences and Resolutions
Hand bone age estimation using divide and conquer strategy and lightweight convolutional neural networks
Task-adaptive Q-Face
TIMIT Speaker Profiling: A Comparison of Multi-task learning and Single-task learning Approaches
FaceFilterSense: A Filter-Resistant Face Recognition and Facial Attribute Analysis Framework
FaceXFormer: A Unified Transformer for Facial Analysis
Faceptor: A Generalist Model for Face Perception
ChatGPT and biometrics: an assessment of face recognition, gender detection, and age estimation capabilities
Beyond Specialization: Assessing the Capabilities of MLLMs in Age and Gender Estimation
Dual Graph Attention based Disentanglement Multiple Instance Learning for Brain Age Estimation
Comparing Pre-trained Human Language Models: Is it Better with Human Context as Groups, Individual Traits, or Both?
Triamese-ViT: A 3D-Aware Method for Robust Brain Age Estimation from MRIs
CILF-CIAE: CLIP-driven Image-Language Fusion for Correcting Inverse Age Estimation
Multi-Task Faces (MTF) Data Set: A Legally and Ethically Compliant Collection of Face Images for Various Classification Tasks
Predicting Age from White Matter Diffusivity with Residual Learning
P-Age: Pexels Dataset for Robust Spatio-Temporal Apparent Age Classification
Towards Machine Unlearning Benchmarks: Forgetting the Personal Identities in Facial Recognition Systems
Deep Imbalanced Regression via Hierarchical Classification Adjustment
Ordinal Classification with Distance Regularization for Robust Brain Age Prediction
Age Estimation Based on Graph Convolutional Networks and Multi-head Attention Mechanisms
Deep Learning based Systems for Crater Detection: A Review
A Comparative Study of Population-Graph Construction Methods and Graph Neural Networks for Brain Age Regression
Sex-based Disparities in Brain Aging: A Focus on Parkinson's Disease
SwinFace: A Multi-task Transformer for Face Recognition, Expression Recognition, Age Estimation and Attribute Estimation
A step towards understanding why classification helps regression
Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on Regression
FaceSkin: A Privacy Preserving Facial skin patch Dataset for multi Attributes classification
Brain Age Estimation Using Structural MRI: A Clustered Federated Learning Approach
General vs. Long-Tailed Age Estimation: An Approach to Kill Two Birds with One Stone
Learning Subjective Time-Series Data via Utopia Label Distribution Approximation
Does pre-training on brain-related tasks results in better deep-learning-based brain age biomarkers?
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark
MiVOLO: Multi-input Transformer for Age and Gender Estimation
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