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Facial Expression Recognition (FER)

태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.

전체 기법전체 데이터셋
하위 태스크
5
평가표
25
보존된 평가 기록
167

Facial Expression Recognition (FER) is a computer vision task aimed at identifying and categorizing emotional expressions depicted on a human face. The goal is to automate the process of determining emotions in real-time, by analyzing the various features of a face such as eyebrows, eyes, mouth, and other features, and mapping them to a set of emotions such as anger, fear, surprise, sadness and happiness.

<span style="color:grey; opacity: 0.6">( Image credit: DeXpression )</span>

평가 결과

데이터셋과 평가 조건을 선택해 성능·논문·코드를 비교하세요. 보존된 Papers with Code 기록으로, 최신 순위는 아닙니다.

AffectNet

원본 태스크: Face Reconstruction / 3D Face Reconstruction / Facial Recognition and Modelling / Facial Expression Recognition (FER)

평가 기록 50건

RAF-DB

원본 태스크: Face Reconstruction / 3D Face Reconstruction / Facial Recognition and Modelling / Facial Expression Recognition (FER)

평가 기록 35건

FER2013

원본 태스크: Face Reconstruction / 3D Face Reconstruction / Facial Recognition and Modelling / Facial Expression Recognition (FER)

평가 기록 17건

FER+

원본 태스크: Face Reconstruction / 3D Face Reconstruction / Facial Recognition and Modelling / Facial Expression Recognition (FER)

평가 기록 14건

CK+

원본 태스크: Face Reconstruction / 3D Face Reconstruction / Facial Recognition and Modelling / Facial Expression Recognition (FER)

평가 기록 7건

FERPlus

원본 태스크: Face Reconstruction / 3D Face Reconstruction / Facial Recognition and Modelling / Facial Expression Recognition (FER)

평가 기록 4건

JAFFE

원본 태스크: Face Reconstruction / 3D Face Reconstruction / Facial Recognition and Modelling / Facial Expression Recognition (FER)

평가 기록 4건

SFEW

원본 태스크: Face Reconstruction / 3D Face Reconstruction / Facial Recognition and Modelling / Facial Expression Recognition (FER)

평가 기록 4건

Aff-Wild2

원본 태스크: Face Reconstruction / 3D Face Reconstruction / Facial Recognition and Modelling / Facial Expression Recognition (FER)

평가 기록 2건

BP4D

원본 태스크: Face Reconstruction / 3D Face Reconstruction / Facial Recognition and Modelling / Facial Expression Recognition (FER)

평가 기록 2건

DISFA

원본 태스크: Face Reconstruction / 3D Face Reconstruction / Facial Recognition and Modelling / Facial Expression Recognition (FER)

평가 기록 2건

FERG

원본 태스크: Face Reconstruction / 3D Face Reconstruction / Facial Recognition and Modelling / Facial Expression Recognition (FER)

평가 기록 2건

MMI

원본 태스크: Face Reconstruction / 3D Face Reconstruction / Facial Recognition and Modelling / Facial Expression Recognition (FER)

평가 기록 2건

Oulu-CASIA

원본 태스크: Face Reconstruction / 3D Face Reconstruction / Facial Recognition and Modelling / Facial Expression Recognition (FER)

평가 기록 2건

Real-World Affective Faces

원본 태스크: Face Reconstruction / 3D Face Reconstruction / Facial Recognition and Modelling / Facial Expression Recognition (FER)

평가 기록 2건

Static Facial Expressions in the Wild

원본 태스크: Face Reconstruction / 3D Face Reconstruction / Facial Recognition and Modelling / Facial Expression Recognition (FER)

평가 기록 2건

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원본 태스크: Face Reconstruction / 3D Face Reconstruction / Facial Recognition and Modelling / Facial Expression Recognition (FER) / 3D Facial Expression Recognition

평가 기록 1건

2017_test set

원본 태스크: Face Reconstruction / 3D Face Reconstruction / Facial Recognition and Modelling / Facial Expression Recognition (FER) / 3D Facial Expression Recognition

평가 기록 1건

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원본 태스크: Face Reconstruction / 3D Face Reconstruction / Facial Recognition and Modelling / Facial Expression Recognition (FER)

평가 기록 1건

CAER

원본 태스크: Face Reconstruction / 3D Face Reconstruction / Facial Recognition and Modelling / Facial Expression Recognition (FER)

평가 기록 1건

CASME II

원본 태스크: Face Reconstruction / 3D Face Reconstruction / Facial Recognition and Modelling / Facial Expression Recognition (FER) / Micro-Expression Recognition

평가 기록 1건

Cohn-Kanade

원본 태스크: Face Reconstruction / 3D Face Reconstruction / Facial Recognition and Modelling / Facial Expression Recognition (FER)

평가 기록 1건

CREMA-D

원본 태스크: Face Reconstruction / 3D Face Reconstruction / Facial Recognition and Modelling / Facial Expression Recognition (FER)

평가 기록 1건

DISFA

원본 태스크: Face Reconstruction / 3D Face Reconstruction / Facial Recognition and Modelling / Facial Expression Recognition (FER) / Smile Recognition

평가 기록 1건

ExpW

원본 태스크: Face Reconstruction / 3D Face Reconstruction / Facial Recognition and Modelling / Facial Expression Recognition (FER)

평가 기록 1건

RaFD

원본 태스크: Face Reconstruction / 3D Face Reconstruction / Facial Recognition and Modelling / Facial Expression Recognition (FER)

평가 기록 1건

RAVDESS

원본 태스크: Face Reconstruction / 3D Face Reconstruction / Facial Recognition and Modelling / Facial Expression Recognition (FER)

평가 기록 1건

SAVEE

원본 태스크: Face Reconstruction / 3D Face Reconstruction / Facial Recognition and Modelling / Facial Expression Recognition (FER)

평가 기록 1건

출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.