A Hierarchical Separation and Classification Network for Dynamic Micro-Expression Classification

QR Code

A Hierarchical Separation and Classification Network for Dynamic Micro-Expression Classification

Models of seven discrete expressions developed using macro-level facial muscle variations would suffice identifying macro-level expressions of affective states. These models won’t discretise continuous and dynamic micro-level variations in facial expressions. We present a Hierarchical Separation an...

Full description

Bibliographic Details
Main Authors:	Vice, Jordan, Khan, Masood, Tan, Tele, Murray, Iain, Yanushkevich, Svetlana
Format:	Journal Article
Published:	2023
Subjects:	Cosine similarity-based separation, Hierarchical classification, Micro-expression detection, Affective state assessment, Facial expression classification, Rule-based systems
Online Access:	Curtin University http://hdl.handle.net/20.500.11937/93940

Similar Items

Efficacy of Biophysiological Measurements at FTFPs for Facial Expression Classification: A Validation
by: Khan, Masood Mehmood, et al.
Published: (2012)

Validation of a quantifier-based fuzzy classification system for breast cancer patients on external independent cohorts
by: Soria, Daniele, et al.
Published: (2016)

Optimising rule-based classification in temporal data
by: Fattah, Polla, et al.
Published: (2016)

New Learning Models for Generating Classification Rules Based on Rough Set Approach
by: Al Shalabi, Luai Abdel Lateef
Published: (2000)

Labelling strategies for hierarchical multi-label classification techniques
by: Triguero, Isaac, et al.
Published: (2016)

Integrated framework with association analysis for gene selection in microarray data classification
by: Ong, Huey Fang
Published: (2011)

Distributed incremental fingerprint identification with reduced database penetration rate using a hierarchical classification based on feature fusion and selection
by: Peralta, Daniel, et al.
Published: (2017)

The application of classification methods to the gross error detection problem
by: Gerber, E., et al.
Published: (2014)

Developing and improving methods for robust ensemble classification: an aggregation operator and clustering-classification approach
by: Agrawal, Utkarsh
Published: (2019)

Stain separation, cell classification and histochemical score in digital histopathology images
by: Liu, Jingxin
Published: (2018)

Face Detection Technique Based on Skin Color and Facial Features
by: Mohamed Alajel, Khalid
Published: (2005)

New approaches for the integration of the discrete cosine transform in neural networks for fine-grained image classification
by: Tan, Kelvin Sim Zhen
Published: (2025)

AV+ EC 2015--the first affect recognition challenge bridging across audio, video, and physiological data
by: Ringeval, Fabien, et al.
Published: (2015)

AVEC 2016 – Depression, mood, and emotion recognition workshop and challenge
by: Valstar, Michel F., et al.
Published: (2016)

Artificial neural network system for cell classification using single cell RNA expression
by: Lin, Xin, et al.
Published: (2021)

Using rule-based machine learning for candidate disease gene prioritization and sample classification of cancer gene expression data
by: Glaab, Enrico, et al.
Published: (2012)

Measuring emotional response towards aroma attributes in beer; a comparison of self-report, physiological and facial expression measures
by: Beyts, Camilla
Published: (2016)

3D-based multi-ethnic facial expression database and recognition system
by: Rabiu, Habibu
Published: (2013)

Phylogenetic classification of the world’s tropical forests
by: Slik, J.W. Ferry, et al.
Published: (2018)

Boundaries for use in wheat variety classification use in Australia
by: Williams, Richard Malcolm
Published: (2006)

Data classification using the Dempster-Shafer method
by: Chen, Qi, et al.
Published: (2014)

ELSA: a new local indicator for spatial association
by: Hamm, Nicholas A.S., et al.
Published: (2021)

Polychotomiser for case-based reasoning beyond the traditional Bayesian classification approach
by: Isa, Dino, et al.
Published: (2008)

A sentiment based approach to pattern discovery and classification in social media
by: Nguyen, Thin K.
Published: (2012)

Classification of supply chain knowledge: A morphological approach
by: Sudhindra, S., et al.
Published: (2014)

Dissociating neural signatures of mental state retrodiction and classification based on facial expressions
by: Kang, Kathleen, et al.
Published: (2018)

Ontology-Learning-Based Focused Crawling for Online Service Advertising Information Discovery and Classification
by: Dong, Hai, et al.
Published: (2012)

Intuitionistic fuzzy similarity measures and their role in classification
by: Baccour, Leila, et al.
Published: (2015)

Adaptive Classification of Occluded Facial Expressions of Affective States
by: Vice, Jordan, et al.
Published: (2022)

Cross-database representation and transfer learning of facial expressions
by: Almaev, Timur
Published: (2018)

Seven- to 11-year-olds’ developing ability to recognize natural facial expressions of basic emotions
by: Lang, Kathleen, et al.
Published: (2017)

Automatic analysis of facial actions: a survey
by: Martinez, Brais, et al.
Published: (2017)

The role of language and culture in face and scene processing and description strategies
by: Lee, Ai-Suan
Published: (2018)

A novel facial expression recognition based on the curevlet features
by: Zhou, Juxiang, et al.
Published: (2010)

Soil-Landscape Relationships in Kedah - A Study in Soil Genesis and Classification
by: Lim, Jit Sai
Published: (1991)

Classification of foot drop gait characteristic due to lumbar radiculopathy using machine learning algorithms
by: Sharif Bidabadi, Shiva, et al.
Published: (2019)

The application of rock mass classification principles to coal mine design
by: Whittles, David N.
Published: (2000)

Automatic image annotation applied to habitat classification
by: Torres Torres, Mercedes
Published: (2015)

Automated plant classification system using a hybrid of shape and color features of the leaf
by: Hamid, Laith Emad
Published: (2016)

Research classification and the social sciences and humanities in Australia: (Mis)Matching organisational unit contribution and the impact of collaboration
by: Haddow, Gaby
Published: (2015)

Cannot write session to /tmp/vufind_sessions/sess_22oajju3k8272gpee3iqdtftqt