4.6 Article

Two-Stream Attention Network for Pain Recognition from Video Sequences

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Automation & Control Systems

Deep Pain: Exploiting Long Short-Term Memory Networks for Facial Expression Classification

Pau Rodriguez et al.

Summary: This paper proposes an automatic system for pain assessment, which outperforms the latest techniques by feeding the raw frames to deep learning models and considering the temporal relation and whole image. The research achieves competitive results in the UNBC-McMaster Shoulder Pain Expression Archive Database and the Cohn Kanade+ facial expression database.

IEEE TRANSACTIONS ON CYBERNETICS (2022)

Article Computer Science, Artificial Intelligence

Multi-Modal Pain Intensity Recognition Based on the SenseEmotion Database

Patrick Thiam et al.

Summary: The subjective nature of pain makes it challenging to assess, as pain perception and expression are influenced by various factors such as personality traits, physical and psychological health state. The paper assesses fusion architectures for multi-modal pain intensity classification, combining audio, video, and physiological channels to improve performance of the pain recognition system, achieving high classification rates in 2-class, 3-class, and 4-class pain intensity tasks.

IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2021)

Article Chemistry, Analytical

Exploring Deep Physiological Models for Nociceptive Pain Recognition

Patrick Thiam et al.

SENSORS (2019)

Article Computer Science, Artificial Intelligence

Automatic Pain Assessment with Facial Activity Descriptors

Philipp Werner et al.

IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2017)

Article Neurosciences

Physiological Signal-Based Method for Measurement of Pain Intensity

Yaqi Chu et al.

FRONTIERS IN NEUROSCIENCE (2017)

Article Computer Science, Artificial Intelligence

Adaptive confidence learning for the personalization of pain intensity estimation systems

Markus Kachele et al.

EVOLVING SYSTEMS (2017)

Article Engineering, Electrical & Electronic

Methods for Person-Centered Continuous Pain Intensity Assessment From Bio-Physiological Channels

Markus Kaechele et al.

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING (2016)

Article Computer Science, Artificial Intelligence

The Automatic Detection of Chronic Pain-Related Expression: Requirements, Challenges and the Multimodal EmoPain Dataset

Min S. H. Aung et al.

IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2016)

Review Computer Science, Artificial Intelligence

A survey of multi-view machine learning

Shiliang Sun

NEURAL COMPUTING & APPLICATIONS (2013)

Article Computer Science, Artificial Intelligence

Motion history image: its variants and applications

Md. Atiqur Rahman Ahad et al.

MACHINE VISION AND APPLICATIONS (2012)

Article Computer Science, Artificial Intelligence

Dynamic texture recognition using local binary patterns with an application to facial expressions

Guoying Zhao et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2007)

Article Computer Science, Artificial Intelligence

Application-independent evaluation of speaker detection

N Brümmer et al.

COMPUTER SPEECH AND LANGUAGE (2006)

Article Computer Science, Artificial Intelligence

Random forests

L Breiman

MACHINE LEARNING (2001)

Article Computer Science, Artificial Intelligence

The recognition of human movement using temporal templates

AF Bobick et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2001)