Deep learning for depression recognition with audiovisual cues: A review
With the acceleration of the pace of work and life, people are facing more and more
pressure, which increases the probability of suffering from depression. However, many …
pressure, which increases the probability of suffering from depression. However, many …
Automatic assessment of depression based on visual cues: A systematic review
Automatic depression assessment based on visual cues is a rapidly growing research
domain. The present exhaustive review of existing approaches as reported in over sixty …
domain. The present exhaustive review of existing approaches as reported in over sixty …
Machine learning based approaches for clinical and non-clinical depression recognition and depression relapse prediction using audiovisual and EEG modalities: A …
S Yasin, A Othmani, I Raza, SA Hussain - Computers in Biology and …, 2023 - Elsevier
Mental disorders are rapidly increasing each year and have become a major challenge
affecting the social and financial well-being of individuals. There is a need for phenotypic …
affecting the social and financial well-being of individuals. There is a need for phenotypic …
DepNet: An automated industrial intelligent system using deep learning for video‐based depression analysis
As a common mental disorder, depression has attracted many researchers from affective
computing field to estimate the depression severity. However, existing approaches based on …
computing field to estimate the depression severity. However, existing approaches based on …
Interpreting depression from question-wise long-term video recording of SDS evaluation
W **e, L Liang, Y Lu, C Wang, J Shen… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
Self-Rating Depression Scale (SDS) questionnaire has frequently been used for efficient
depression preliminary screening. However, the uncontrollable self-administered measure …
depression preliminary screening. However, the uncontrollable self-administered measure …
Automated screening for distress: A perspective for the future
Distress is a complex condition, which affects a significant percentage of cancer patients and
may lead to depression, anxiety, sadness, suicide and other forms of psychological …
may lead to depression, anxiety, sadness, suicide and other forms of psychological …
Multimodal depression recognition with dynamic visual and audio cues
In this paper, we present our system design for audio visual multi-modal depression
recognition. To improve the estimation accuracy of the Beck Depression Inventory (BDI) …
recognition. To improve the estimation accuracy of the Beck Depression Inventory (BDI) …
A review on depression detection and diagnoses based on visual facial cues
Computerized artificial intelligent machines and devices are invading all human life details
rapidly. Verities of algorithms have been proposed to achieve results that can match or …
rapidly. Verities of algorithms have been proposed to achieve results that can match or …
Applying computer vision techniques to depression symptomatology through eye blink patterns in university students
L Moharana, N Das, S Nayak… - Educational and …, 2024 - Taylor & Francis
Objective The increasing rate of depression among university students is a cause of great
concern worldwide. With the recent growth in computer vision technology, eye movement …
concern worldwide. With the recent growth in computer vision technology, eye movement …
Automatic detection of visual cues associated to depression
A Pampouchidou - 2018 - theses.hal.science
Depression is the most prevalent mood disorder worldwide having a significant impact on
well-being and functionality, and important personal, family and societal effects. The early …
well-being and functionality, and important personal, family and societal effects. The early …