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 …

Depression has become one of the most common mental illnesses in the world. For better
prediction and diagnosis, methods of automatic depression recognition based on speech …

Medical professionals diagnose depression by interpreting the responses of individuals to a
variety of questions, probing lifestyle changes and ongoing thoughts. Like professionals, an …

To help clinicians to efficiently diagnose the severity of a person's depression, the affective
computing community and the artificial intelligence field have shown a growing interest in …

Depression is a serious and common psychological disorder that requires early diagnosis
and treatment. In severe episodes the condition may result in suicidal thoughts. Recently …

This paper addresses multi-modal depression analysis. We propose a multi-modal fusion
framework composed of deep convolutional neural network (DCNN) and deep neural …

Depression is a serious mental disorder affecting millions of people all over the world.
Traditional clinical diagnosis methods are subjective, complicated and require extensive …

Major depressive disorder is a common mental disorder that affects almost 7% of the adult
US population. The 2017 Audio/Visual Emotion Challenge (AVEC) asks participants to build …

Depression is a serious mental disorder that affects millions of people all over the world.
Traditional clinical diagnosis methods are subjective, complicated and need extensive …

The proportion of individuals with depression has rapidly increased along with the growth of
the global population. Depression has been the currently most prevalent mental health …