A comprehensive overview of different techniques used in emotion recognition and discusses recent developments, perspectives, and applications in the field. Emotion recognition research uses non-physiological signals like facial expression, speech, and body movement, as well as physiological signals and images like GSR, HR, ECG, fMRI, EEG and MEG.