Context-Sensitive Single-Modality Image Emotion Analysis: A Unified Architecture from Dataset Construction to CNN Classification

• Published in: Proceedings - International Conference on Image Processing pp. 1932 - 1936
• Main Authors: Balouchian, Pooyan, Foroosh, Hassan
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.10.2018
• Subjects: Context modeling; Context-Sensitive Emotion Analysis; Emotion recognition; Erbium; Pregnancy; Single-Modality Classification; Training; Visualization; Wheels

Still image emotion recognition is receiving increasing attention in recent years due to the tremendous amount of social media content on the Web. Opinion mining, visual emotion analysis, search and retrieval are among the application areas to name a few. Works are published on the subject, offering...