Is this Generated Person Existed in Real-world? Fine-grained Detecting and Calibrating Abnormal Human-body

Understand

Recent improvements in visual synthesis have significantly enhanced the depiction of generated human photos, which are pivotal due to their wide applicability and demand.

• Nonetheless, the existing text-to-image or text-to-video models often generate low-quality human photos that might differ considerably from real-world body structures, referred to as "abnormal human bodies".
• Such abnormalities, typically deemed unacceptable, pose considerable challenges in the detection and repair of them within human photos.
• These challenges require precise abnormality recognition capabilities, which entail pinpointing both the location and the abnormality type.