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Abstract: High-quality image captions play a crucial role in improving the performance of cross-modal applications such as text-to-image generation, text-to-video generation, and text-image retrieval.

Abstract: This study examines the current academic relationship between computer vision and deep artificial intelligence (AI) in the context of virtual reality, augmented reality, and mixed reality.