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Retail store dataset augmentation
The need to incorporate artificial intelligence in real-life scenarios and essentially improve...
Reconstruction and texturing of humans using deep neural networks
Capturing the shape and appearance of a human has been a significant first step for applications...
Real-time understanding of outdoor environments
One of the main research challenges in the area of autonomous navigation (e.g. self-driving cars),
Supervised City Mesh texturing via deep neural networks
Supervised deep learning approaches sometimes is limited due to the lack of data for specific...
Object and Scene Synthesis via deep neural networks
Synthesizing 3D objects and 3D scenes has received a great deal of attention in recent years due...
Urban Semantic Understanding
Semantic understanding of urban data (e.g. buildings, streets, neighborhoods) is critical for...
Semantic 3D Segmentation for Scene Understanding
Semantic 3D segmentation is a task essential to applications that require an understanding of...