CIS2VR: CNN-based Indoor Scan to VR Environment Authoring Framework

• Published in: 2024 IEEE International Conference on Artificial Intelligence and eXtended and Virtual Reality (AIxVR) pp. 128 - 137
• Main Authors: Kumar, Hiranya, Khargonkar, Ninad, Prabhakaran, Balakrishnan
• Format: Conference Proceeding
• Language: English
• Published: IEEE 17.01.2024
• Subjects: Artificial Intelligence; Convolutional neural networks; Deep Learning; Feature extraction; Layout; Machine Learning; Pose estimation; Shape; Solid modeling; Three-dimensional displays; Virtual Reality

We present CIS2VR (CNN-based Indoor Scan to VR), an authoring framework designed to transform input RGB- D scans captured by conventional sensors into an interactive VR environment. Existing state-of-the-art 3D instance segmentation algorithms are employed to extract object instances from RGB- D sca...