convolutional neural networks (Other Keyword)

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Breaking Bottlenecks: Replacing MVS Depth Map Estimation with CNNs in Archaeological Photogrammetry (2025)
DOCUMENT Citation Only Alexander B Vail. Jonathan Rodriguez.

This is an abstract from the session entitled "Paper / Report Submission (General Sessions)", at the 2025 annual meeting of the Society for Historical Archaeology. As photogrammetry becomes more prevalent in archaeology and heritage preservation, computational bottlenecks increase costs and limit project scopes. Depth Map generation, a crucial yet computationally intensive step, often struggles with reflective materials. While Multi-View Stereo (MVS) is the common method for these...