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by dllu 3831 days ago
Most structure from motion or monocular SLAM algorithms use some kind of feature tracking and then estimate a dense reconstruction after they optimize the locations of all the cameras and all the features.

But it's not the only way. There's one notable alternative method, which is LSD-SLAM: https://github.com/tum-vision/lsd_slam

In general, it's extremely hard to get good quality models from a cellphone camera. Believe me, thousands of innovative researchers are trying their best to make it better.