Author(s):
Xilei Zeng chenkun ge bangke sun boning su
Description:
Multi-view stereo reconstruction was achieved with a small amount of computation, the model was trained on the dtu dataset, and a more complete reconstruction was performed on Tanks and samples
Method parameters:
('--numdepth', type=int, default=192, help='the number of depth values')
('--loadckpt', default=None, help='load a specific checkpoint')
('--outdir', default='./outputs', help='output dir')
('--display', action='store_true', help='display depth images and masks')
('--share_cr', action='store_true', help='whether share the cost volume regularization')
('--ndepths', type=str, default="48,32,8", help='ndepths')
('--depth_inter_r', type=str, default="4,2,1", help='depth_intervals_ratio')
('--cr_base_chs', type=str, default="8,8,8,8", help='cost regularization base channels')
('--grad_method', type=str, default="detach", choices=["detach", "undetach"], help='grad method')
('--interval_scale', type=float, required=True, help='the depth interval scale')
('--num_view', type=int, default=5, help='num of view')
('--max_h', type=int, default=864, help='testing max h')
('--max_w', type=int, default=1152, help='testing max w')
Used image set:
Reconstructions from provided image set
Publication:
Software or method website:
Error Visualization:
| Precision | Recall |