Loading bin/image_match.py 0 → 100644 +37 −0 Original line number Diff line number Diff line import os import sys import argparse sys.path.insert(0, os.path.abspath('../autocnet')) from autocnet.graph.network import CandidateGraph from autocnet.fileio.io_controlnetwork import to_isis from autocnet.fileio.io_controlnetwork import write_filelist cg = CandidateGraph.from_adjacency(sys.argv[1], basepath='') # Apply SIFT to extract features cg.extract_features(method='sift', extractor_parameters={'nfeatures': 1000}) # Match cg.match_features() # Apply outlier detection cg.symmetry_checks() cg.ratio_checks() m = cg.edge[0][1].masks # Compute a homography and apply RANSAC cg.compute_fundamental_matrices(clean_keys=['ratio', 'symmetry']) cg.subpixel_register(clean_keys=['fundamental', 'symmetry', 'ratio'], template_size=5, search_size=15) cg.suppress(clean_keys=['fundamental'], k=50) cnet = cg.to_cnet(clean_keys=['subpixel'], isis_serials=True) filelist = cg.to_filelist() write_filelist(filelist, 'TestList.lis') to_isis('TestList.net', cnet, mode='wb', targetname='Moon') Loading
bin/image_match.py 0 → 100644 +37 −0 Original line number Diff line number Diff line import os import sys import argparse sys.path.insert(0, os.path.abspath('../autocnet')) from autocnet.graph.network import CandidateGraph from autocnet.fileio.io_controlnetwork import to_isis from autocnet.fileio.io_controlnetwork import write_filelist cg = CandidateGraph.from_adjacency(sys.argv[1], basepath='') # Apply SIFT to extract features cg.extract_features(method='sift', extractor_parameters={'nfeatures': 1000}) # Match cg.match_features() # Apply outlier detection cg.symmetry_checks() cg.ratio_checks() m = cg.edge[0][1].masks # Compute a homography and apply RANSAC cg.compute_fundamental_matrices(clean_keys=['ratio', 'symmetry']) cg.subpixel_register(clean_keys=['fundamental', 'symmetry', 'ratio'], template_size=5, search_size=15) cg.suppress(clean_keys=['fundamental'], k=50) cnet = cg.to_cnet(clean_keys=['subpixel'], isis_serials=True) filelist = cg.to_filelist() write_filelist(filelist, 'TestList.lis') to_isis('TestList.net', cnet, mode='wb', targetname='Moon')