Geometric context from a single image

Name: Work Video:
Duration: 3 min 30 s
Derek Hoiem; Alexei A. Efros; Martial Hebert
{'id': 'https://openalex.org/W2155871590', 'doi': 'https://doi.org/10.1109/iccv.2005.107', 'title': 'Geometric context from a single image', 'display_name': 'Geometric context from a single image', 'publication_year': 2005, 'publication_date': '2005-01-01', 'ids': {'openalex': 'https://openalex.org/W2155871590', 'doi': 'https://doi.org/10.1109/iccv.2005.107', 'mag': '2155871590'}, 'language': 'en', 'primary_location': {'is_oa': False, 'landing_page_url': 'https://doi.org/10.1109/iccv.2005.107', 'pdf_url': None, 'source': None, 'license': None, 'license_id': None, 'version': None, 'is_accepted': False, 'is_published': False}, 'type': 'article', 'type_crossref': 'proceedings-article', 'indexed_in': ['crossref'], 'open_access': {'is_oa': True, 'oa_status': 'green', 'oa_url': 'https://figshare.com/articles/journal_contribution/Geometric_Context_from_a_Single_Image/6554984/1/files/12037178.pdf', 'any_repository_has_fulltext': True}, 'authorships': [{'author_position': 'first', 'author': {'id': 'https://openalex.org/A5009682734', 'display_name': 'Derek Hoiem', 'orcid': 'https://orcid.org/0000-0001-6260-5708'}, 'institutions': [{'id': 'https://openalex.org/I74973139', 'display_name': 'Carnegie Mellon University', 'ror': 'https://ror.org/05x2bcf33', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I74973139']}], 'countries': ['US'], 'is_corresponding': False, 'raw_author_name': 'D. Hoiem', 'raw_affiliation_strings': ['Carnegie Mellon University, USA'], 'affiliations': [{'raw_affiliation_string': 'Carnegie Mellon University, USA', 'institution_ids': ['https://openalex.org/I74973139']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5077436220', 'display_name': 'Alexei A. Efros', 'orcid': 'https://orcid.org/0000-0001-5720-8070'}, 'institutions': [{'id': 'https://openalex.org/I74973139', 'display_name': 'Carnegie Mellon University', 'ror': 'https://ror.org/05x2bcf33', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I74973139']}], 'countries': ['US'], 'is_corresponding': False, 'raw_author_name': 'A.A. Efros', 'raw_affiliation_strings': ['Carnegie Mellon University, USA'], 'affiliations': [{'raw_affiliation_string': 'Carnegie Mellon University, USA', 'institution_ids': ['https://openalex.org/I74973139']}]}, {'author_position': 'last', 'author': {'id': 'https://openalex.org/A5075246991', 'display_name': 'Martial Hebert', 'orcid': 'https://orcid.org/0000-0003-4566-5930'}, 'institutions': [{'id': 'https://openalex.org/I74973139', 'display_name': 'Carnegie Mellon University', 'ror': 'https://ror.org/05x2bcf33', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I74973139']}], 'countries': ['US'], 'is_corresponding': False, 'raw_author_name': 'M. Hebert', 'raw_affiliation_strings': ['Carnegie Mellon University, USA'], 'affiliations': [{'raw_affiliation_string': 'Carnegie Mellon University, USA', 'institution_ids': ['https://openalex.org/I74973139']}]}], 'institution_assertions': [], 'countries_distinct_count': 1, 'institutions_distinct_count': 1, 'corresponding_author_ids': [], 'corresponding_institution_ids': [], 'apc_list': None, 'apc_paid': None, 'fwci': 14.727, 'has_fulltext': True, 'fulltext_origin': 'ngrams', 'cited_by_count': 681, 'citation_normalized_percentile': {'value': 0.981553, 'is_in_top_1_percent': False, 'is_in_top_10_percent': True}, 'cited_by_percentile_year': {'min': 99, 'max': 100}, 'biblio': {'volume': None, 'issue': None, 'first_page': '654', 'last_page': '661 Vol. 1'}, 'is_retracted': False, 'is_paratext': False, 'primary_topic': {'id': 'https://openalex.org/T10627', 'display_name': 'Advanced Image and Video Retrieval Techniques', 'score': 0.9995, 'subfield': {'id': 'https://openalex.org/subfields/1707', 'display_name': 'Computer Vision and Pattern Recognition'}, 'field': {'id': 'https://openalex.org/fields/17', 'display_name': 'Computer Science'}, 'domain': {'id': 'https://openalex.org/domains/3', 'display_name': 'Physical Sciences'}}, 'topics': [{'id': 'https://openalex.org/T10627', 'display_name': 'Advanced Image and Video Retrieval Techniques', 'score': 0.9995, 'subfield': {'id': 'https://openalex.org/subfields/1707', 'display_name': 'Computer Vision and Pattern Recognition'}, 'field': {'id': 'https://openalex.org/fields/17', 'display_name': 'Computer Science'}, 'domain': {'id': 'https://openalex.org/domains/3', 'display_name': 'Physical Sciences'}}, {'id': 'https://openalex.org/T10531', 'display_name': 'Advanced Vision and Imaging', 'score': 0.9995, 'subfield': {'id': 'https://openalex.org/subfields/1707', 'display_name': 'Computer Vision and Pattern Recognition'}, 'field': {'id': 'https://openalex.org/fields/17', 'display_name': 'Computer Science'}, 'domain': {'id': 'https://openalex.org/domains/3', 'display_name': 'Physical Sciences'}}, {'id': 'https://openalex.org/T10191', 'display_name': 'Robotics and Sensor-Based Localization', 'score': 0.9988, 'subfield': {'id': 'https://openalex.org/subfields/2202', 'display_name': 'Aerospace Engineering'}, 'field': {'id': 'https://openalex.org/fields/22', 'display_name': 'Engineering'}, 'domain': {'id': 'https://openalex.org/domains/3', 'display_name': 'Physical Sciences'}}], 'keywords': [{'id': 'https://openalex.org/keywords/geometric-transformation', 'display_name': 'Geometric transformation', 'score': 0.50337}, {'id': 'https://openalex.org/keywords/scene-statistics', 'display_name': 'Scene statistics', 'score': 0.46169648}, {'id': 'https://openalex.org/keywords/geometric-modeling', 'display_name': 'Geometric Modeling', 'score': 0.45484576}], 'concepts': [{'id': 'https://openalex.org/C154945302', 'wikidata': 'https://www.wikidata.org/wiki/Q11660', 'display_name': 'Artificial intelligence', 'level': 1, 'score': 0.784189}, {'id': 'https://openalex.org/C31972630', 'wikidata': 'https://www.wikidata.org/wiki/Q844240', 'display_name': 'Computer vision', 'level': 1, 'score': 0.70955163}, {'id': 'https://openalex.org/C41008148', 'wikidata': 'https://www.wikidata.org/wiki/Q21198', 'display_name': 'Computer science', 'level': 0, 'score': 0.6536386}, {'id': 'https://openalex.org/C115961682', 'wikidata': 'https://www.wikidata.org/wiki/Q860623', 'display_name': 'Image (mathematics)', 'level': 2, 'score': 0.52442086}, {'id': 'https://openalex.org/C2779343474', 'wikidata': 'https://www.wikidata.org/wiki/Q3109175', 'display_name': 'Context (archaeology)', 'level': 2, 'score': 0.5068751}, {'id': 'https://openalex.org/C56435381', 'wikidata': 'https://www.wikidata.org/wiki/Q1196371', 'display_name': 'Geometric transformation', 'level': 3, 'score': 0.50337}, {'id': 'https://openalex.org/C2781238097', 'wikidata': 'https://www.wikidata.org/wiki/Q175026', 'display_name': 'Object (grammar)', 'level': 2, 'score': 0.49813747}, {'id': 'https://openalex.org/C2776151529', 'wikidata': 'https://www.wikidata.org/wiki/Q3045304', 'display_name': 'Object detection', 'level': 3, 'score': 0.49223343}, {'id': 'https://openalex.org/C177264268', 'wikidata': 'https://www.wikidata.org/wiki/Q1514741', 'display_name': 'Set (abstract data type)', 'level': 2, 'score': 0.47898912}, {'id': 'https://openalex.org/C197654239', 'wikidata': 'https://www.wikidata.org/wiki/Q7430757', 'display_name': 'Scene statistics', 'level': 3, 'score': 0.46169648}, {'id': 'https://openalex.org/C104065381', 'wikidata': 'https://www.wikidata.org/wiki/Q1002535', 'display_name': 'Geometric modeling', 'level': 2, 'score': 0.45484576}, {'id': 'https://openalex.org/C64876066', 'wikidata': 'https://www.wikidata.org/wiki/Q5141226', 'display_name': 'Cognitive neuroscience of visual object recognition', 'level': 3, 'score': 0.44377485}, {'id': 'https://openalex.org/C153180895', 'wikidata': 'https://www.wikidata.org/wiki/Q7148389', 'display_name': 'Pattern recognition (psychology)', 'level': 2, 'score': 0.40851963}, {'id': 'https://openalex.org/C33923547', 'wikidata': 'https://www.wikidata.org/wiki/Q395', 'display_name': 'Mathematics', 'level': 0, 'score': 0.30526978}, {'id': 'https://openalex.org/C205649164', 'wikidata': 'https://www.wikidata.org/wiki/Q1071', 'display_name': 'Geography', 'level': 0, 'score': 0.07787454}, {'id': 'https://openalex.org/C2524010', 'wikidata': 'https://www.wikidata.org/wiki/Q8087', 'display_name': 'Geometry', 'level': 1, 'score': 0.0}, {'id': 'https://openalex.org/C166957645', 'wikidata': 'https://www.wikidata.org/wiki/Q23498', 'display_name': 'Archaeology', 'level': 1, 'score': 0.0}, {'id': 'https://openalex.org/C169760540', 'wikidata': 'https://www.wikidata.org/wiki/Q207011', 'display_name': 'Neuroscience', 'level': 1, 'score': 0.0}, {'id': 'https://openalex.org/C26760741', 'wikidata': 'https://www.wikidata.org/wiki/Q160402', 'display_name': 'Perception', 'level': 2, 'score': 0.0}, {'id': 'https://openalex.org/C86803240', 'wikidata': 'https://www.wikidata.org/wiki/Q420', 'display_name': 'Biology', 'level': 0, 'score': 0.0}, {'id': 'https://openalex.org/C199360897', 'wikidata': 'https://www.wikidata.org/wiki/Q9143', 'display_name': 'Programming language', 'level': 1, 'score': 0.0}], 'mesh': [], 'locations_count': 2, 'locations': [{'is_oa': False, 'landing_page_url': 'https://doi.org/10.1109/iccv.2005.107', 'pdf_url': None, 'source': None, 'license': None, 'license_id': None, 'version': None, 'is_accepted': False, 'is_published': False}, {'is_oa': True, 'landing_page_url': 'https://figshare.com/articles/journal_contribution/Geometric_Context_from_a_Single_Image/6554984', 'pdf_url': 'https://figshare.com/articles/journal_contribution/Geometric_Context_from_a_Single_Image/6554984/1/files/12037178.pdf', 'source': {'id': 'https://openalex.org/S4306402621', 'display_name': 'INDIGO (University of Illinois at Chicago)', 'issn_l': None, 'issn': None, 'is_oa': True, 'is_in_doaj': False, 'is_core': False, 'host_organization': 'https://openalex.org/I39422238', 'host_organization_name': 'University of Illinois Chicago', 'host_organization_lineage': ['https://openalex.org/I39422238'], 'host_organization_lineage_names': ['University of Illinois Chicago'], 'type': 'repository'}, 'license': 'cc-by', 'license_id': 'https://openalex.org/licenses/cc-by', 'version': 'submittedVersion', 'is_accepted': False, 'is_published': False}], 'best_oa_location': {'is_oa': True, 'landing_page_url': 'https://figshare.com/articles/journal_contribution/Geometric_Context_from_a_Single_Image/6554984', 'pdf_url': 'https://figshare.com/articles/journal_contribution/Geometric_Context_from_a_Single_Image/6554984/1/files/12037178.pdf', 'source': {'id': 'https://openalex.org/S4306402621', 'display_name': 'INDIGO (University of Illinois at Chicago)', 'issn_l': None, 'issn': None, 'is_oa': True, 'is_in_doaj': False, 'is_core': False, 'host_organization': 'https://openalex.org/I39422238', 'host_organization_name': 'University of Illinois Chicago', 'host_organization_lineage': ['https://openalex.org/I39422238'], 'host_organization_lineage_names': ['University of Illinois Chicago'], 'type': 'repository'}, 'license': 'cc-by', 'license_id': 'https://openalex.org/licenses/cc-by', 'version': 'submittedVersion', 'is_accepted': False, 'is_published': False}, 'sustainable_development_goals': [{'display_name': 'Sustainable cities and communities', 'score': 0.69, 'id': 'https://metadata.un.org/sdg/11'}], 'grants': [], 'datasets': [], 'versions': [], 'referenced_works_count': 37, 'referenced_works': ['https://openalex.org/W1489405158', 'https://openalex.org/W1538001179', 'https://openalex.org/W1546961578', 'https://openalex.org/W1590283725', 'https://openalex.org/W1592011777', 'https://openalex.org/W1924378756', 'https://openalex.org/W1971453138', 'https://openalex.org/W1992825118', 'https://openalex.org/W1999478155', 'https://openalex.org/W2024046085', 'https://openalex.org/W2033819227', 'https://openalex.org/W2081709959', 'https://openalex.org/W2095844239', 'https://openalex.org/W2104125540', 'https://openalex.org/W2107640784', 'https://openalex.org/W2109363615', 'https://openalex.org/W2117301471', 'https://openalex.org/W2121871678', 'https://openalex.org/W2121947440', 'https://openalex.org/W2124108803', 'https://openalex.org/W2124189704', 'https://openalex.org/W2128197086', 'https://openalex.org/W2131992491', 'https://openalex.org/W2151285962', 'https://openalex.org/W2151996626', 'https://openalex.org/W2156539399', 'https://openalex.org/W2158355041', 'https://openalex.org/W2163490908', 'https://openalex.org/W2166761907', 'https://openalex.org/W2209124607', 'https://openalex.org/W2799061466', 'https://openalex.org/W2911355490', 'https://openalex.org/W3097096317', 'https://openalex.org/W3151111735', 'https://openalex.org/W4230946174', 'https://openalex.org/W4235111023', 'https://openalex.org/W4237530645'], 'related_works': ['https://openalex.org/W4387272257', 'https://openalex.org/W4220701978', 'https://openalex.org/W3188279632', 'https://openalex.org/W3113701594', 'https://openalex.org/W2573606541', 'https://openalex.org/W2387597740', 'https://openalex.org/W2332420753', 'https://openalex.org/W2098430310', 'https://openalex.org/W1862131709', 'https://openalex.org/W1503134807'], 'abstract_inverted_index': {'Many': [0], 'computer': [1], 'vision': [2], 'algorithms': [3], 'limit': [4], 'their': [5], 'performance': [6, 87], 'by': [7, 30], 'ignoring': [8], 'the': [9, 15, 23, 45, 55, 86], 'underlying': [10], '3D': [11, 46], 'geometric': [12, 25, 35, 76], 'structure': [13, 66], 'in': [14, 38, 111], 'image.': [16], 'We': [17, 57, 92], 'show': [18], 'that': [19], 'we': [20], 'can': [21, 80], 'estimate': [22], 'coarse': [24], 'properties': [26], 'of': [27, 34, 48, 88, 98, 104], 'a': [28, 59, 68, 94, 102], 'scene': [29, 65], 'learning': [31], 'appearance-based': [32], 'models': [33], 'classes,': [36], 'even': [37], 'cluttered': [39], 'natural': [40], 'scenes.': [41], 'Geometric': [42], 'classes': [43], 'describe': [44], 'orientation': [47], 'an': [49], 'image': [50, 70], 'region': [51], 'with': [52], 'respect': [53], 'to': [54, 84], 'camera.': [56], 'provide': [58, 93], 'multiple-hypothesis': [60], 'framework': [61], 'for': [62, 74], 'robustly': [63], 'estimating': [64], 'from': [67], 'single': [69], 'and': [71, 107, 116], 'obtaining': [72], 'confidences': [73, 79], 'each': [75], 'label.': [77], 'These': [78], 'then': [81], 'be': [82], 'used': [83], 'improve': [85], 'many': [89], 'other': [90], 'applications.': [91], 'thorough': [95], 'quantitative': [96], 'evaluation': [97], 'our': [99], 'algorithm': [100], 'on': [101], 'set': [103], 'outdoor': [105], 'images': [106], 'demonstrate': [108], 'its': [109], 'usefulness': [110], 'two': [112], 'applications:': [113], 'object': [114], 'detection': [115], 'automatic': [117], 'single-view': [118], 'reconstruction.': [119]}, 'cited_by_api_url': 'https://api.openalex.org/works?filter=cites:W2155871590', 'counts_by_year': [{'year': 2024, 'cited_by_count': 3}, {'year': 2023, 'cited_by_count': 11}, {'year': 2022, 'cited_by_count': 19}, {'year': 2021, 'cited_by_count': 21}, {'year': 2020, 'cited_by_count': 33}, {'year': 2019, 'cited_by_count': 40}, {'year': 2018, 'cited_by_count': 36}, {'year': 2017, 'cited_by_count': 35}, {'year': 2016, 'cited_by_count': 56}, {'year': 2015, 'cited_by_count': 44}, {'year': 2014, 'cited_by_count': 61}, {'year': 2013, 'cited_by_count': 44}, {'year': 2012, 'cited_by_count': 41}], 'updated_date': '2024-12-22T22:40:33.985955', 'created_date': '2016-06-24'}
Publication Information

Basic Information

Access and Citation

AI Researcher Chatbot

Primary Location

Authors

Topics

Keywords

Related Works
