{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,4]],"date-time":"2025-05-04T00:55:58Z","timestamp":1746320158846},"publisher-location":"California","reference-count":0,"publisher":"International Joint Conferences on Artificial Intelligence Organization","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,7]]},"abstract":"<jats:p>Inspired by the recent advance of image-based object reconstruction using deep learning, we present\u00a0an active reconstruction model using a guided view\u00a0planner. We aim to reconstruct a 3D model using\u00a0images observed from a planned sequence of informative and discriminative views. But where are\u00a0such informative and discriminative views around\u00a0an object? To address this we propose a unified\u00a0model for view planning and object reconstruction,\u00a0which is utilized to learn a guided information acquisition model and to aggregate information from\u00a0a sequence of images for reconstruction. Experiments show that our model (1) increases our reconstruction accuracy with an increasing number\u00a0of views (2) and generally predicts a more informative sequence of views for object reconstruction\u00a0compared to other alternative methods.<\/jats:p>","DOI":"10.24963\/ijcai.2018\/689","type":"proceedings-article","created":{"date-parts":[[2018,7,5]],"date-time":"2018-07-05T01:49:10Z","timestamp":1530755350000},"page":"4965-4971","source":"Crossref","is-referenced-by-count":14,"title":["Active Object Reconstruction Using a Guided View Planner"],"prefix":"10.24963","author":[{"given":"Xin","family":"Yang","sequence":"first","affiliation":[{"name":"Dalian University of Technology"},{"name":"City University of Hong Kong"}]},{"given":"Yuanbo","family":"Wang","sequence":"additional","affiliation":[{"name":"Dalian University of Technology"}]},{"given":"Yaru","family":"Wang","sequence":"additional","affiliation":[{"name":"Dalian University of Technology"}]},{"given":"Baocai","family":"Yin","sequence":"additional","affiliation":[{"name":"Dalian University of Technology"}]},{"given":"Qiang","family":"Zhang","sequence":"additional","affiliation":[{"name":"Dalian University of Technology"}]},{"given":"Xiaopeng","family":"Wei","sequence":"additional","affiliation":[{"name":"Dalian University of Technology"}]},{"given":"Hongbo","family":"Fu","sequence":"additional","affiliation":[{"name":"City University of Hong Kong"}]}],"member":"10584","event":{"number":"27","sponsor":["International Joint Conferences on Artificial Intelligence Organization (IJCAI)"],"acronym":"IJCAI-2018","name":"Twenty-Seventh International Joint Conference on Artificial Intelligence {IJCAI-18}","start":{"date-parts":[[2018,7,13]]},"theme":"Artificial Intelligence","location":"Stockholm, Sweden","end":{"date-parts":[[2018,7,19]]}},"container-title":["Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence"],"original-title":[],"deposited":{"date-parts":[[2018,7,5]],"date-time":"2018-07-05T01:55:18Z","timestamp":1530755718000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.ijcai.org\/proceedings\/2018\/689"}},"subtitle":[],"proceedings-subject":"Artificial Intelligence Research Articles","short-title":[],"issued":{"date-parts":[[2018,7]]},"references-count":0,"URL":"https:\/\/doi.org\/10.24963\/ijcai.2018\/689","relation":{},"subject":[],"published":{"date-parts":[[2018,7]]}}}