@article{uhl2018:iet,
  title={Spatialising uncertainty in image segmentation using weakly supervised convolutional neural networks: a case study from historical map processing},
  author = "Johannes H Uhl and Stefan Leyk and Yao-Yi Chiang and Weiwei Duan and Craig A. Knoblock",
  journal={IET Image Processing},
  volume={12},
  number={11},
  pages={2084--2091},
  year={2018},
  publisher={IET},
  Urlpaper = "{http://usc-isi-i2.github.io/papers/knoblock18-iet.pdf}",
  UrlLink = "{http://digital-library.theiet.org/content/journals/10.1049/iet-ipr.2018.5484}",
}

{"_id":"sieSDtuHfuztDX5nH","bibbaseid":"uhl-leyk-chiang-duan-knoblock-spatialisinguncertaintyinimagesegmentationusingweaklysupervisedconvolutionalneuralnetworksacasestudyfromhistoricalmapprocessing-2018","downloads":2,"creationDate":"2018-09-16T23:06:47.584Z","title":"Spatialising uncertainty in image segmentation using weakly supervised convolutional neural networks: a case study from historical map processing","author_short":["Uhl, J. H","Leyk, S.","Chiang, Y.","Duan, W.","Knoblock, C. A."],"year":2018,"bibtype":"article","biburl":"https://bibbase.org/network/files/qnaSQHHaeQf7gdvkE","bibdata":{"bibtype":"article","type":"article","title":"Spatialising uncertainty in image segmentation using weakly supervised convolutional neural networks: a case study from historical map processing","author":[{"firstnames":["Johannes","H"],"propositions":[],"lastnames":["Uhl"],"suffixes":[]},{"firstnames":["Stefan"],"propositions":[],"lastnames":["Leyk"],"suffixes":[]},{"firstnames":["Yao-Yi"],"propositions":[],"lastnames":["Chiang"],"suffixes":[]},{"firstnames":["Weiwei"],"propositions":[],"lastnames":["Duan"],"suffixes":[]},{"firstnames":["Craig","A."],"propositions":[],"lastnames":["Knoblock"],"suffixes":[]}],"journal":"IET Image Processing","volume":"12","number":"11","pages":"2084–2091","year":"2018","publisher":"IET","urlpaper":"http://usc-isi-i2.github.io/papers/knoblock18-iet.pdf","urllink":"http://digital-library.theiet.org/content/journals/10.1049/iet-ipr.2018.5484","bibtex":"@article{uhl2018:iet,\n title={Spatialising uncertainty in image segmentation using weakly supervised convolutional neural networks: a case study from historical map processing},\n author = \"Johannes H Uhl and Stefan Leyk and Yao-Yi Chiang and Weiwei Duan and Craig A. Knoblock\",\n journal={IET Image Processing},\n volume={12},\n number={11},\n pages={2084--2091},\n year={2018},\n publisher={IET},\n Urlpaper = \"{http://usc-isi-i2.github.io/papers/knoblock18-iet.pdf}\",\n UrlLink = \"{http://digital-library.theiet.org/content/journals/10.1049/iet-ipr.2018.5484}\",\n}\n\n\t\n","author_short":["Uhl, J. H","Leyk, S.","Chiang, Y.","Duan, W.","Knoblock, C. A."],"key":"uhl2018:iet","id":"uhl2018:iet","bibbaseid":"uhl-leyk-chiang-duan-knoblock-spatialisinguncertaintyinimagesegmentationusingweaklysupervisedconvolutionalneuralnetworksacasestudyfromhistoricalmapprocessing-2018","role":"author","urls":{"Paper":"http://usc-isi-i2.github.io/papers/knoblock18-iet.pdf","Link":"http://digital-library.theiet.org/content/journals/10.1049/iet-ipr.2018.5484"},"metadata":{"authorlinks":{"knoblock, c":"https://www.isi.edu/people-knoblock/publications/"}},"downloads":2},"search_terms":["spatialising","uncertainty","image","segmentation","using","weakly","supervised","convolutional","neural","networks","case","study","historical","map","processing","uhl","leyk","chiang","duan","knoblock"],"keywords":[],"authorIDs":["2T3WrcLyFsvdmWK7W","2aXsc4Ac6DCb2yiX5","3nsXFBwY3SK8e5EQh","5456de298b01c8193000000e","59e9307ca79fa5a730000011","5N7sAoCnWutr6A9CB","5de6cfb1abd988de0100007e","5de6ded2abd988de010001bb","5de70f2945c10edf01000309","5de79cabd9b46bde0100014c","5de8621d8ff138de010000ec","5de880f9e66c23df01000107","5de8be5a3cfb74df01000199","5dea101afac96fde01000180","5dea56eaddb5e6df010000f2","5dea680b4f43c9de0100001e","5deaee7eecff01ef0100013a","5deb0a4fa31587de010000cd","5deb6e059e04d1df01000078","5deb9832b62591df0100010c","5debced2ca1cdddf0100012e","5dec15f2f58df0de0100009a","5dec5d6de16431f20100011a","5decbf7b0ec6b9df0100006d","5decc6f30ec6b9df010000b4","5dee5817eaaee4df0100024e","5dee8755fc4c19df01000197","5defac43706001de010001d0","5defb1bfd6a2dcde01000087","5defbf2dd6a2dcde010001c0","5defc48dd6a2dcde01000239","5defc896090769df01000002","5defd64c090769df010000e7","5df0ae338367c8de01000041","5df1746c57cfb4de01000058","5df1d4ba1070c8ef010000ea","5df204bce4cb4ede01000071","5df20efee4cb4ede01000111","5df304dabc9e6cde01000083","5df3516bd617e5de01000046","5df366fcd617e5de0100018e","5df38ec52b1f8ade010000a0","5df3d028580920de01000153","5df3d99dccbb4fde01000007","5df3dd0dccbb4fde0100005a","5df41cda9d2522de01000092","5df4671a95416ade01000011","5df4862b5ad889f001000032","5df489825ad889f001000059","5df491175ad889f001000094","5df4974b5ad889f0010000d6","5df49f86a50a84df01000015","5df4dff2fc47dbde01000063","5df4ee54fc47dbde01000101","5df4f58edaf598df01000025","5df51791ea1457de0100007f","5df51f71ea1457de010000cd","5df52854ea1457de01000155","5df53595fd245cde010000b5","5df5530bff5784de010000a6","5df5819e4734a4de0100002d","5df5b332a0eab8de0100013e","5df5be7e64d1d0df0100003a","5df5f577a37a40df01000037","5df6301438e915de0100004d","5df649fadf30fcdf0100004b","5df65668df30fcdf01000129","5df67bdc797ba9de01000145","5df693e772bbd4df01000121","5df6d640da9d91de01000041","5df6f8eadf3bb9f2010000a0","5df727678efe8dde01000024","5df7339c8efe8dde010000e6","5df7f2dbb9bb17df010000a1","5df8ef0b277e45de010000c4","5df924ced04b27df01000065","5df930e5d04b27df0100012a","5df93667d04b27df0100017a","5df97e2a816c3de001000067","5df9b49ea344e2ef01000072","5df9f997250522de010000df","5dfa6ec27d1403df010001a7","5dfab8655481b4de010000a7","5dfbb99ef6f0aede01000104","5dfcf9deea1680de01000018","5dfdc56fb6b936e401000036","5dfef9e5e25b1bde01000043","5e00f37f08c773de01000069","5e01ea2e21cdf8e40100000b","5e0269522862b0de01000070","5e02823c8508cdde01000073","5e02e64a410ebcdf01000096","5e0488cadb7916df010000e2","5e04d580de66fbdf010000ae","5e063c0adc44f1df0100011b","5e0655857da1d1de010000bb","5e06c0baa0810cde0100000e","5e094a5f72022bde01000018","5e09a9f42203dedf010000a2","5e0ae30dee633cde01000094","5e0bc11594c532f3010000b5","5e0dcdba552b25df0100005b","5e0de41945d2fdde01000008","5e0de8d545d2fdde0100003d","5e0e7de0a0f484df0100009f","5e0ef1555500a7e001000092","5e0f27fd96e707df01000095","5e0f858699975cde0100016b","5e0f8bf866a55ede01000068","5e10a736cfb06ddf01000028","5e10ddda45c12cde0100002f","5e114753495520de010000a8","5e11a2572af340df0100001c","5e11e4463e1c29de01000073","5e124fab31427bdf01000032","5e129b79551229df010000e3","5e13921ba212e1de01000181","5e13d5b3dd177ade01000037","5e141ef1d64f35df010000cb","5e14a86c830852de01000194","5e14c7d6e55ed8de010001f7","5e14d297429a53df01000029","5e154b0bedfb1ede010000fd","5e15a9f9e8bfcff201000165","5e15de817c179bdf01000167","5e16111cf67f7dde0100031c","5e161c79f67f7dde0100054d","5e163124df1bb4de010001b9","5e165ee1505a61df010003a8","5e168b880ba191df010001ca","5e16ceb5ce54f2df01000040","5e16e7075e8bcfdf01000020","5e173f99883585df0100008b","5e176f114df69dde01000203","5e17804fcf35a4de010000e6","5e17f02f5eee58df0100007c","5e17ffde9a3d0bde0100000b","5e1817779a3d0bde01000124","5e18a3a4779abfdf0100020a","5e18b843bd0cf5de0100013b","5e18f9e58fcbc2df010001bb","5e191217a7672ede01000117","5e1a1105cde53bde0100010b","5e1ab3659da435de01000077","5e1ae13e5f3d2cdf01000086","5e1af3f95f3d2cdf0100014d","5e1b43f3749a45df01000105","5e1bab6161cb16df01000071","5e1c52f9e556c6de010000d0","5e1c70d692587bde010000d2","5e1c7e4192587bde010001bd","5e1cab1e7723aadf01000087","5e1cc7840744c2de010001d2","5e1cd84fabed9bde0100006e","5e1d85093a6d8cde010000b2","5e1daac4d9acfbde01000103","5e1dbf698d71ddde010000b4","5e1dd3884986afdf01000037","5e1ddd064986afdf01000144","5e1e2081f6dca7f2010001bd","5e1e3b94407a20de010001fa","5e1e7876ce9ed9de01000134","5e1e9b80bedb58de0100003c","5e1eb1bebedb58de0100017b","5e1ed6a3875c69df0100006c","5e1ef3ae147729df01000074","5e1f174a3cc57cde010000d3","5e1f3fa19ddd0fde01000017","5e1f6b17e8f5ddde0100018e","5e1fce9ac88eb5df0100002d","5e20010a14d3c9de0100014f","5e207f1580350bdf010000fa","5e2170525a651cdf010000f6","5e217839c7842fde0100006a","5e21ae0296aea7de01000042","5e21c877af8ac1df0100002c","5e2203cb024c69df01000099","5e2248ae75445bf2010000a3","5e232a93327a15de0100009f","5e237e07ba9fb2de0100008f","5e247c6c36283cde010000c7","5e25077a2e79a1f20100009e","5e25e42ca6f19fde01000105","5e2630e224c8a6de01000058","5e2676f4581147f2010000e7","5e26b41ef3bb7ddf01000119","5e2726b0f51e02de01000232","5e274bb818178ede01000087","5e27a16728f7a6de01000082","5e27c5fc328b80de010000da","5e27ea5f68d625de0100011d","5e28672b6ae365de010000ad","5e28d870a3df5bdf01000098","5e29c371edf563df01000185","5e29ca06edf563df0100020a","5e2a3725dd9c08df0100014c","5e2a460e2d8494f201000076","5e2a54da2d8494f2010000fa","5e2b8c5e6f2b8ade01000199","5e2d7dbe556d50df01000087","5e2d9197481fd6de0100003a","5e2f953e48b7a4df0100017c","5e3009b45bfc8ede01000150","5e3041f446a666df01000258","5e30542057a222df010000ea","5e31c645b5384fde01000168","5e3272275633c9de010000df","5e333151a5c1fdde01000159","5e334b9be0067bde01000112","5e336ac2f3004edf010000f0","5e345fc2a8890cde010000c4","5e362e1a1727e7df010000f5","5e367976f0f9c4de0100003f","5e370a5e6568afde010000e1","5e38d83c81a46ade01000008","5e39b068ad94f9de0100018d","5e39f27daa2adade0100001b","5e3a009caa2adade01000115","5e3a297f237cdede01000007","5e3a7633b291e7df010000f1","5e3bbaa1657d0bdf01000056","5e3c54f6c798e0de01000144","5e3c8ab5feacaede0100013f","5e3c9d45f99721de01000071","5e3ca16cf99721de010000d6","5e3d5630dc4cd0f301000161","5e3db49e07ca74de01000060","5e3e0171a4cc0ede01000155","5e40a7ec019547df01000033","5e4199188491fadf01000195","5e41aec40b4861de010000f9","5e4222fc70cecede010000fd","5e426c34e4402ade0100004b","5e430254aefe1adf01000129","5e44310fe5a34dde010000ff","5e44f09503c52dde0100001c","5e45905786f11cdf01000191","5e45954f86f11cdf010001cb","5e45ed96a5737fde01000021","5e467c2171278bde0100004c","5e46b89c8573d1de010000b1","5e46d2af42fb31df0100008c","5e49fbbecc11a8df0100000b","5e4ace2c0d7631de010000dc","5e4adde441072bdf0100001f","5e4afb90332a9bde0100002a","5e4b1dfbc59ab1f3010000ae","5e4b2795c59ab1f30100013d","5e4b9b6f2d0ef5de0100010e","5e4bac9b733a18de010000ba","5e4c150e2dc400de01000048","5e4c4c89271596df01000025","5e4c9cfb5cc521f20100014c","5e4d3a1cd43139de010000c9","5e4df61ecc196bde01000081","5e4e0605cc196bde0100019f","5e4e9f2b64b624de0100005c","5e4fd394ea0ccade01000042","5e504231c708b1de01000038","5e514d1dfe5af9df010000ce","5e51c28a32046bdf0100013b","5e52e071a3b344de010000e9","5e5342b453de8dde0100005b","5e534d0a53de8dde010000b3","5e53649045815bf2010000a2","5e536f5902f674de0100000a","5e5526a40096f9de01000125","5e5543caca58a8df010001b4","5e554c91e89e5fde01000006","5e55cf3f8061d1de010000a8","5e55e936c2c8a2df0100008b","5e568f56eb2916df0100017e","5e570ff1429006de0100001c","5e576d7b16d3d2f30100006f","5e57e5afe391bbde01000190","5e580c5c6a456fde0100001b","5e5835921f3fc8de010000cf","5e59e9826ef27ddf01000003","5e5a9f656ec9eadf0100006b","5e5b60c4502fdadf01000047","5e5bba1560bedddf01000085","5e5cef9bd12a0ade01000088","5e5ed4918c261adf01000132","5e5f09d36ee7bddf010000eb","5e5f24958ca867de010000c6","5e5fb19a19c3fade01000177","5e5fcefd6b32b0f201000169","5e6053f54a1c7edf0100008f","5e60907c1fc211de010000a1","5e61f846e091e3de01000059","5e629b8b08ebcade01000045","5e6472e7e1ac00de010000dc","5e65355aee6356df01000143","5e65f784e26b7ade010000bb","5e677eb110be53de010000eb","5e678a38d527f0de0100001b","5e67d877697cebdf0100048b","5e682a89dfcfe3de010002ec","5e698a9b20d4e9de010001bd","5e6a457ae3f54ade0100026b","5e6a653040f1fadf01000019","5e6abc95d15181f301000037","5sqTQkAH5SmJhLik9","6nWBpSJtgykyjCCiq","7Kq4jp88RSGXeJRZA","8FqPHjJtnaestdnfx","8cLu5enE6aaLfPpWi","8dpmfWdjKPzkvg22J","95KDKJgpwrftfdJoo","9tYkkLiJzPssbm6Rh","AEqZ8p8HrxQ6npy94","AHYx254fiTKGnNvEh","AdCF5szuZHiiomGr2","BBtuakgZsDbK7p8gm","BEPuQQDngCBd62Y9S","BFwoYkohFZHoFgYMt","BNPJT6JTm9PchkM3R","BjpYRWfwx92tER92u","DA2QkFteiEG6vcsTu","DBi8qhvDnseYd3M5a","EH6r2TvbD7MxBiqyy","EMuQocz46XR4XjPQQ","EPgD7xHsbKNCLYvWf","Ebpx3HnCPYteMjqKd","Er7o6tAQDjMFBgewn","ExQ7iFneLovQtExEe","F5ixpPCRxN456KbCa","Fjaefy7P5RtxTyW9g","G7BfEekgc3KbvcMgj","GJoeXvt3eZQvhYxp7","H6uXv7sD9cbxnWSnB","HZfjq7KFwzHbQSWyv","HtadpEF4CJYjjDe6i","JAAenbat4xwPvQZ9Y","JJDF5X6YctttzacfL","JQWy6g5S2H3CbSMGq","JkcenqmDniKA25Dne","JzbCXdkHxNHjWXmuf","KMZqKDHFwgyWQ8N99","KoWXemRAtbeuRZa49","KrEyZi2sabT85Tjkh","Ku7nECK3q3qa4AHiD","L27HmvdfA5ixLcN4r","MGpRjyDBTwNkMJtT5","NTew9bhXzapsjaFhx","NcargztubbTrfzk8W","Ngm7CccyZyBuoXmQo","PRf9hyE2YXi5XRKTS","PT3QPn8yfzZq3Md2d","ParRytrHqv5emGYG5","Q3ceSni9WmYTRtTx2","Q5PiPDqEZGaATrefm","SNHncctkmLAnBwYLo","So38fLdkfL5NMMWut","TRFGgf8MhBo4iFLk5","TepPDjJ6HfbsbTGwM","TtagYS3Yfe65FymZK","XG3KPGGzsMQ2rESgd","XHC4zkaoHTnC684Lh","XN4xivd6rgrgwNKQu","XaAneYrcTB8pBgxAF","XytSQgyzYvJKxkFc6","YWdebSCzAPCfCubQ2","Yi7djvzerf9ymmvnb","Z7JGjPHF7KcEkRpFt","ZzBEjiGAuT7DbvBQm","bZLheqWs2dy6Gaj2r","cbeeXXQqhdEjYvEFn","cx2KdMS3xupxsNqPQ","dQ8SduzYPXfJjk5oH","dXEqM3PThBri52PkC","drXtDqy35WyqDModW","ducd2vYxMbwgsZYnm","e3rvheCnyTCDAAbWF","eagEGRYrKjz9ybTjb","enYobxmZCFXtrXozb","erwWXeNEdux6sKx9i","gXoSjXFM94LWixnPA","i3eB6E27ebu39xyWP","iZQmG3CwwuyEipcZj","iexkGST4NdWhyckte","inzpksfwLRkfWfZEa","kT9XK7GWYc75Lg4Zu","m4pp93avrJeLqDxrH","mdyn4xesg3aH9T7pD","nELHhGW8G6ffQizFD","qx9ncMpDdBfzMXT7x","rh3YMpJtHvKQbQPGD","ryWZ5QCsgivmmArr5","sjhHz2xwbwTSQj2qg","svXuCZ8EJjSSzPY2g","tQLdzYthaJwGNbths","tXkhssPacSugF7T3T","tgjmn4RedFBAtv8uj","tkhhZrQxSeMrSvwNL","tuRqw2f48G2huWaYF","u7sGLbScCqTztvbcs","vDB2FtATbMywrLEzT","vhxoAuFfTTBCoef9q","wFY98KttJmJ7zq6ZM","wNhJ9dZpQsvLDGaJe","wi95zg8cGgDyMu4QC","xnpTNiavbr8f4ZrFq","y9DojSuqwq6wiSoX7","yW4YrqoigFBGivaqj","zHE9o2K58HhphRhnA","zQ2w4xgve86GXhz9r","ziwc9XvcYeqh5dkn3","zoTtonAb4qaXzKu4Q","zt7TzE9q6p5xSKSBj"],"dataSources":["Sj3jbQFp65dNt5BKa","HAFwXuLZf7sqJvp2S","otmHudCn8d9FgQCrS","kKMapWSMFgtAAqeuL","TXXdv8JoYH4GANs8K","Di8mp5yKWra4QjrDo","A933JkbGRakKCpdj7","3sPtWLmmdPRfH69LS","QTek2ygbZHcW2ohaT","8u7qceCaxL8Gt5PoF","ZRsZjZ5CrudyLys96","Mp9iqPsdcrcdK3H7S","Kv8cz2f6c8JXfAMgD","6buEHudmG43PD3xQq","LrvYRL85a9EZPo8nR","xyEs766xRxozbjesB","9XM4dtiSCrrfrXGGq","c3uZgDfvZw2qtJCbJ"]}