Low-surface-brightness galaxy cand. from SDSS DR16 J/ApJS/269/59 ivo://CDS.VizieR/J/ApJS/269/59 doi:10.26093/cds/vizier.22690059 CDS Xing Y. Yi Z. Liang Z. Su H. Du W. He M. Liu M. Kong X. Bu Y.,Wu H. 2024-11-06T20:30:36Z 2024-03-19T13:43:52Z CDS support team CDS, Observatoire de Strasbourg, 11 rue de l'Universite, F-67000 Strasbourg, France cds-question@unistra.fr galaxies catalogs visible-astronomy Low-surface-brightness galaxies (LSBGs), fainter members of the galaxy population, are thought to be numerous. However, due to their low surface brightness, the search for a wide-area sample of LSBGs is difficult, which in turn limits our ability to fully understand the formation and evolution of galaxies as well as galaxy relationships. Edge-on LSBGs, due to their unique orientation, offer an excellent opportunity to study galaxy structure and galaxy components. In this work, we utilize the You Only Look Once (YOLO) object detection algorithm to construct an edge-on LSBG detection model by training on 281 edge-on LSBGs in Sloan Digital Sky Survey (SDSS) gri-band composite images. This model achieved a recall of 94.64% and a purity of 95.38% on the test set. We searched across 938,046 gri-band images from SDSS Data Release 16 and found 52,293 candidate LSBGs. To enhance the purity of the candidate LSBGs and reduce contamination, we employed the Deep Support Vector Data Description algorithm to identify anomalies within the candidate samples. Ultimately, we compiled a catalog containing 40,759 edge-on LSBG candidates. This sample has similar characteristics to the training data set, mainly composed of blue edge-on LSBG candidates. 2023ApJS..269...59X https://cdsarc.cds.unistra.fr/viz-bin/cat/J/ApJS/269/59 Catalog Research IsServedBy TAP VizieR generic service IsServedBy Conesearch service related-to II/294 : The SDSS Photometric Catalog, Release 7 (Adelman-McCarthy+, 2009) VII/219 : Revised Flat Galaxy Catalogue (RFGC) (Karachentsev+, 1999) V/154 : Sloan Digital Sky Surveys (SDSS), Release 16 (DR16) (Ahumada+, 2020) J/A+A/459/679 : RB photometry of LSBG in Coma (Adami+, 2006) J/ApJ/787/24 : Structural param. of true edge-on galaxies (Bizyaev+, 2014) J/MNRAS/465/3784 : Very thin discs galaxies properties (Bizyaev+, 2017) J/ApJ/857/104 : Low surface brightness galaxies from HSC-SSP (Greco+, 2018) J/ApJS/248/33 : Edge-on HI-rich LSB galaxies from ALFALFA (He+, 2020) J/ApJS/252/18 : Low-surface-brightness gal. from DES Y3 (Tanoglidis+, 2021) https://cds.unistra.fr/vizier-org/licences_vizier.html https://vizier.cds.unistra.fr/viz-bin/VizieR-2?-source=J/ApJS/269/59 https://vizier.iucaa.in/viz-bin/VizieR-2?-source=J/ApJS/269/59 http://vizieridia.saao.ac.za/viz-bin/VizieR-2?-source=J/ApJS/269/59 https://vizier.cds.unistra.fr/viz-bin/votable?-source=J/ApJS/269/59 https://vizier.iucaa.in/viz-bin/votable?-source=J/ApJS/269/59 http://vizieridia.saao.ac.za/viz-bin/votable?-source=J/ApJS/269/59 GET text/xml+votable https://tapvizier.cds.unistra.fr/TAPVizieR/tap Cone search capability for table J/ApJS/269/59/table2 (Catalog of candidate LSBGs detected in SDSS DR16) https://vizier.cds.unistra.fr/viz-bin/conesearch/J/ApJS/269/59/table2? https://vizier.iucaa.in/viz-bin/conesearch/J/ApJS/269/59/table2? http://vizieridia.saao.ac.za/viz-bin/conesearch/J/ApJS/269/59/table2? 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12593-12594 12596 12598-12599 12601-12602 12605 12607 12613-12615 12620 12623 12632 12636-12638 12640-12642 12645-12647 12649 12651-12653 12655-12658 12664 12672 12674 12679 12683 12685-12688 12691-12694 12698-12700 12707-12709 12711 12717 12720 12728 12731-12732 12734 12738 12747 12753-12755 12758-12759 12761-12763 12769 12771 12773-12775 12779 12781 12793 12795-12798 12817-12818 12820-12821 12823 12826 12864 13061 13063 13068 13080 13094-13095 13112 13125 13132 13136-13137 13140 13321-13323 13340-13341 13343-13345 13347 13350-13352 13355-13356 13358-13359 13364-13365 13370-13371 13376-13377 13379 13384 13386-13387 13396 13398-13400 13402-13403 13416 13419-13421 13423-13425 13428 13430-13431 13436-13437 13440-13441 13443 13446-13448 13450-13451 13456-13458 13460-13461 13463 13469 13471 13479 13481 13485 13492 13504 13506-13507 13509 13511-13512 13517 13519 13528-13530 13543 13549 13552-13553 13555-13556 13558 13560-13561 13563-13564 13566 13569-13572 13574 13576-13578 13580-13582 13586 13592 13594 13600-13601 13637 13639 13654 13657 13659-13660 13682 13688 13690-13691 13776 13778-13779 13784-13786 13789-13790 13796 13804 13809-13810 13816 13904 13912-13914 13937 13947 14159-14160 14188 14586 14901 14903 14909 14911 14918 14920 14922-14924 14928 14944 14946-14947 14952 14954 14989 14991 14993 14996-14997 14999-15000 15002-15004 15006 15013-15014 15017-15019 15024 15026 15032 15034 15038-15039 15082 15086 15099 15102 15327 15343 15347 15353-15358 15542 15592 15891 15893 15897-15899 15909 15911 15917-15919 15926 15928 16003-16006 16012-16014 16016 16036 16040 16269 16271 16282 16290-16291 16297 16300-16301 16306 16631 16638 16690 16700 16702 16709 16720 16724-16725 16785-16787 16792-16793 16795 16797-16798 16802-16803 16810 16821-16823 16872 16874-16875 16891 16957-16959 16973-16974 16977-16980 16982-16983 16985-16986 16993 16995-16996 17002 17004 17039 17044 17047 17049 17053 17062 17069 17072-17073 17088 17090 17149-17151 17172-17173 17175 17207 17211-17214 17229-17231 17240-17242 17256-17258 17269-17271 17276-17278 17287 17293-17295 17297-17299 17304 17307-17310 17315 17320-17321 17332-17334 17340-17341 17360-17361 17363 17376-17378 17384 17387 17408 17413 17469-17471 17487 17493-17495 17505-17509 17511-17512 17514-17515 17532 17535 17549-17551 17553-17555 17560-17561 17564-17565 17567-17568 17570-17572 17574-17575 17580 17582 17584 17587 17590-17591 17593-17595 17636-17637 17639 17644-17645 17647 17664-17665 17667 17684 17686-17689 17691 17708 17710 17761-17763 17797-17799 17825-17827 17841-17843 17848 17850-17851 17856-17858 17868-17870 17892-17893 17895 17904 17906 17908-17909 17912-17913 17916 17920 17922-17923 17952 17954-17955 17964-17965 17967 17972-17974 17984 17986-17987 18017-18019 18040 18042-18043 18049-18051 18128 18131 18136 18138-18139 18152-18153 18155 18173-18175 18196-18198 18212 18214 18236 18238-18239 18244 18246-18248 18250-18251 18264 18266 18272-18273 18275 18277-18279 18287 18289-18292 18295 18300-18302 18316-18318 18340 18342-18344 18347-18349 18351-18352 18355 18360-18361 18369-18371 18373-18374 18380-18381 18383 18396 18398-18399 18404-18406 18420 18422-18426 18428-18430 18495 18511 18513 18517-18519 18537-18541 18543 18545-18546 18548 18550-18554 18558-18559 18581-18583 18585-18587 18590-18591 18597-18599 18603 18612-18614 18628 18630-18632 18634 18636 18638 18640 18642-18644 18646-18648 18650-18653 18655 18661-18663 18665-18667 18672-18673 18675 18688-18690 18692-18693 18695-18696 18698-18699 18705-18707 18709 18711 18713-18715 18720 18722 18724 18726-18727 18733-18737 18739 18741-18743 18768 18770-18771 18805-18807 18809-18811 18817 18819 18824-18826 18828-18829 18831 18856 18858-18862 18864-18866 18868-18870 18888 18890-18891 18896-18897 18899-18902 18908 18910-18911 18916 18918 18920-18922 18968-18970 18976 18978-18979 18985-18989 18991-18994 19000 19002-19005 19007-19008 19010 19015-19016 19072-19073 19075 19089-19091 19132-19133 19135 19140-19141 19143-19145 19147-19149 19151 19173-19175 19196-19198 19208-19209 19211 19216-19218 19224 19226-19229 19231 19233-19236 19242-19243 19246 19248 19250 19252-19253 19255-19258 19260-19262 19288-19289 19291 19296-19298 19300-19301 19304-19305 19307 19310-19312 19315 19332 19334-19335 19341-19343 19346-19347 19356 19358-19359 19364-19366 19372-19373 19375-19377 19379-19382 19385-19387 19392-19394 19401-19404 19406-19408 19410-19411 19416 19418-19419 19440 19442-19446 19448-19450 19508 19510-19512 19514-19517 19519 19528-19530 19532-19534 19536-19538 19540-19542 19544 19546-19548 19550 19552 19554 19557 19560 19564-19565 19567-19570 19572-19573 19575-19576 19579-19582 19584-19586 19588-19590 19592-19594 19596 19598-19599 19610-19611 19636-19637 19639 19645-19646 19654-19655 19665-19668 19670-19671 19681-19683 19688-19689 19691 19696 19698-19699 19709-19712 19714 19716-19717 19724 19728-19729 19740 19742-19745 19747-19750 19752-19754 19758-19761 19763 19766 19768-19769 19771 19776-19777 19779 19788-19789 19791-19792 19794-19798 19808 19813-19815 19821-19822 19840 19842-19843 19847-19848 19850-19851 19856-19858 19862-19864 19867-19868 19871 19876-19878 19880 19883 19885 19887 19893-19896 19898-19901 19903 19905-19907 19921-19923 19925-19928 19930-19934 19945-19947 19957-19959 19965-19967 19976-19977 19979 19997-19999 20001-20003 20020-20021 20023-20024 20026-20027 20040 20042-20045 20047 20056 20058-20060 20085 20089-20091 20096 20098 20100-20102 20108 20110-20113 20115-20116 20119-20120 20122-20123 20126-20127 20136-20137 20139 20141-20143 20152-20154 20156-20157 20159-20160 20162-20163 20169-20172 20174-20175 20192 20194-20195 20201-20203 20212 20215 20217-20218 20220-20221 20223-20224 20226 20228-20229 20233-20235 20241 20243 20252-20254 20256 20258-20259 20268 20270-20271 20304-20305 20313-20314 20320 20322-20323 20329-20332 20334-20335 20340 20343 20377-20380 20382-20383 20388-20390 20397-20399 20401 20403 20408-20409 20411-20414 20433-20435 20437-20442 20444 20456-20457 20460-20461 20464 20466-20467 20474-20475 20880 21432 21435 21579 21582 21590 21596 21599 21601-21602 21759 21766-21767 21771-21774 21777-21779 21781-21785 21788-21789 21813-21815 21817-21818 21821-21823 21832 21834-21836 21838-21839 21848-21850 21857-21859 21877-21879 21893-21895 21899 21901-21903 21907 21921 21924-21926 21930-21931 21936 21938 21941 21960-21961 21963 21968-21970 21972-21974 21981-21986 22000-22001 22003 22012-22014 22101 22105 22158 22337 22339 22344-22345 22347 22372-22373 22375 22432 22446-22447 22454-22456 22458-22459 22462 22480-22481 22484-22485 22487-22488 22490-22491 22499 22501 22503 22511 22521 22527 22639 22650 22665-22666 22668 22677 22679 22689 22711 22714-22715 22721-22724 22726-22728 22734-22738 22740-22742 22744 22747 22753-22754 22760 22762-22764 22768 22770 22781-22783 22800 22802-22803 22806 22824 22826-22827 22838-22842 22844-22846 22861 22863 22880 22882-22883 22886-22887 22892-22894 22897-22899 22904 22912-22913 22915 22917 22925-22926 22928 22930-22933 22935 22940-22941 22946-22947 22956-22958 22960-22962 22976-22977 22980 22983 22988 22992-22993 22995 23005 23045-23048 23050-23051 23056 23058-23060 23064-23066 23076 23102-23104 23117-23119 23121-23123 23128-23130 23132-23133 23138 23140-23142 23148-23150 23181-23183 23185-23187 23196-23198 23201-23203 23212-23214 23216-23218 23228-23230 23232-23234 23244 23246-23247 23268-23269 23271 23276-23277 23292 23295-23298 23341 23343 23354 23356 23410 23428 23465-23466 23470-23471 23530 23562 23600 23688 23824-23825 23828 23838-23839 23863 24051 24053-24054 24056 24061-24062 24114 24118-24119 24125 24168 24237 24255 24529 24863 24879 24882-24883 24892 24894-24895 24900 24902-24903 24929 24938 24965 24976 25024 25026-25027 25030 25032-25033 25035 25050 25060-25061 25063 25073-25075 25078 25081 25083 25217-25218 25222 25224 25228-25230 25234-25235 25241-25246 25268 25288-25290 25294-25295 25306 25312-25313 25328 25331 25337 25340-25341 25428-25429 25431 25506-25507 25510 25512 25514 25532 25565 25567 25581-25583 25586-25587 25589 25591-25592 25594-25595 25669 25680-25681 25683 25689-25692 25694-25695 25713 25715 25717-25719 25770 25815 25821 25837-25839 25842-25843 25845-25847 25877 25885-25887 25896 25898-25899 25901 25903 25906-25907 25962-25965 25980-25982 26017-26020 26022-26023 26033-26035 26069-26071 26104 26106-26107 26112-26113 26115-26116 26118 26120-26121 26123 26136 26138-26139 26141-26143 26148-26149 26151 26157-26159 26172 26175 26178 26180 26182-26183 26189-26191 26224-26225 26227 26236 26238-26239 26241-26242 26249-26250 26264 26266-26267 26269 26271 26273-26275 26280 26282-26283 26296-26297 26308 26310-26311 26317-26320 26322-26323 26340 26342-26344 26346-26347 26357-26360 26362-26363 26376-26378 26464 26466-26467 26476-26478 26488 26490-26491 26493-26495 26540-26542 26572-26573 26575 26584 26586-26587 26621-26623 26846-26847 26862-26863 26865 26867 26885 26896-26897 26899 26907 26909-26911 26919 26925 26927 26930-26931 26936 26938-26939 26941-26943 26953-26955 26988-26990 26996 26998-26999 27011-27012 27014-27015 27036-27038 27060 27062-27063 27088-27090 27096 27098-27099 27167 27187-27188 27190-27192 27194-27195 27201 27203 27213-27215 27224-27226 27252-27253 27255 27267 27292-27293 27301 27303 27312 27314-27315 27328-27329 27331-27334 27337-27339 27360 27362-27365 27367 27385-27387 27390-27393 27395-27398 27400-27401 27403 27421-27426 27444 27446-27447 27464-27465 27467 27484-27486 27520-27522 27528-27529 27531 27537-27539 27548-27550 27552 27554 27557-27559 27568 27570-27571 27589-27592 27594-27595 27608 27610-27611 27644 27646-27647 27652-27654 27662-27665 27689-27691 27716 27718-27719 27752 27754-27755 27764-27766 27784 27786-27787 27816 27818 27824-27825 27827 27832 27835 27837-27839 27856-27857 27859 27864-27866 27926-27930 27933-27936 27939-27940 27942-27943 27949-27953 27955-27956 27958-27959 27968 27970-27971 27980-27982 27988-27989 27991-27994 28013-28014 28024 28026-28027 28056-28058 28060-28061 28063 28072-28073 28075 28084 28086 28097-28099 28101-28103 28108-28109 28111 28113 28115 28117-28118 28144 28146-28147 28164-28166 28178-28179 28181-28183 28189-28190 28193-28194 28208 28210-28211 28285-28287 28300-28301 28303 28329-28331 28336-28338 28353-28355 28360 28362-28363 28392-28394 28397-28399 28464 28466-28467 28500-28501 28503-28504 28506-28510 28532-28534 28540-28542 28544-28545 28547 28549-28551 28560-28561 28563 28576-28578 28582 28592-28594 28604-28606 28608-28610 28612-28614 28616-28617 28619 28628 28630-28631 28664-28665 28667-28669 28671 29775 29777 29784 29798-29799 29809 29973-29975 30029-30033 30035 30050 30052 30054 30058-30059 30061 30064-30066 30069 30071 30077-30079 30100 30103 30144 30167 30172 30193 30196 30199 30201 30204 30545 30761 30763 30949 30956 30958 30973-30975 31099 31118 31134 31138 31140 31142-31146 31149-31150 31160 31164 31167-31168 31172 31286-31287 31289 31303 31307 31320-31322 31324-31326 31329-31331 31350-31351 31364 31366 31368-31369 31371-31372 31374-31375 31382-31383 31392-31394 31400-31401 31403 31412-31413 31415 31430 31432 31434-31435 31441-31442 31444-31445 31447 31485-31490 31512-31513 31520 31522-31523 31525-31527 31537 31539 31542-31543 31554 31566-31567 31581-31583 31587-31588 31590 31592-31594 31601 31603 31616-31617 31619-31622 31633-31635 31640-31642 31648-31649 31651 31661-31663 31685-31687 31689-31691 31700-31702 31706 31708 31711 31733-31735 31741-31743 31788-31789 31880 31883 31907-31908 31910 31912-31913 31915 31974 31980-31981 31983 31992 32157 32185-32186 32188-32189 32194 32258 32264 32266-32267 32288-32289 32292 32296 32298-32300 32302-32303 32315 32325 32327 32333 32336 32338-32339 32344-32345 32347 32350 32370 32374 32381-32382 32396 32399 32401-32403 32416 32418-32420 32422-32424 32426-32427 32433-32437 32450-32451 32454-32455 32457-32459 32465-32469 32471-32472 32474-32475 32480-32482 32485-32487 32489-32491 32526-32527 32529-32531 32538-32539 32546-32547 32557-32560 32644 32646 32648-32650 32652 32654-32655 32677-32679 32688 32690-32691 32694 32698-32700 32702 32751 32761-32764 32766-32767 35823 35832 35835 36287 36323 36326 36328-36329 36332-36333 36335 36341-36342 36344-36345 36447 36459-36462 36465 36467 36476-36477 36501-36503 36506-36510 36514-36517 36520 36522 36524 36526-36527 36532 36534-36535 36544 36546-36550 36552 36554 36560 36578-36579 36582-36583 36588-36589 36594 36598-36601 36603-36604 36606-36607 36614 36617-36621 36623-36626 36629 36631 36633 36640 36642 36646 36672 36676 36703 36717-36719 36722 36725-36729 36731 36733-36735 36759 36762-36763 36770-36771 36773-36775 36784-36786 36800-36802 36816 36832 36834 36837-36838 36844 36846-36848 36850-36852 36854 36857-36859 40939 40943 40949-40953 40955-40956 40958-40959 44348 44351 44433 44436 44492-44494 44504 44513 44517 44520 44522-44523 44596-44598 44618 44651 44654 44736-44738 44740 44742 44745 44747 44750-44751 44762 44773-44775 44780-44781 44786 44792 44794-44795 44867 44873 44897-44899 44904-44906 44951 44983 44992-44993 45038 45043 48551 48562 48568 48570 48572 48574 48671 48693-48695 48715 48718 48735 48742-48743 48753-48756 48758-48759 48761 48880-48881 48888 48897 48899 48908 48916 48925 48932-48933 48935 48937-48940 48945 48947 48951-48953 48959 48963 48968 48972 48974 48983 48988-48989 48999 49003 49009-49013 49015-49016 49018-49019 49024 49026 49032 49077-49078 49081 49083-49085 49087 49091-49094 49097-49098 49100-49101 49104 49108-49109 49111-49112 49115 49121-49123 49128-49130 49133-49134 49138 49144-49145 49147-49148 49150-49151 https://cdsarc.cds.unistra.fr/viz-bin/moc/J/ApJS/269/59?format=ascii Optical default J/ApJS/269/59/table2 Catalog of candidate LSBGs detected in SDSS DR16 recno Record number assigned by the VizieR team. Should Not be used for identification. meta.record int RAJ2000 Right Ascension in decimal degrees (J2000) deg pos.eq.ra;meta.main indexed DEJ2000 [-23.5/85] Declination in decimal degrees (J2000) deg pos.eq.dec;meta.main indexed Conf [0.65/0.9] Model-predicted confidence stat.fit.goodness float Anomaly [0.014/11.3] Anomaly score (1) stat.fit.param float Flag [0/1]? Position flag (2) meta.code.error int nullable DR16 Display data from SDSS-DR16 within 1.5" meta.ref.url char Sloan Display the online SDSS-DR16 data for the nearest object meta.ref.url char