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Publication profile

Publication profile

Qinghui (Brian) Liu

Qinghui (Brian), Liu
Name: Qinghui (Brian) Liu
Title: PhD-stipendiat / PhD Fellow
Phone: (+47) 22852564 Mob: 91002320
Email: Liu [at] nr [dot] no
Scientific areas: Deep learning, Computer vision, Embedded systems
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 Show publications

 

    Academic journal articles

    2020

    Liu, Qinghui; Kampffmeyer, Michael; Jenssen, Robert; Salberg, Arnt Børre. Dense Dilated Convolutions Merging Network for Land Cover Classification. IEEE Transactions on Geoscience and Remote Sensing (ISSN 0196-2892). doi: 10.1109/TGRS.2020.2976658. 2020.

    2017

    Liu, Qinghui; Ramos, Antonio L. L.; Netto, Sergio L.. A highly effective transfer learning framework of DCNNS applied to automatic polyp detection in colonoscopy images. Society for Design and Process Science (ISSN 1090-9389). pp 220-227. 2017.

    2016

    Liu, Qinghui; Ramos, Antonio Luiz Lopes. Advances and future perspectives on computer-aided diagnosis: the case of automatic polyp detection based on gastrointestinal imaging. Society for Design and Process Science (ISSN 1090-9389). pp 216-222. 2016.

    Academic chapters

    2019

    Liu, Qinghui; Kampffmeyer, Michael; Jenssen, Robert; Salberg, Arnt Børre. Road Mapping in Lidar Images Using a Joint-Task Dense Dilated Convolutions Merging Network. In: IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium Proceedings. (ISBN 978-1-5386-9154-0). pp 5041-5044. doi: 10.1109/IGARSS.2019.8900082. 2019.

    2018

    Liu, Qinghui; Salberg, Arnt Børre; Jenssen, Robert. A Comparison of Deep Learning Architectures for Semantic Mapping of Very High Resolution Images. In: IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium. (ISBN 978-1-5386-7150-4). pp 6943-6946. doi: 10.1109/IGARSS.2018.8518533. 2018. Full-text 

    Academic lectures

    2019

    Liu, Qinghui; Kampffmeyer, Michael C.; Jenssen, Robert; Salberg, Arnt Børre. Road Mapping in Lidar Images Using a Joint-Task Dense Dilated Convolutions Merging Network. Konferanse, IGARSS 2019; Yokohama, 27.07.2019 - 02.08.2019.

    Liu, Qinghui; Kampffmeyer, Michael C.; Jenssen, Robert; Salberg, Arnt Børre. DDCM Network for Semantic Mapping of Remote Sensing Images. Workshop, NLDL2019: Northern Lights Deep Learning Workshop; Tromsø, 08.01.2019 - 10.01.2019.

    2016

    Ramos, Antonio Luiz Lopes; Liu, Qinghui. ADVANCES AND FUTURE PERSPECTIVES ON COMPUTER-AIDED DIAGNOSIS: THE CASE OF AUTOMATIC POLYP DETECTION BASED ON GASTROINTESTINAL IMAGING. Konferanse, THE 21TH INTERNATIONAL CONFERENCE on Emerging Trends and Technologies in Designing Healthcare Systems; Orlando, Florida, 04.12.2016 - 06.12.2016.

    Posters at scientific conferences

    2019

    Liu, Qinghui; Kampffmeyer, Michael C.; Jenssen, Robert; Salberg, Arnt Børre. Dense Dilated Convolutions Merging Network for Semantic Mapping of Remote Sensing Images. JURSE2019 -Joint Urban Remote Sensing Event; Vannes, 22.05.2019 - 24.05.2019.

    2018

    Liu, Qinghui; Salberg, Arnt Børre; Jenssen, Robert. A COMPARISON OF DEEP LEARNING ARCHITECTURES FOR SEMANTIC MAPPING OF VERY HIGH RESOLUTION IMAGES. 2018 International Geoscience and Remote Sensing Symposium; Valencia, 22.07.2018 - 27.07.2018.

    Chapter

    2019

    Liu, Qinghui; Kampffmeyer, Michael C.; Jenssen, Robert; Salberg, Arnt Børre. Dense Dilated Convolutions Merging Network for Semantic Mapping of Remote Sensing Images. 2019.

    Masters thesis

    2017

    Liu, Qinghui. Deep Learning Applied to Automatic Polyp Detection in Colonoscopy Images. 2017. Full-text  Abstract  Review 

Postal address:
Norsk Regnesentral/
Norwegian Computing Center
P.O. Box 114 Blindern
NO-0314 Oslo
Norway
Visit address:
Norsk Regnesentral
Gaustadalleen 23a
Kristen Nygaards hus
NO-0373 Oslo.
Phone:
(+47) 22 85 25 00
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Postal address: Norsk Regnesentral/Norwegian Computing Center, P.O. Box 114 Blindern, NO-0314 Oslo, Norway
Visit address: Norsk Regnesentral, Gaustadalleen 23a, Kristen Nygaards hus, NO-0373 Oslo.
Phone: (+47) 22 85 25 00
AddressHow to get to NR