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Velmurugan Balasubramanian
Researcher at Indian Institute of Technology Kharagpur
Publications - 3
Citations - 82
Velmurugan Balasubramanian is an academic researcher from Indian Institute of Technology Kharagpur. The author has contributed to research in topics: Deep learning & Paleontology. The author has an hindex of 2, co-authored 2 publications receiving 31 citations.
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Journal ArticleDOI
Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy.
Sharib Ali,Mariia Dmitrieva,Noha M. Ghatwary,Sophia Bano,Gorkem Polat,Alptekin Temizel,Adrian Krenzer,Amar Hekalo,Yun Bo Guo,Bogdan J. Matuszewski,Mourad Gridach,Irina Voiculescu,Vishnusai Yoganand,Arnav Chavan,Aryan Raj,Nhan Trung Nguyen,Dat Q. Tran,Lê Duy Huynh,Nicolas Boutry,Shahadate Rezvy,Haijian Chen,Yoon-Ho Choi,Anand Subramanian,Velmurugan Balasubramanian,Xiaohong W. Gao,Hongyu Hu,Yusheng Liao,Danail Stoyanov,Christian Daul,Stefano Realdon,Renato Cannizzaro,Dominique Lamarque,Terry Tran-Nguyen,Adam A. Bailey,Barbara Braden,James E. East,Jens Rittscher +36 more
TL;DR: The Endoscopy Computer Vision Challenge (EndoCV) as discussed by the authors is a crowd-sourcing initiative to address eminent problems in developing reliable computer aided detection and diagnosis endoscopy systems and suggest a pathway for clinical translation of technologies.
Journal ArticleDOI
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Chinedu Innocent Nwoye,Deepak Alapatt,Tong Yu,Armine Vardazaryan,Fan Xia,Zixu Zhao,Tong Xia,Fu Jia,Yuxuan Yang,De-Shuai Yu,Guoyan Zheng,Xiaotian Duan,Neil Getty,Ricardo Sanchez-Matilla,Maria Robu,Li Zhang,Hua-Bin Chen,Jiacheng Wang,Liansheng Wang,Bokai Zhang,Beerend G. A. Gerats,Surubhotla Raviteja,Rachana Sathish,Rong Tao,Satoshi Kondo,Winnie Pang,Hongliang Ren,J. Abbing,Mohammad Hasan Sarhan,Sebastian Bodenstedt,N. Bhasker,Bruno Oliveira,Helena R. Torres,Liping Ling,Finn Gaida,Tobias Czempiel,Joao L. Vilacca,Pedro Morais,Jaime Francisco Cruz Fonseca,Ruby Egging,I. N. Wijma,Chen Qian,Gui-Bin Bian,Zhen Xing Li,Velmurugan Balasubramanian,Debdoot Sheet,Imanol Luengo,Yuanbo Zhu,Shuai Ding,Jakob-Anton Aschenbrenner,Nicolas Elini van der Kar,Mengya Xu,Mobarakol Islam,Lalithkumar Seenivasan,Alexander Jenke,Danail Stoyanov,Didier Mutter,Pietro Mascagni,Barbara Seeliger,Cristians Gonzalez,Nicolas Padoy +60 more
TL;DR: The recent CholecTriplet2021 challenge as mentioned in this paper was an endoscopic vision challenge organized at MICCAI 2021 for the recognition of surgical action triplets in laparoscopic videos.
Posted Content
A translational pathway of deep learning methods in GastroIntestinal Endoscopy.
Sharib Ali,Mariia Dmitrieva,Noha M. Ghatwary,Sophia Bano,Gorkem Polat,Alptekin Temizel,Adrian Krenzer,Amar Hekalo,Yun Bo Guo,Bogdan J. Matuszewski,Mourad Gridach,Irina Voiculescu,Vishnusai Yoganand,Arnav Chavan,Aryan Raj,Nhan Trung Nguyen,Dat Q. Tran,Lê Duy Huynh,Nicolas Boutry,Shahadate Rezvy,Haijian Chen,Yoon-Ho Choi,Anand Subramanian,Velmurugan Balasubramanian,Xiaohong W. Gao,Hongyu Hu,Yusheng Liao,Danail Stoyanov,Christian Daul,Stefano Realdon,Renato Cannizzaro,Dominique Lamarque,Terry Tran-Nguyen,Adam A. Bailey,Barbara Braden,James E. East,Jens Rittscher +36 more
TL;DR: A summary of methods developed by the top 17 teams and an objective comparison of state-of-the-art methods and methods designed by the participants for two sub-challenges: i) artefact detection and segmentation (EAD2020), and ii) disease detection and segmentsation (EDD2020).