M
Melvin Kuriakose
Researcher at College of Engineering, Trivandrum
Publications - 10
Citations - 183
Melvin Kuriakose is an academic researcher from College of Engineering, Trivandrum. The author has contributed to research in topics: Image restoration & Computer science. The author has an hindex of 6, co-authored 10 publications receiving 116 citations.
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Book ChapterDOI
AIM 2020: Scene Relighting and Illumination Estimation Challenge
Majed El Helou,Ruofan Zhou,Sabine Süsstrunk,Radu Timofte,Mahmoud Afifi,Michael S. Brown,Kele Xu,Hengxing Cai,Yuzhong Liu,Li-Wen Wang,Zhi-Song Liu,Chu-Tak Li,Sourya Dipta Das,Nisarg Shah,Akashdeep Jassal,Tongtong Zhao,Shanshan Zhao,Sabari Nathan,M. Parisa Beham,R. Suganya,Qing Wang,Zhongyun Hu,Xin Huang,Yaning Li,Maitreya Suin,Kuldeep Purohit,A. N. Rajagopalan,Densen Puthussery,P. S. Hrishikesh,Melvin Kuriakose,C. V. Jiji,Yu Zhu,Liping Dong,Zhuolong Jiang,Chenghua Li,Cong Leng,Jian Cheng +36 more
TL;DR: The AIM 2020 challenge on virtual image relighting and illumination estimation as discussed by the authors focused on one-to-one relighting, where the objective was to relight an input photo of a scene with a different color temperature and illuminant orientation.
Book ChapterDOI
AIM 2020 Challenge on Rendering Realistic Bokeh
Andrey Ignatov,Radu Timofte,Ming Qian,Congyu Qiao,Jiamin Lin,Zhenyu Guo,Chenghua Li,Cong Leng,Jian Cheng,Juewen Peng,Xianrui Luo,Ke Xian,Zijin Wu,Zhiguo Cao,Densen Puthussery,C. V. Jiji,P. S. Hrishikesh,Melvin Kuriakose,Saikat Dutta,Sourya Dipta Das,Nisarg A. Shah,Kuldeep Purohit,Praveen Kandula,Maitreya Suin,A. N. Rajagopalan,M. B. Saagara,A. L. Minnu,A. R. Sanjana,S. Praseeda,Ge Wu,Xueqin Chen,Tengyao Wang,Max Zheng,Hulk Wong,Jay Zou +34 more
TL;DR: The second AIM realistic bokeh effect rendering challenge as discussed by the authors was the first attempt to learn a realistic shallow focus technique using a large-scale EBB! dataset consisting of 5K shallow/wide depth-of-field image pairs captured using the Canon 7D DSLR camera.
Posted Content
AIM 2020 Challenge on Rendering Realistic Bokeh
Andrey Ignatov,Radu Timofte,Ming Qian,Congyu Qiao,Jiamin Lin,Zhenyu Guo,Chenghua Li,Cong Leng,Jian Cheng,Juewen Peng,Xianrui Luo,Ke Xian,Zijin Wu,Zhiguo Cao,Densen Puthussery,C. V. Jiji,Hrishikesh P S,Melvin Kuriakose,Saikat Dutta,Sourya Dipta Das,Nisarg Shah,Kuldeep Purohit,Praveen Kandula,Maitreya Suin,A. N. Rajagopalan,Saagara M B,Minnu A L,Sanjana A R,S. Praseeda,Ge Wu,Xueqin Chen,Tengyao Wang,Max Zheng,Hulk Wong,Jay Zou +34 more
TL;DR: The proposed solutions significantly improved the baseline results, defining the state-of-the-art for practical bokeh effect rendering problem.
Posted Content
AIM 2020: Scene Relighting and Illumination Estimation Challenge
Majed El Helou,Ruofan Zhou,Sabine Süsstrunk,Radu Timofte,Mahmoud Afifi,Michael S. Brown,Kele Xu,Hengxing Cai,Yuzhong Liu,Li-Wen Wang,Zhi-Song Liu,Chu-Tak Li,Sourya Dipta Das,Nisarg Shah,Akashdeep Jassal,Tongtong Zhao,Shanshan Zhao,Sabari Nathan,M. Parisa Beham,R. Suganya,Qing Wang,Zhongyun Hu,Xin Huang,Yaning Li,Maitreya Suin,Kuldeep Purohit,A. N. Rajagopalan,Densen Puthussery,Hrishikesh P S,Melvin Kuriakose,C. V. Jiji,Yu Zhu,Liping Dong,Zhuolong Jiang,Chenghua Li,Cong Leng,Jian Cheng +36 more
TL;DR: The novel VIDIT dataset used in the AIM 2020 challenge and the different proposed solutions and final evaluation results over the 3 challenge tracks are presented.
Book ChapterDOI
UDC 2020 Challenge on Image Restoration of Under-Display Camera: Methods and Results
Yuqian Zhou,Michael Kwan,Kyle Tolentino,Neil Emerton,Sehoon Lim,Timothy Large,Lijiang Fu,Zhihong Pan,Baopu Li,Qirui Yang,Yihao Liu,Jigang Tang,Tao Ku,Shibin Ma,Bingnan Hu,Jiarong Wang,Densen Puthussery,P. S. Hrishikesh,Melvin Kuriakose,C. V. Jiji,Varun Sundar,Sumanth Hegde,Divya Kothandaraman,Kaushik Mitra,Akashdeep Jassal,Nisarg Shah,Sabari Nathan,Nagat Abdalla Esiad Rahel,Dafan Chen,Shichao Nie,Shuting Yin,Chengconghui Ma,Haoran Wang,Tongtong Zhao,Shanshan Zhao,Joshua Rego,Huaijin Chen,Shuai Li,Zhenhua Hu,Kin Wai Lau,Lai-Man Po,Dahai Yu,Yasar Abbas Ur Rehman,Yiqun Li,Lianping Xing +44 more
TL;DR: The first Under-Display Camera (UDC) image restoration challenge was held in conjunction with the RLQ workshop at ECCV 2020 as mentioned in this paper, where the challenge tracks correspond to two types of display: a 4k Transparent OLED and a phone Pentile OLED.