A
Ajay Pratap Singh
Researcher at Central Electronics Engineering Research Institute
Publications - 4
Citations - 62
Ajay Pratap Singh is an academic researcher from Central Electronics Engineering Research Institute. The author has contributed to research in topics: Salience (neuroscience) & Color image. The author has an hindex of 2, co-authored 4 publications receiving 42 citations. Previous affiliations of Ajay Pratap Singh include Seoul National University.
Papers
More filters
Proceedings ArticleDOI
NTIRE 2019 Challenge on Video Super-Resolution: Methods and Results
Seungjun Nah,Radu Timofte,Shuhang Gu,Sungyong Baik,Seokil Hong,Gyeongsik Moon,Sanghyun Son,Kyoung Mu Lee,Wang Xintao,Kelvin C.K. Chan,Ke Yu,Chao Dong,Chen Change Loy,Yuchen Fan,Jiahui Yu,Ding Liu,Thomas S. Huang,Xiao Liu,Chao Li,Dongliang He,Ding Yukang,Shilei Wen,Fatih Porikli,Ratheesh Kalarot,Muhammad Haris,Greg Shakhnarovich,Norimichi Ukita,Peng Yi,Zhongyuan Wang,Kui Jiang,Junjun Jiang,Jiayi Ma,Hang Dong,Xinyi Zhang,Zhe Hu,Kwanyoung Kim,Dong Un Kang,Se Young Chun,Kuldeep Purohit,A.N. Rajagopalan,Yapeng Tian,Yulun Zhang,Yun Fu,Chenliang Xu,A. Murat Tekalp,M. Akin Yilmaz,Cansu Korkmaz,Manoj Sharma,Megh Makwana,Anuj Badhwar,Ajay Pratap Singh,Avinash Upadhyay,Rudrabha Mukhopadhyay,Ankit Shukla,Dheeraj Khanna,A. S. Mandal,Santanu Chaudhury,Si Miao,Yongxin Zhu,Xiao Huo +59 more
TL;DR: This paper reviews the first NTIRE challenge on video super-resolution (restoration of rich details in low-resolution video frames) with focus on proposed solutions and results and gauge the state-of-the-art in videosuper-resolution.
Proceedings ArticleDOI
NTIRE 2019 Challenge on Image Colorization: Report
Seungjun Nah,Radu Timofte,Richard Zhang,Maitreya Suin,Kuldeep Purohit,A. N. Rajagopalan,S Athi Narayanan,Jameer Babu Pinjari,Zhiwei Xiong,Zhan Shi,Chang Chen,Dong Liu,Manish Sharma,Megh Makwana,Anuj Badhwar,Ajay Pratap Singh,Avinash Upadhyay,Akkshita Trivedi,Anil Kumar Saini,Santanu Chaudhury,Prasen Kumar Sharma,Priyankar Jain,Arijit Sur,Gokhan Ozbulak +23 more
TL;DR: This paper reviews the NTIRE challenge on image colorization (estimating color information from the corresponding gray image) with focus on proposed solutions and results.
Posted Content
DSAL-GAN: Denoising based Saliency Prediction with Generative Adversarial Networks
Prerana Mukherjee,Manoj Sharma,Megh Makwana,Ajay Pratap Singh,Avinash Upadhyay,Akkshita Trivedi,Brejesh Lall,Santanu Chaudhury +7 more
TL;DR: A novel end-to-end coupled Denoising based Saliency Prediction with Generative Adversarial Network (DSAL-GAN) framework to address the problem of salient object detection in noisy images and demonstrates with comprehensive evaluation that the proposed framework outperforms several baseline saliency models on various performance benchmarks.
Book ChapterDOI
Gradually Growing Residual and Self-attention Based Dense Deep Back Projection Network for Large Scale Super-Resolution of Image
Manoj Sharma,Avinash Upadhyay,Ajay Pratap Singh,Megh Makwana,Swati Bhugra,Brejesh Lall,Santanu Chaudhury,Deepak,Anil Kumar Saini +8 more
TL;DR: A novel light-weight architecture-Gradually growing Residual and self-Attention based Dense Deep Back Projection Network (GRAD-DBPN) for large scale image super-resolution (SR) and overcomes the issue of vanishing gradient.