Search Results - "Desai, Chaitra"
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1
AquaGAN: Restoration of Underwater Images
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01-06-2022)“…In this paper, we propose a generative model to restore degraded underwater images considering attenuation coefficients as clue and name it as AquaGAN…”
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2
HNN: Hierarchical Noise-Deinterlace Net Towards Image Denoising
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (17-06-2024)“…In this paper, we propose a hierarchical framework for image denoising and term it Hierarchical Noise-Deinterlace Net (HNN). Image denoising techniques aim to…”
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3
RUIG: Realistic Underwater Image Generation Towards Restoration
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01-06-2021)“…In this paper, we present a novel method for generating synthetic underwater images considering revised image formation model. We propose to use the generated…”
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DepthCue: Restoration of Underwater Images Using Monocular Depth as a Clue
Published in 2023 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW) (01-01-2023)“…In this paper, we perform restoration of underwater images by considering principles of the image formation model in deep neural networks. Typically,…”
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5
LightNet: Generative Model for Enhancement of Low-Light Images
Published in 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) (02-10-2023)“…In this work, we propose a generative model for enhancement of images captured in low-light conditions. Sensor constraints and inappropriate lighting…”
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NTIRE 2022 Challenge on Night Photography Rendering
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01-06-2022)“…This paper reviews the NTIRE 2022 challenge on night photography rendering. The challenge solicited solutions that processed RAW camera images captured in…”
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Comparative analysis of K means clustering using different scheduling algorithms
Published in 2016 IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT) (01-05-2016)“…Hadoop is an open-source framework developed by Apache software foundation. It works on large datasets, as the data is been stored and processed across cluster…”
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NTIRE 2024 Dense and Non-Homogeneous Dehazing Challenge Report
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (17-06-2024)“…This study examines the results of the NTIRE 2024 Challenge on Dense and Non-Homogeneous Dehazing. Innovative methods were introduced and tested using a new…”
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NTIRE 2024 Image Shadow Removal Challenge Report
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (17-06-2024)“…This work reviews the results of the NTIRE 2024 Challenge on Shadow Removal. Building on the last year edition, the current challenge was organized in two…”
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MIPI 2023 Challenge on Nighttime Flare Removal: Methods and Results
Published in IEEE Computer Society Conference on Computer Vision and Pattern Recognition workshops (01-06-2023)“…Developing and integrating advanced image sensors with novel algorithms in camera systems are prevalent with the increasing demand for computational…”
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NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (17-06-2024)“…This paper reviews the NTIRE 2024 low light image enhancement challenge, highlighting the proposed solutions and results. The aim of this challenge is to…”
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12
NTIRE 2024 Challenge on Image Super-Resolution (×4): Methods and Results
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (17-06-2024)“…This paper reviews the NTIRE 2024 challenge on image super-resolution (×4), highlighting the solutions proposed and the outcomes obtained. The challenge…”
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The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (17-06-2024)“…This paper provides a comprehensive review of the NTIRE 2024 challenge, focusing on efficient single-image super-resolution (ESR) solutions and their outcomes…”
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14
NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results
Published 22-04-2024“…This paper reviews the NTIRE 2024 low light image enhancement challenge, highlighting the proposed solutions and results. The aim of this challenge is to…”
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Journal Article -
15
The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report
Published 16-04-2024“…This paper provides a comprehensive review of the NTIRE 2024 challenge, focusing on efficient single-image super-resolution (ESR) solutions and their outcomes…”
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Journal Article -
16
NTIRE 2024 Challenge on Image Super-Resolution ($\times$4): Methods and Results
Published 15-04-2024“…This paper reviews the NTIRE 2024 challenge on image super-resolution ($\times$4), highlighting the solutions proposed and the outcomes obtained. The challenge…”
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Journal Article -
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1st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results
Published 24-11-2022“…The 1$^{\text{st}}$ Workshop on Maritime Computer Vision (MaCVi) 2023 focused on maritime computer vision for Unmanned Aerial Vehicles (UAV) and Unmanned…”
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18
A new approach to system simulation & modelling laboratory
Published in 2012 IEEE International Conference on Engineering Education: Innovative Practices and Future Trends (AICERA) (01-07-2012)“…Introducing System simulation and modelling course as well as laboratory in the curriculum of computer science and information science program is of great…”
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