Image restoration

Level lines based disocclusion

Simon Masnou, Jean‐Michel Morel

Citations: 528 • 2002

Recording and Playback of Camera Shake: Benchmarking Blind Deconvolution with a Real-World Database

Rolf Köhler, Michael Hirsch, Betty J. Mohler, Bernhard Schölkopf, Stefan Harmeling

Citations: 435 • 2012

Disocclusion: a variational approach using level lines

Simon Masnou

Citations: 186 • 2002

Direct method for restoration of motion-blurred images

Yitzhak Yitzhaky, I. Mor, A. Lantzman, Norman S. Kopeika

Citations: 157 • 1998

RISIR: Rapid Infrared Spectral Imaging Restoration Model for Industrial Material Detection in Intelligent Video Systems

Tingting Liu, Ying Li, Hai Liu, Zhaoli Zhang, Sannyuya Liu

Citations: 102 • 2019

A Deep Learning Approach for Underwater Image Enhancement

Javier Pérez, Aleks Attanasio, Nataliya Nechyporenko, Pedro J. Sanz

Citations: 86 • 2017

Dirty Pixels: Optimizing Image Classification Architectures for Raw Sensor Data

Steven Diamond, Vincent Sitzmann, Stephen Boyd, Gordon Wetzstein, Felix Heide

Citations: 68 • 2017

Image resolution limits resulting from mechanical vibrations. Part III:numerical calculation of modulation transfer function

Ofer Hadar

Citations: 65 • 1992

An Effectual Underwater Image Enhancement using Deep Learning Algorithm

G. Ramkumar, G Anitha, Suresh Kumar Muthuvel, M. Ayyadurai, C. Senthilkumar

Citations: 60 • 2021

Dirty Pixels: Towards End-to-end Image Processing and Perception

Steven Diamond, Vincent Sitzmann, Frank Julca-Aguilar, Stephen Boyd, Gordon Wetzstein, Felix Heide

Citations: 59 • 2021

Deep Learning for Event-based Vision: A Comprehensive Survey and Benchmarks

Zheng Xu, Yexin Liu, Yunfan Lu, Tongyan Hua, Tianbo Pan, Weiming Zhang, Dacheng Tao, Lin Wang

Citations: 39 • 2023

PSNet: Towards Efficient Image Restoration With Self-Attention

Yuning Cui, Alois Knoll

Citations: 32 • 2023

Improved weed segmentation in UAV imagery of sorghum fields with a combined deblurring segmentation model

Nikita Genze, Maximilian Wirth, Christian Schreiner, Raymond Ajekwe, Michael Grieb, Dominik G. Grimm

Citations: 30 • 2023

Formulating Event-based Image Reconstruction as a Linear Inverse Problem with Deep Regularization using Optical Flow

Zelin Zhang, Anthony Yezzi, Guillermo Gallego

Citations: 29 • 2022

Fast Image Restoration for Spatially Varying Defocus Blur of Imaging Sensor

Hejin Cheong, Eunjung Chae, Eunsung Lee, Gwanghyun Jo, Joonki Paik

Citations: 29 • 2015

Underwater image enhancement using multiscale decomposition and gamma correction

Amarendra Kumar Mishra, Mahipal Singh Choudhry, Manjeet Kumar

Citations: 27 • 2022

WRA-Net: Wide Receptive Field Attention Network for Motion Deblurring in Crop and Weed Image

Chaeyeong Yun, Yu Hwan Kim, Sungjae Lee, Su Jin Im, Kang Ryoung Park

Citations: 23 • 2023

Differential Spatial Resection - Pose Estimation Using a Single Local Image Feature

Kevin Köser, Reinhard Koch

Citations: 21 • 2008

CNN based color balancing and denoising technique for underwater images: CNN-CBDT

I. Chandra, Rajveer Shastri, D. Kavitha, Kallakunta Ravi Kumar, S. Manochitra, P. Babu

Citations: 20 • 2023

A novel underwater image restoration method based on decomposition network and physical imaging model

Yanfang Cui, Yujuan Sun, Muwei Jian, Xiaofeng Zhang, Tao Yao, Xin Gao, Yiru Li, Yan Zhang

Citations: 19 • 2021