Deblurring

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

Dirty Pixels: Optimizing Image Classification Architectures for Raw Sensor Data

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

Citations: 68 • 2017

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

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

Reading Various Types of Pointer Meters Under Extreme Motion Blur

Hongyu Zhang, Yunbo Rao, Jie Shao, Fanman Meng, Jiansu Pu

Citations: 17 • 2023

Lightweight Event-based Optical Flow Estimation via Iterative Deblurring

Yilun Wu, Federico Paredes-Vallés, Guido C. H. E. de Croon

Citations: 17 • 2024

Dynamics-Based Motion Deblurring Improves the Performance of Optical Character Recognition During Fast Scanning of a Robotic Eye

Michael D. Kim, Jun Ueda

Citations: 15 • 2018

Real-Time Panoramic Image Generation and Motion Deblurring by Using Dynamics-Based Robotic Vision

Michael Duckjune Kim, Jun Ueda

Citations: 15 • 2015

Enhancing Local–Global Representation Learning for Image Restoration

Yuning Cui, Alois Knoll

Citations: 13 • 2024

Depth camera image processing and applications

Seungkyu Lee

Citations: 12 • 2012

MFENet: Multi-scale feature extraction network for images deblurring and segmentation of swinging wolfberry branch

Zhenwei Xing, Yutan Wang, Aili Qu, Chan Yang

Citations: 11 • 2023

Restoration of interlaced images degraded by variable velocity motion

Yitzhak Yitzhaky

Citations: 10 • 2003

Deep camera obscura: an image restoration pipeline for pinhole photography

Joshua Rego, Huaijin Chen, Shuai Li, Jinwei Gu, Suren Jayasuriya

Citations: 9 • 2022

Fast Event-based Double Integral for Real-time Robotics

Shijie Lin, Yingqiang Zhang, Dongyue Huang, Bin Zhou, Xiaowei Luo, Jia Pan

Citations: 9 • 2023

Estimation and Sharpening of Blur in Degraded Images Captured by a Camera on a Moving Object

Toshiyuki Hayashi, Takashi Tsubouchi

Citations: 8 • 2022

Feature Detection Performance Based Benchmarking of Motion Deblurring Methods: Applications to Vision for Legged Robots

Gökhan Koray Gültekin, Afşar Saranlı

Citations: 8 • 2019