Image and Video Processing

Papers filed under eess.IV on arXiv, each one already summarized by Paperlayer. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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181 to 240 of 1,302

Automatic Grading of Individual Knee Osteoarthritis Features in Plain Radiographs using Deep Convolutional Neural Networks
Aleksei Tiulpin, Simo Saarakkala
eess.IVcs.CVcs.LGarXiv:1907.08020v12019
POCOVID-Net: Automatic Detection of COVID-19 From a New Lung Ultrasound Imaging Dataset (POCUS)
Jannis Born, Gabriel Brändle, Manuel Cossio +4
eess.IVcs.CVcs.LGarXiv:2004.12084v42020
Massively Parallel Amplitude-Only Fourier Neural Network
Mario Miscuglio, Zibo Hu, Shurui Li +5
eess.IVphysics.opticsarXiv:2008.05853v22020
Image Synthesis with Adversarial Networks: a Comprehensive Survey and Case Studies
Pourya Shamsolmoali, Masoumeh Zareapoor, Eric Granger +4
cs.CVeess.IVarXiv:2012.13736v12020
An Introduction to Neural Data Compression
Yibo Yang, Stephan Mandt, Lucas Theis
cs.LGcs.ITeess.IVarXiv:2202.06533v32022
Deep Graph-Convolutional Image Denoising
Diego Valsesia, Giulia Fracastoro, Enrico Magli
eess.IVcs.CVcs.LGarXiv:1907.08448v12019
DeepSOCIAL: Social Distancing Monitoring and Infection Risk Assessment in COVID-19 Pandemic
Mahdi Rezaei, Mohsen Azarmi
cs.CVcs.LGeess.IVarXiv:2008.11672v32020
COVID-19 Chest CT Image Segmentation -- A Deep Convolutional Neural Network Solution
Qingsen Yan, Bo Wang, Dong Gong +7
eess.IVcs.CVcs.LGarXiv:2004.10987v22020
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning
Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui +4
cs.CVcs.LGeess.IVarXiv:2005.14284v12020
Seeing Around Street Corners: Non-Line-of-Sight Detection and Tracking In-the-Wild Using Doppler Radar
Nicolas Scheiner, Florian Kraus, Fangyin Wei +8
cs.CVeess.IVarXiv:1912.06613v22019
Leveraging Cardiac Imaging to Improve ECG-Based Detection of Chagas Disease in Resource-Constrained Settings
Laura Alvarez-Florez, Daniel Uyterlinde, Samuel Ruipérez-Campillo +3
cs.LGcs.AIeess.IVarXiv:2609.08582v12026
3DSS-Mamba: 3D-Spectral-Spatial Mamba for Hyperspectral Image Classification
Yan He, Bing Tu, Bo Liu +2
cs.CVeess.IVarXiv:2405.12487v22024
Video Generative Adversarial Networks: A Review
Nuha Aldausari, Arcot Sowmya, Nadine Marcus +1
cs.CVcs.LGeess.IVarXiv:2011.02250v12020
Foundation Models for Generalizable Semantic and Goal-Oriented Communication
Boliang Liu, Wint Yi Poe, Riccardo Trivisonno +1
cs.LGcs.AIcs.ROarXiv:2609.07853v12026
NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image
Boaz Arad, Radu Timofte, Ohad Ben-Shahar +4
eess.IVcs.CVarXiv:2005.03412v12020
SegSort: Segmentation by Discriminative Sorting of Segments
Jyh-Jing Hwang, Stella X. Yu, Jianbo Shi +4
cs.CVcs.LGeess.IVarXiv:1910.06962v22019
Blended Multi-Modal Deep ConvNet Features for Diabetic Retinopathy Severity Prediction
J. D. Bodapati, N. Veeranjaneyulu, S. N. Shareef +4
eess.IVcs.CVcs.LGarXiv:2006.00197v12020
se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains
Bowen Wen, Chaitanya Mitash, Baozhang Ren +1
cs.CVcs.GRcs.LGarXiv:2007.13866v12020
Unified Quality Assessment of In-the-Wild Videos with Mixed Datasets Training
Dingquan Li, Tingting Jiang, Ming Jiang
cs.CVcs.MMeess.IVarXiv:2011.04263v22020
Deep Sinogram Completion with Image Prior for Metal Artifact Reduction in CT Images
Lequan Yu, Zhicheng Zhang, Xiaomeng Li +1
eess.IVcs.CVarXiv:2009.07469v12020
FashionBERT: Text and Image Matching with Adaptive Loss for Cross-modal Retrieval
Dehong Gao, Linbo Jin, Ben Chen +5
cs.IRcs.CVcs.LGarXiv:2005.09801v22020
Can we trust deep learning models diagnosis? The impact of domain shift in chest radiograph classification
Eduardo H. P. Pooch, Pedro L. Ballester, Rodrigo C. Barros
eess.IVcs.AIcs.CVarXiv:1909.01940v22019
CoreDiff: Contextual Error-Modulated Generalized Diffusion Model for Low-Dose CT Denoising and Generalization
Qi Gao, Zilong Li, Junping Zhang +2
eess.IVcs.CVcs.LGarXiv:2304.01814v22023
Machine Vision for Natural Gas Methane Emissions Detection Using an Infrared Camera
Jingfan Wang, Lyne P. Tchapmi, Arvind P. Ravikumara +5
cs.CVcs.LGeess.IVarXiv:1904.08500v12019
Detailed Human Shape Estimation from a Single Image by Hierarchical Mesh Deformation
Hao Zhu, Xinxin Zuo, Sen Wang +2
cs.CVeess.IVarXiv:1904.10506v22019
Light Field Image Super-Resolution Using Deformable Convolution
Yingqian Wang, Jungang Yang, Longguang Wang +4
eess.IVcs.CVarXiv:2007.03535v42020
GLF-CR: SAR-Enhanced Cloud Removal with Global-Local Fusion
Fang Xu, Yilei Shi, Patrick Ebel +4
cs.CVeess.IVarXiv:2206.02850v32022
A Machine Learning Benchmark for Facies Classification
Yazeed Alaudah, Patrycja Michalowicz, Motaz Alfarraj +1
eess.IVcs.CVphysics.geo-pharXiv:1901.07659v22019
Perceptual Quality Assessment of Colored 3D Point Clouds
Honglei Su, Qi Liu, Zhengfang Duanmu +2
eess.IVarXiv:2111.05474v12021
Towards Adversarially Robust Object Detection
Haichao Zhang, Jianyu Wang
cs.CVcs.LGeess.IVarXiv:1907.10310v12019
Task Transformer Network for Joint MRI Reconstruction and Super-Resolution
Chun-Mei Feng, Yunlu Yan, Huazhu Fu +2
eess.IVcs.CVarXiv:2106.06742v32021
A Clinical Benchmark of Public Self-Supervised Pathology Foundation Models
Gabriele Campanella, Shengjia Chen, Ruchika Verma +10
eess.IVcs.CVarXiv:2407.06508v32024
Real-time Fusion Network for RGB-D Semantic Segmentation Incorporating Unexpected Obstacle Detection for Road-driving Images
Lei Sun, Kailun Yang, Xinxin Hu +2
cs.CVcs.ROeess.IVarXiv:2002.10570v22020
Unsupervised Lesion Detection via Image Restoration with a Normative Prior
Xiaoran Chen, Suhang You, Kerem Can Tezcan +1
eess.IVcs.CVarXiv:2005.00031v12020
Conditional Diffusion Models for Semantic 3D Brain MRI Synthesis
Zolnamar Dorjsembe, Hsing-Kuo Pao, Sodtavilan Odonchimed +1
eess.IVcs.CVcs.LGarXiv:2305.18453v52023
Perceptual Image Quality Assessment with Transformers
Manri Cheon, Sung-Jun Yoon, Byungyeon Kang +1
cs.CVeess.IVarXiv:2104.14730v22021
Learned Image Downscaling for Upscaling using Content Adaptive Resampler
Wanjie Sun, Zhenzhong Chen
cs.CVcs.MMeess.IVarXiv:1907.12904v22019
Scalable Optical Learning Operator
Uğur Teğin, Mustafa Yıldırım, İlker Oğuz +2
physics.opticscs.LGeess.IVarXiv:2012.12404v22020
Explainable Deep Learning Methods in Medical Image Classification: A Survey
Cristiano Patrício, João C. Neves, Luís F. Teixeira
eess.IVcs.AIcs.CVarXiv:2205.04766v32022
Spectral DiffuserCam: lensless snapshot hyperspectral imaging with a spectral filter array
Kristina Monakhova, Kyrollos Yanny, Neerja Aggarwal +1
eess.IVcs.CVphysics.opticsarXiv:2006.08565v22020
Mitosis domain generalization in histopathology images -- The MIDOG challenge
Marc Aubreville, Nikolas Stathonikos, Christof A. Bertram +32
eess.IVcs.CVphysics.med-pharXiv:2204.03742v12022
Unsupervised Change Detection in Multi-temporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network
Chen Wu, Hongruixuan Chen, Bo Do +1
eess.IVcs.CVarXiv:1912.08628v12019
EDCNN: Edge enhancement-based Densely Connected Network with Compound Loss for Low-Dose CT Denoising
Tengfei Liang, Yi Jin, Yidong Li +3
eess.IVcs.CVarXiv:2011.00139v12020
Learning for Video Compression with Recurrent Auto-Encoder and Recurrent Probability Model
Ren Yang, Fabian Mentzer, Luc Van Gool +1
eess.IVcs.CVarXiv:2006.13560v42020
Multiple Video Frame Interpolation via Enhanced Deformable Separable Convolution
Xianhang Cheng, Zhenzhong Chen
cs.CVeess.IVarXiv:2006.08070v22020
A survey on computational spectral reconstruction methods from RGB to hyperspectral imaging
Jingang Zhang, Runmu Su, Wenqi Ren +3
eess.IVcs.CVarXiv:2106.15944v22021
Just Go with the Flow: Self-Supervised Scene Flow Estimation
Himangi Mittal, Brian Okorn, David Held
cs.CVcs.LGcs.ROarXiv:1912.00497v22019
DVDnet: A Fast Network for Deep Video Denoising
Matias Tassano, Julie Delon, Thomas Veit
eess.IVcs.CVarXiv:1906.11890v12019
Medical Image Registration Using Deep Neural Networks: A Comprehensive Review
Hamid Reza Boveiri, Raouf Khayami, Reza Javidan +1
eess.IVcs.CVcs.LGarXiv:2002.03401v12020
Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma
Tirtha Chanda, Katja Hauser, Sarah Hobelsberger +32
q-bio.QMcs.CVcs.LGarXiv:2303.12806v12023
On hallucinations in tomographic image reconstruction
Sayantan Bhadra, Varun A. Kelkar, Frank J. Brooks +1
eess.IVcs.LGarXiv:2012.00646v32020
OpenStreetMap: Challenges and Opportunities in Machine Learning and Remote Sensing
John Vargas, Shivangi Srivastava, Devis Tuia +1
cs.CVeess.IVarXiv:2007.06277v12020
Effects of Degradations on Deep Neural Network Architectures
Prasun Roy, Subhankar Ghosh, Saumik Bhattacharya +1
cs.CVeess.IVarXiv:1807.10108v62018
Model Watermarking for Image Processing Networks
Jie Zhang, Dongdong Chen, Jing Liao +5
cs.MMcs.CVeess.IVarXiv:2002.11088v12020
Computer aided detection of tuberculosis on chest radiographs: An evaluation of the CAD4TB v6 system
Keelin Murphy, Shifa Salman Habib, Syed Mohammad Asad Zaidi +10
eess.IVcs.CVarXiv:1903.03349v22019
Super-resolution-based Change Detection Network with Stacked Attention Module for Images with Different Resolutions
Mengxi Liu, Qian Shi, Andrea Marinoni +3
eess.IVcs.CVcs.LGarXiv:2103.00188v12021
SF-Net: Single-Frame Supervision for Temporal Action Localization
Fan Ma, Linchao Zhu, Yi Yang +4
cs.CVcs.LGeess.IVarXiv:2003.06845v62020
Benchmarking and Comparing Multi-exposure Image Fusion Algorithms
Xingchen Zhang
cs.CVeess.IVarXiv:2007.15156v12020
Self-supervised Feature Learning for 3D Medical Images by Playing a Rubik's Cube
Xinrui Zhuang, Yuexiang Li, Yifan Hu +3
cs.CVcs.LGeess.IVarXiv:1910.02241v12019
Multi-Modal Transformer for Accelerated MR Imaging
Chun-Mei Feng, Yunlu Yan, Geng Chen +3
eess.IVcs.CVarXiv:2106.14248v32021

Image and Video Processing

Automatic Grading of Individual Knee Osteoarthritis Features in Plain Radiographs using Deep Convolutional Neural Networks

POCOVID-Net: Automatic Detection of COVID-19 From a New Lung Ultrasound Imaging Dataset (POCUS)

Massively Parallel Amplitude-Only Fourier Neural Network

Image Synthesis with Adversarial Networks: a Comprehensive Survey and Case Studies

An Introduction to Neural Data Compression

Deep Graph-Convolutional Image Denoising

DeepSOCIAL: Social Distancing Monitoring and Infection Risk Assessment in COVID-19 Pandemic

COVID-19 Chest CT Image Segmentation -- A Deep Convolutional Neural Network Solution

Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning

Seeing Around Street Corners: Non-Line-of-Sight Detection and Tracking In-the-Wild Using Doppler Radar

Leveraging Cardiac Imaging to Improve ECG-Based Detection of Chagas Disease in Resource-Constrained Settings

3DSS-Mamba: 3D-Spectral-Spatial Mamba for Hyperspectral Image Classification

Video Generative Adversarial Networks: A Review

Foundation Models for Generalizable Semantic and Goal-Oriented Communication

NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image

SegSort: Segmentation by Discriminative Sorting of Segments

Blended Multi-Modal Deep ConvNet Features for Diabetic Retinopathy Severity Prediction

se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains

Unified Quality Assessment of In-the-Wild Videos with Mixed Datasets Training

Deep Sinogram Completion with Image Prior for Metal Artifact Reduction in CT Images

FashionBERT: Text and Image Matching with Adaptive Loss for Cross-modal Retrieval

Can we trust deep learning models diagnosis? The impact of domain shift in chest radiograph classification

CoreDiff: Contextual Error-Modulated Generalized Diffusion Model for Low-Dose CT Denoising and Generalization

Machine Vision for Natural Gas Methane Emissions Detection Using an Infrared Camera

Detailed Human Shape Estimation from a Single Image by Hierarchical Mesh Deformation

Light Field Image Super-Resolution Using Deformable Convolution

GLF-CR: SAR-Enhanced Cloud Removal with Global-Local Fusion

A Machine Learning Benchmark for Facies Classification

Perceptual Quality Assessment of Colored 3D Point Clouds

Towards Adversarially Robust Object Detection

Task Transformer Network for Joint MRI Reconstruction and Super-Resolution

A Clinical Benchmark of Public Self-Supervised Pathology Foundation Models

Real-time Fusion Network for RGB-D Semantic Segmentation Incorporating Unexpected Obstacle Detection for Road-driving Images

Unsupervised Lesion Detection via Image Restoration with a Normative Prior

Conditional Diffusion Models for Semantic 3D Brain MRI Synthesis

Perceptual Image Quality Assessment with Transformers

Learned Image Downscaling for Upscaling using Content Adaptive Resampler

Scalable Optical Learning Operator

Explainable Deep Learning Methods in Medical Image Classification: A Survey

Spectral DiffuserCam: lensless snapshot hyperspectral imaging with a spectral filter array

Mitosis domain generalization in histopathology images -- The MIDOG challenge

Unsupervised Change Detection in Multi-temporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network

EDCNN: Edge enhancement-based Densely Connected Network with Compound Loss for Low-Dose CT Denoising

Learning for Video Compression with Recurrent Auto-Encoder and Recurrent Probability Model

Multiple Video Frame Interpolation via Enhanced Deformable Separable Convolution

A survey on computational spectral reconstruction methods from RGB to hyperspectral imaging

Just Go with the Flow: Self-Supervised Scene Flow Estimation

DVDnet: A Fast Network for Deep Video Denoising

Medical Image Registration Using Deep Neural Networks: A Comprehensive Review

Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma

On hallucinations in tomographic image reconstruction

OpenStreetMap: Challenges and Opportunities in Machine Learning and Remote Sensing

Effects of Degradations on Deep Neural Network Architectures

Model Watermarking for Image Processing Networks

Computer aided detection of tuberculosis on chest radiographs: An evaluation of the CAD4TB v6 system

Super-resolution-based Change Detection Network with Stacked Attention Module for Images with Different Resolutions

SF-Net: Single-Frame Supervision for Temporal Action Localization

Benchmarking and Comparing Multi-exposure Image Fusion Algorithms

Self-supervised Feature Learning for 3D Medical Images by Playing a Rubik's Cube

Multi-Modal Transformer for Accelerated MR Imaging