Latest Articles for Image Processing

Computer Vision and Pattern Recognition Improving Image Generation with New Techniques

A new method enhances diffusion models for better image quality and speed.

Yuchen Liang, Yuchuan Tian, Lei Yu

2025-06-06T08:13:30+00:00 ― 5 min read

Computer Vision and Pattern Recognition Single-Image HDR: A New Path for Photography

A method for creating HDR images from a single photo using intrinsic images.

Sebastian Dille, Chris Careaga, Yağız Aksoy

2025-06-06T01:36:15+00:00 ― 5 min read

Methodology Improving Outlier Management with Cellwise Gaussian Mixture Model

A new method enhances analysis by focusing on individual data cells.

Giorgia Zaccaria, Luis A. García-Escudero, Francesca Greselin

2025-06-05T22:10:24+00:00 ― 7 min read

Computer Vision and Pattern Recognition Hyperbolic Vision Transformers: A New Approach to Image Processing

Introducing Hyperbolic Vision Transformers for advanced image classification and analysis.

Jacob Fein-Ashley, Ethan Feng, Minh Pham

2025-06-05T19:27:12+00:00 ― 5 min read

Image and Video Processing Advancing Material Classification with Hyperspectral Imaging

Combining hyperspectral imaging and deep learning for improved material classification.

Savvas Sifnaios, George Arvanitakis, Fotios K. Konstantinidis

2025-06-05T18:19:00+00:00 ― 8 min read

Numerical Analysis Restoring Images Affected by Salt-and-Pepper Noise

A method for cleaning images with salt-and-pepper noise using the L TV model.

Yuan Liu, Peiqi Yu, Chao Zeng

2025-06-05T16:57:58+00:00 ― 6 min read

Computer Vision and Pattern Recognition Advancements in Low-Light Image Enhancement Techniques

New methods improve low-light image quality using semi-supervised learning.

Guanlin Li, Ke Zhang, Ting Wang

2025-06-05T12:28:30+00:00 ― 7 min read

Computer Vision and Pattern Recognition Transforming Blurry Photos with DoSSR

Discover how DoSSR improves image quality efficiently and effectively.

Qinpeng Cui, Yixuan Liu, Xinyi Zhang

2025-06-05T12:12:42+00:00 ― 4 min read

Machine Learning The Art of Merging Models in Machine Learning

An overview of various methods for merging models to enhance machine learning performance.

Derek Tam, Yash Kant, Brian Lester

2025-06-05T09:03:06+00:00 ― 8 min read

Computer Vision and Pattern Recognition Detecting Deepfakes: A New Approach

Introducing Wavelet-CLIP for improved detection of deepfake images.

Lalith Bharadwaj Baru, Shilhora Akshay Patel, Rohit Boddeda

2025-06-05T08:47:18+00:00 ― 5 min read

Optics New Technique Enhances Cellular Imaging

Vortex Interference Localization Microscopy improves how scientists see cellular structures.

Wei Wang, Zengxin Huang, Yilin Wang

2025-06-05T08:42:12+00:00 ― 4 min read

Machine Learning Improving Sound Speed Estimation in Ultrasound Imaging

Using implicit neural networks to enhance speed of sound measurement in tissues.

Michal Byra, Piotr Jarosik, Piotr Karwat

2025-06-05T07:47:15+00:00 ― 4 min read

Quantum Physics Advancements in Quantum Image Processing Techniques

New methods aim to improve quantum image processing efficiency and reduce complexity.

Shahab Iranmanesh, Hossein Aghababa, Kazim Fouladi

2025-06-05T03:36:03+00:00 ― 5 min read

Computer Vision and Pattern Recognition Improving Homography Estimation with InterNet

InterNet enhances homography estimation by learning from images without labeled data.

Junchen Yu, Si-Yuan Cao, Runmin Zhang

2025-06-05T02:28:06+00:00 ― 4 min read

Image and Video Processing Techniques for Clearer Images: Denoising Methods

Learn about image denoising techniques to improve clarity and quality.

Cameron Khanpour

2025-06-05T02:07:20+00:00 ― 6 min read

Computer Vision and Pattern Recognition Improving Motion Estimation with Event Cameras

A method that combines event data and traditional frames for better motion analysis.

Pritam P. Karmokar, Quan H. Nguyen, William J. Beksi

2025-06-04T23:41:35+00:00 ― 6 min read

Computer Vision and Pattern Recognition Advancements in Exposure Fusion Techniques for HDR Imaging

A look at new methods for merging images in varying light.

Chaobing Zheng, Shiqian Wu, Zhenggguo Li

2025-06-04T23:10:36+00:00 ― 6 min read

Information Theory Analyzing Vision-Based Localization Using Random Patterns

A new framework to evaluate the effectiveness of vision-based positioning systems.

Haozhou Hu, Harpreet S. Dhillon, R. Michael Buehrer

2025-06-04T16:58:04+00:00 ― 7 min read

Machine Learning A New Approach to Continuous Kernels in Image Processing

Continuous Fourier Convolutions improve efficiency in image recognition tasks.

Clayton Harper, Luke Wood, Peter Gerstoft

2025-06-04T11:07:36+00:00 ― 5 min read

Numerical Analysis Advancements in Image Deblurring Techniques

New methods improve speed and quality in image deblurring tasks.

Stefano Aleotti, Marco Donatelli, Rolf Krause

2025-06-04T07:19:17+00:00 ― 5 min read

Computer Vision and Pattern Recognition Advancing Semantic Segmentation with Probabilistic Prototypical Pixel Contrast

A new framework improves pixel labeling by addressing uncertainty in semantic segmentation.

Xiaoke Hao, Shiyu Liu, Chuanbo Feng

2025-06-04T01:35:00+00:00 ― 6 min read

Numerical Analysis Group Sparsity: A Key Concept in Data Analysis

Exploring the importance of group sparsity in data analysis across various fields.

Rongrong Lin, Shihai Chen, Han Feng

2025-06-04T00:19:49+00:00 ― 4 min read

Machine Learning Examining Neural Encodings in CNNs

A look into how CNNs learn image features and their universal similarities.

Florentin Guth, Brice Ménard

2025-06-03T21:06:24+00:00 ― 7 min read

Image and Video Processing New Technique Tackles Ring Artifacts in CT Imaging

A fresh method improves CT image clarity by removing ring artifacts effectively.

Ligen Shi, Xu Jiang, YunZe Liu

2025-06-03T19:21:10+00:00 ― 6 min read

Computer Vision and Pattern Recognition Advancements in Conditional Image Synthesis with Diffusion Models

A look at the role and methods of diffusion models in image creation.

Zheyuan Zhan, Defang Chen, Jian-Ping Mei

2025-06-03T19:00:00+00:00 ― 7 min read

Computer Vision and Pattern Recognition Enhancing Vision Transformers with Spatial Analysis

SATA improves the robustness and efficiency of Vision Transformers for image classification tasks.

Nick Nikzad, Yi Liao, Yongsheng Gao

2025-06-03T14:47:12+00:00 ― 4 min read

Computer Vision and Pattern Recognition Advancing Semantic Segmentation with Unlabeled Images

A new method improves object recognition using masks without detailed labels.

Heeseong Shin, Chaehyun Kim, Sunghwan Hong

2025-06-03T14:39:18+00:00 ― 5 min read

Computer Vision and Pattern Recognition Improving Object Detection in Remote Sensing Images

A new method enhances identification of oriented objects in remote sensing images.

Jiaqi Zhao, Zeyu Ding, Yong Zhou

2025-06-03T10:10:42+00:00 ― 5 min read

Computer Vision and Pattern Recognition CIAI: Advancing Noise Detection in AI Models

CIAI system improves detection of noise in images, enhancing AI model accuracy.

Anubhooti Jain, Susim Roy, Kwanit Gupta

2025-06-03T09:39:06+00:00 ― 5 min read

Computer Vision and Pattern Recognition Tackling Long-Tail Challenges in Semantic Segmentation

AUCSeg improves segmentation by addressing class imbalance in image processing.

Boyu Han, Qianqian Xu, Zhiyong Yang

2025-06-03T05:34:12+00:00 ― 7 min read

Computer Vision and Pattern Recognition Introducing FireLite: A Smart Solution for Fire Detection

FireLite offers accurate fire detection with minimal resources in transportation.

Mahamudul Hasan, Md Maruf Al Hossain Prince, Mohammad Samar Ansari

2025-06-03T05:18:24+00:00 ― 6 min read

Image and Video Processing Improving HDR Imaging with Deep Learning Methods

New techniques enhance color accuracy in HDR images for better display.

Xenios Milidonis, Francesco Banterle, Alessandro Artusi

2025-06-03T03:58:05+00:00 ― 5 min read

Computer Vision and Pattern Recognition PerCo (SD): A New Way to Compress Images

PerCo (SD) offers a public method for high-quality image compression.

Nikolai Körber, Eduard Kromer, Andreas Siebert

2025-06-03T03:43:36+00:00 ― 6 min read

Computer Vision and Pattern Recognition A New Approach to Image Restoration

UIR-LoRA improves image restoration by handling multiple degradations simultaneously.

Cheng Zhang, Dong Gong, Jiumei He

2025-06-03T02:16:42+00:00 ― 6 min read

Computer Vision and Pattern Recognition Improving Glass Bottle Print Quality with Machine Learning

Machine learning methods enhance quality control for glass bottle printing defects.

Maximilian Bundscherer, Thomas H. Schmitt, Tobias Bocklet

2025-06-03T00:02:24+00:00 ― 6 min read

Computer Vision and Pattern Recognition Tracking Returned Products in Bakeries with AI

How AI improves tracking of returned bread in bakeries for better resource use.

Thomas H. Schmitt, Maximilian Bundscherer, Tobias Bocklet

2025-06-02T23:22:54+00:00 ― 6 min read

Computer Vision and Pattern Recognition Advancing Camera Calibration with Collimator Systems

A novel approach to camera calibration using collimators for better accuracy.

Shunkun Liang, Banglei Guan, Zhenbao Yu

2025-06-02T21:08:36+00:00 ― 5 min read

Computer Vision and Pattern Recognition Improving Image Captions with TROPE

TROPE enhances image captions by focusing on object parts for better detail.

Joshua Feinglass, Yezhou Yang

2025-06-02T20:13:18+00:00 ― 5 min read

Computer Vision and Pattern Recognition Advancing Depth Estimation in Endoscopy

Introducing the EndoDepth benchmark for evaluating depth prediction models in endoscopic procedures.

Ivan Reyes-Amezcua, Ricardo Espinosa, Christian Daul

2025-06-02T18:46:24+00:00 ― 5 min read

Image and Video Processing The Rise of Super-Resolution Technology in Visual Content

Super-Resolution technology enhances low-quality images for modern viewing standards.

Yongrok Kim, Junha Shin, Juhyun Lee

2025-06-02T16:37:55+00:00 ― 6 min read