Latest Articles for Convolutional Neural Networks

Computer Vision and Pattern Recognition Improving Image Quality and Classification Techniques

A new method enhances image clarity and recognition in noisy environments.

Thomas C Markhorst, Jan C van Gemert, Osman S Kayhan

2025-06-12T04:58:25+00:00 ― 7 min read

Computer Vision and Pattern Recognition AMBER: A New Model for Hyperspectral Image Analysis

AMBER outperforms CNNs in classifying hyperspectral images, showcasing improved accuracy.

Andrea Dosi, Massimo Brescia, Stefano Cavuoti

2025-06-12T00:53:42+00:00 ― 6 min read

Computer Vision and Pattern Recognition Ultrasound-Based Gesture Recognition for Portable Devices

Advancements in using ultrasound for hand gesture recognition on small devices.

Keshav Bimbraw, Haichong K. Zhang, Bashima Islam

2025-06-11T22:15:42+00:00 ― 4 min read

Computer Vision and Pattern Recognition Advancements in SSS Image Classification with Vision Transformers

This paper compares Vision Transformers and CNNs for classifying side-scan sonar images.

BW Sheffield, Jeffrey Ellen, Ben Whitmore

2025-06-09T23:47:00+00:00 ― 6 min read

Machine Learning Improving Internet Traffic Predictions with ConvLSTMTransNet

A new model enhances the accuracy of internet traffic forecasting.

Sajal Saha, Saikat Das, Glaucio H. S. Carvalho

2025-06-09T16:40:24+00:00 ― 5 min read

Computer Vision and Pattern Recognition Improving Typhoon Predictions with New Techniques

New methods enhance storm forecasting accuracy using satellite data analysis.

Zhangyue Ling, Pritthijit Nath, César Quilodrán-Casas

2025-06-09T08:51:57+00:00 ― 5 min read

Computer Vision and Pattern Recognition Harnessing Technology for Helmet Safety

New tech aims to enhance helmet compliance on construction sites.

Mujadded Al Rabbani Alif

2025-06-09T08:22:42+00:00 ― 5 min read

Robotics Advancements in Visual Servoing for Robots

AI techniques enhance keypoint detection for improved robotic interactions.

Niloufar Amiri, Guanghui Wang, Farrokh Janabi-Sharifi

2025-06-08T23:01:48+00:00 ― 6 min read

Instrumentation and Detectors New Approaches in Temperature Measurement Using NV-Diamond Sensors

Examining various methods for accurate temperature estimation with NV-diamond technology.

Shraddha Rajpal, Zeeshan Ahmed, Tyrus Berry

2025-06-08T13:45:51+00:00 ― 5 min read

Cryptography and Security Innovative Approaches to Malware Detection

This work presents new methods for detecting malware using visualization and machine learning.

Fang Wang, Hussam Al Hamadi, Ernesto Damiani

2025-06-08T01:34:06+00:00 ― 5 min read

Image and Video Processing Advancements in Vessel Segmentation Techniques

New methods enhance the accuracy of identifying blood vessels in medical images.

Amine Sadikine, Bogdan Badic, Enzo Ferrante

2025-06-07T19:42:35+00:00 ― 5 min read

Computer Vision and Pattern Recognition Improving Underwater Scene Recognition with Targeted Focus

A new method enhances accuracy in underwater image classification by isolating key features.

Jianqi Zhang, Mengxuan Wang, Jingyao Wang

2025-06-07T05:41:12+00:00 ― 6 min read

Computer Vision and Pattern Recognition Improving Gesture Recognition with Ultrasound Imaging

Study enhances accuracy in hand gesture recognition using ultrasound data.

Keshav Bimbraw, Jack Rothenberg, Haichong K. Zhang

2025-06-06T23:37:48+00:00 ― 6 min read

Computer Vision and Pattern Recognition California Wildfire GeoImaging Dataset: A New Approach to Detection

Addressing wildfire detection through a comprehensive satellite imagery dataset.

Valeria Martin, K. Brent Venable, Derek Morgan

2025-06-06T22:50:24+00:00 ― 5 min read

Machine Learning Neural Networks: A Practical Overview

Learn the basics of neural networks and their applications across various fields.

Martín Hernández, Enrique Zuazua

2025-06-06T14:01:40+00:00 ― 4 min read

Computer Vision and Pattern Recognition AACLiteNet: A New Way to Detect Aortic Calcification

AACLiteNet improves detection of abdominal aortic calcification for better heart health.

Zaid Ilyas, Afsah Saleem, David Suter

2025-06-06T01:22:42+00:00 ― 4 min read

Machine Learning Advancements in Lossy Compression for Scientific Data

Discover how machine learning boosts data compression in science.

Youyuan Liu, Wenqi Jia, Taolue Yang

2025-06-05T08:31:30+00:00 ― 7 min read

Machine Learning AI Techniques Enhance Spacecraft Fault Detection

New AI methods aim to improve fault detection in spacecraft systems.

R. Gallon, F. Schiemenz, A. Krstova

2025-06-04T23:50:06+00:00 ― 6 min read

Astrophysics of Galaxies Identifying Strongly Lensed Quasars in the KiDS Survey

Research reveals new candidates for strongly lensed quasars using machine learning techniques.

Zizhao He, Rui Li, Yiping Shu

2025-06-03T21:30:33+00:00 ― 6 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

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 Robots and Object Recognition in Daily Tasks

Study shows how robots improve recognition for pick-and-place tasks.

Seraj Ghasemi, Hamed Hosseini, MohammadHossein Koosheshi

2025-06-01T11:28:55+00:00 ― 6 min read

Mesoscale and Nanoscale Physics Automating Calibration in Quantum Dots Using Machine Learning

A study shows improved calibration of quantum dots with neural networks.

Victor Yon, Bastien Galaup, Claude Rohrbacher

2025-06-01T11:17:18+00:00 ― 4 min read

Optics Improving Optical Transmission Systems with Two-Stage Compensation

New methods enhance data transmission quality in optical systems.

Alexey Redyuk, Evgeny Shevelev, Vitaly Danilko

2025-06-01T05:55:27+00:00 ― 6 min read

Computer Vision and Pattern Recognition Advancements in Monocular Depth Estimation

A new approach improves depth estimation from single images using pixel movement.

Kebin Peng, John Quarles, Kevin Desai

2025-06-01T05:46:30+00:00 ― 7 min read

Computer Vision and Pattern Recognition Advancements in Lane Detection with Polar R-CNN

Polar R-CNN innovates lane detection, improving efficiency and performance.

Shengqi Wang, Junmin Liu, Xiangyong Cao

2025-06-01T00:54:12+00:00 ― 5 min read

Image and Video Processing Improving Medical Imaging with Involution Techniques

This technique boosts accuracy in diagnosing diseases using advanced image analysis.

Md. Farhadul Islam, Sarah Zabeen, Meem Arafat Manab

2025-05-31T17:40:05+00:00 ― 5 min read

Computer Vision and Pattern Recognition Automated Detection of Solar Panel Defects with PV-faultNet

PV-faultNet offers a smart solution for identifying solar panel defects efficiently.

Eiffat E Zaman, Rahima Khanam

2025-05-30T07:07:03+00:00 ― 8 min read

Machine Learning Improving Solutions to Partial Differential Equations with DPNO

DPNO enhances the accuracy and efficiency of solving complex PDEs using parallel processing.

Qinglong Ma, Peizhi Zhao, Sen Wang

2025-05-30T00:40:49+00:00 ― 4 min read

Quantitative Methods Understanding Shapley Values in DNA Profiling

Shapley values enhance decision-making in DNA profiling and related fields.

Lauren Elborough, Duncan Taylor, Melissa Humphries

2025-05-29T20:29:14+00:00 ― 6 min read

Human-Computer Interaction Advancing Human-Computer Interaction through Recognition

Exploring face and gesture recognition to improve interactions with technology.

Kaushik Ranade, Tanmay Khule, Riddhi More

2025-05-29T16:06:36+00:00 ― 8 min read

Artificial Intelligence Multimodal AI: The Future of Healthcare Decision-Making

A look at how multimodal AI is changing the landscape of medical decisions.

Daan Schouten, Giulia Nicoletti, Bas Dille

2025-05-29T05:40:12+00:00 ― 7 min read

Image and Video Processing Transforming Diabetic Retinopathy Diagnosis with Federated Learning

This system enhances DR detection while maintaining patient privacy.

Gajan Mohan Raj, Michael G. Morley, Mohammad Eslami

2025-05-28T21:47:41+00:00 ― 6 min read

Rheumatology Advancements in AI for Rheumatoid Arthritis Imaging

AI training with artificial images boosts medical imaging accuracy.

Jun Fukae, Y. Amasaki, Y. Fujieda

2025-05-27T07:58:06+00:00 ― 6 min read

Signal Processing Advancements in Brain-Computer Interfaces with CSP-Nets

New CSP-Nets improve brain activity interpretation for better BCIs.

Xue Jiang, Lubin Meng, Xinru Chen

2025-05-26T13:39:59+00:00 ― 8 min read

Optics The Future of Holography: Distance-Adaptive Technology

A look at how distance-adaptive CGH is changing holography.

Yuto Asano, Kenta Yamamoto, Tatsuki Fushimi

2025-05-26T11:31:45+00:00 ― 7 min read

Image and Video Processing Advances in Capsule Endoscopy: A New Approach

Combining technology and methods to improve disease detection in capsule endoscopy.

Bidisha Chakraborty, Shree Mitra

2025-05-26T06:59:04+00:00 ― 6 min read

Radiology and Imaging New Insights into Alzheimer's Disease Progression

A study reveals how brain connectivity changes in Alzheimer's, aiding earlier diagnosis.

Jacopo Tessadori, I. Boscolo Galazzo, S. F. Storti

2025-05-25T12:09:36+00:00 ― 6 min read

Computer Vision and Pattern Recognition Understanding Image Segmentation and Its Applications

Image segmentation helps computers break down images for better recognition.

Ashim Dahal, Saydul Akbar Murad, Nick Rahimi

2025-05-24T14:57:45+00:00 ― 9 min read

Computer Vision and Pattern Recognition Advancements in Visual Piano Transcription Using Transformers

This work transforms piano performances in videos into accurate sheet music.

Uros Zivanovic, Carlos Eduardo Cancino-Chacón

2025-05-24T13:13:21+00:00 ― 7 min read