Image Processing

Computer Vision and Pattern Recognition Mix-Modality Person Re-Identification: A New Approach

Combining visible and infrared images improves person tracking in diverse conditions.

Wei Liu, Xin Xu, Hua Chang

Apr 13, 2025 ― 5 min read

Computer Vision and Pattern Recognition Transforming Vision: The Role of Superpixels in AI

Discover how superpixels improve machine understanding of images.

Jaihyun Lew, Soohyuk Jang, Jaehoon Lee

Apr 13, 2025 ― 6 min read

Computer Vision and Pattern Recognition Unlocking the Secrets of Unsupervised Image Segmentation

Discover how unsupervised methods enhance image analysis without labeled examples.

Daniela Ivanova, Marco Aversa, Paul Henderson

Apr 13, 2025 ― 7 min read

Metric Geometry The Geometry of Radial Mean Bodies

Discover the fascinating world of planar radial mean bodies in geometry.

J. Haddad

Apr 13, 2025 ― 6 min read

Computer Vision and Pattern Recognition Enhancing Image Segmentation with Mask-Adapter

A new approach to image segmentation improves recognition capabilities for unseen categories.

Yongkang Li, Tianheng Cheng, Wenyu Liu

Apr 12, 2025 ― 6 min read

Numerical Analysis Taming Data Noise with Subdivision Rules

Learn how subdivision rules enhance data clarity by reducing noise effectively.

Sergio López Ureña, Dionisio F. Yáñez

Apr 10, 2025 ― 5 min read

Computer Vision and Pattern Recognition Speeding Up Image Restoration with Measurement Optimization

Discover how Measurement Optimization transforms image processing for clearer results.

Tianyu Chen, Zhendong Wang, Mingyuan Zhou

Apr 9, 2025 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Image Generation with Noise Refinement

New techniques boost image quality from noise without guidance.

Donghoon Ahn, Jiwon Kang, Sanghyun Lee

Apr 9, 2025 ― 5 min read

Numerical Analysis Streamlining Data with Efficient Tensor Techniques

Learn how smarter algorithms make handling large data easier and faster.

Salman Ahmadi-Asl, Naeim Rezaeian, Cesar F. Caiafa

Apr 7, 2025 ― 6 min read

Numerical Analysis Harnessing Tensors: The Future of Data Processing

Discover how tensor decomposition is transforming data analysis with advanced algorithms.

Salman Ahmadi-Asl, Naeim Rezaeian, Andre L. F. de Almeida

Apr 7, 2025 ― 7 min read

Computer Vision and Pattern Recognition Advancing 3D Models: New Techniques in Surface Reconstruction

Learn about cutting-edge methods for creating detailed 3D models from images.

Thomas Walker, Octave Mariotti, Amir Vaxman

Apr 7, 2025 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Underwater Imaging with New Technology

A new method enhances clarity in underwater photography, overcoming light challenges.

MD Raqib Khan, Anshul Negi, Ashutosh Kulkarni

Apr 6, 2025 ― 6 min read

Numerical Analysis Smooth Surfaces from Scattered Data Points

A new method transforms messy data into smooth approximations.

David Levin, José M. Ramón, Juan Ruiz-Alvarez

Apr 6, 2025 ― 7 min read

Computer Vision and Pattern Recognition Teaching Machines to Learn from Mistakes

Discover how models can learn from errors in visual reasoning.

Jiali Chen, Xusen Hei, Yuqi Xue

Apr 5, 2025 ― 7 min read

Computer Vision and Pattern Recognition Remix-DiT: A New Way to Enhance Images

Discover how Remix-DiT improves image quality efficiently with specialized models.

Gongfan Fang, Xinyin Ma, Xinchao Wang

Apr 4, 2025 ― 6 min read

Computer Vision and Pattern Recognition Advancing Category Discovery with NCENet

NCENet enables computers to learn new categories from images without forgetting old ones.

Ye Wang, Yaxiong Wang, Guoshuai Zhao

Apr 3, 2025 ― 5 min read

Medical Physics Revolutionizing PET Imaging with New Techniques

A new method enhances PET image quality and reduces complexity for doctors.

George Webber, Yuya Mizuno, Oliver D. Howes

Apr 3, 2025 ― 6 min read

Computer Vision and Pattern Recognition Transforming Fine-Grained Visual Classification with SGIA

SGIA enhances image generation for improved accuracy in fine-grained classification.

Qiyu Liao, Xin Yuan, Min Xu

Apr 2, 2025 ― 6 min read

Computer Vision and Pattern Recognition Fighting Noise: Denoising Models Under Attack

Denoising models face challenges from adversarial noise but new strategies offer hope.

Jie Ning, Jiebao Sun, Shengzhu Shi

Apr 1, 2025 ― 6 min read

Computer Vision and Pattern Recognition New Technique to Spot AI-Generated Images

A fresh method to identify AI-created images using predictive uncertainty.

Jun Nie, Yonggang Zhang, Tongliang Liu

Apr 1, 2025 ― 6 min read

Cryptography and Security Bridging Image Processing and Encryption

Discover the challenges of combining SIFT and Fully Homomorphic Encryption.

Ishwar B Balappanawar, Bhargav Srinivas Kommireddy

Apr 1, 2025 ― 7 min read

Machine Learning DVP-VAE: A New Era in Data Generation

Exploring the innovative DVP-VAE model for data generation in AI.

Anna Kuzina, Jakub M. Tomczak

Apr 1, 2025 ― 8 min read

Computer Vision and Pattern Recognition Simplifying Attention in Computer Vision

A look into Static Key Attention and its benefits for image processing.

Zizhao Hu, Xiaolin Zhou, Mohammad Rostami

Mar 31, 2025 ― 6 min read

Computer Vision and Pattern Recognition A New Dawn in Image Recognition

Innovative model enhances image recognition reliability against attacks.

Longwei Wang, Xueqian Li, Zheng Zhang

Mar 30, 2025 ― 6 min read

Computer Vision and Pattern Recognition SphereUFormer: Redefining 360-Degree Perception

Revolutionizing how we perceive the world in 360 degrees.

Yaniv Benny, Lior Wolf

Mar 30, 2025 ― 9 min read

Computer Vision and Pattern Recognition InstantRestore: The Future of Face Restoration

InstantRestore quickly enhances degraded face images while preserving key features.

Howard Zhang, Yuval Alaluf, Sizhuo Ma

Mar 29, 2025 ― 8 min read

Computer Vision and Pattern Recognition Peeking Inside DETR: The Magic of Feature Inversion

Discover how feature inversion reveals the inner workings of DETR networks.

Jan Rathjens, Shirin Reyhanian, David Kappel

Mar 29, 2025 ― 7 min read

Computer Vision and Pattern Recognition Smart Strategies for Image Segmentation

New active learning methods improve image labeling efficiency and accuracy.

Fei Wu, Pablo Marquez-Neila, Hedyeh Rafi-Tarii

Mar 28, 2025 ― 6 min read

Computer Vision and Pattern Recognition iLLaVA: Speeding Up AI with Smart Token Management

iLLaVA makes AI models faster while keeping vital information intact.

Lianyu Hu, Fanhua Shang, Liang Wan

Mar 27, 2025 ― 6 min read

Computer Vision and Pattern Recognition Keeping Identities Private with RefSD

RefSD offers a smart way to create synthetic images while protecting privacy.

Kartik Patwari, David Schneider, Xiaoxiao Sun

Mar 27, 2025 ― 7 min read

Image and Video Processing Cleaning Up the Grain: Innovative Image Denoising Techniques

New methods enhance photography by reducing noise in images.

Inju Ha, Donghun Ryou, Seonguk Seo

Mar 27, 2025 ― 8 min read

Computer Vision and Pattern Recognition Understanding SAM's Challenges in Image Segmentation

A deep look into SAM's struggles with complex objects and textures.

Yixin Zhang, Nicholas Konz, Kevin Kramer

Mar 26, 2025 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Hyperspectral Imaging with Hipandas

Hipandas improves hyperspectral images by denoising and enhancing resolution simultaneously.

Shuang Xu, Zixiang Zhao, Haowen Bai

Mar 25, 2025 ― 7 min read

Computer Vision and Pattern Recognition The Future of Vision Models: New Approaches

Discover emerging techniques revolutionizing how machines see and understand images.

Greg Heinrich, Mike Ranzinger, Hongxu

Mar 25, 2025 ― 6 min read

Computer Vision and Pattern Recognition Transforming Images: The Future of Pose-Guided Synthesis

Discover how new methods are shaping image generation for realistic poses.

Donghwna Lee, Kyungha Min, Kirok Kim

Mar 24, 2025 ― 6 min read

Computer Vision and Pattern Recognition The Rise of Diffusion Models in Image Generation

Discover how diffusion models are changing the landscape of digital imagery.

Abulikemu Abuduweili, Chenyang Yuan, Changliu Liu

Mar 24, 2025 ― 7 min read

Computer Vision and Pattern Recognition The Tactics Behind Adversarial Attacks

A look at how adversarial attacks challenge AI image processing.

Aixuan Li, Jing Zhang, Jiawei Shi

Mar 24, 2025 ― 6 min read

Computer Vision and Pattern Recognition Higher-Order Convolutions: A Step Forward in Image Recognition

New techniques improve how machines understand images, mimicking human perception.

Simone Azeglio, Olivier Marre, Peter Neri

Mar 23, 2025 ― 9 min read

Image and Video Processing Revolutionizing Image Storage: The Future of Compression

Discover how semantic multi-item compression changes image sharing and storage.

Tom Bachard, Thomas Maugey

Mar 23, 2025 ― 6 min read

Image and Video Processing Reviving Images: The Magic of UniMIC

UniMIC transforms image compression, balancing quality and size.

Yixin Gao, Xin Li, Xiaohan Pan

Mar 23, 2025 ― 7 min read

Latest Articles for Image Processing