Image Processing

Image and Video Processing A New Standard in Image Quality Assessment

Introducing DMS-IQA, a reliable method for assessing image quality against adversarial attacks.

Ekaterina Shumitskaya, Mikhail Pautov, Dmitriy Vatolin

May 8, 2025 ― 6 min read

Computer Vision and Pattern Recognition Boosting Computer Vision with Synthetic Images

CIA enhances image datasets for computer learning and object detection.

Mohamed Benkedadra, Dany Rimez, Tiffanie Godelaine

May 7, 2025 ― 6 min read

Computer Vision and Pattern Recognition Understanding AI: A Look Inside Image Classification

Discover how AI interprets images with new frameworks for transparency.

Jinyung Hong, Yearim Kim, Keun Hee Park

May 7, 2025 ― 7 min read

Computer Vision and Pattern Recognition Improving Autonomous Car Vision in Bad Weather

Learn how new techniques enhance self-driving cars' performance in adverse weather.

Sudarshan Rajagopalan, Vishal M. Patel

May 7, 2025 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Few-Shot Image Generation with HypDAE

HypDAE transforms how we create images from minimal examples.

Lingxiao Li, Kaixuan Fan, Boqing Gong

May 7, 2025 ― 6 min read

Computer Vision and Pattern Recognition Advancing Image Restoration with GenDeg

GenDeg enhances image restoration by creating diverse training datasets.

Sudarshan Rajagopalan, Nithin Gopalakrishnan Nair, Jay N. Paranjape

May 7, 2025 ― 7 min read

Computer Vision and Pattern Recognition DGGS: Enhancing 3D Reconstruction Amid Distractions

DGGS improves 3D modeling by reducing background distractions for cleaner visuals.

Yanqi Bao, Jing Liao, Jing Huo

May 6, 2025 ― 7 min read

Computer Vision and Pattern Recognition Combining Object Detection and Semantic Segmentation

Learn how computers recognize images using two key tasks.

Hoàng-Ân Lê, Paul Berg, Minh-Tan Pham

May 6, 2025 ― 6 min read

Image and Video Processing AdcSR: Speeding Up Image Clarity

AdcSR enhances image quality quickly and efficiently for clearer visuals.

Bin Chen, Gehui Li, Rongyuan Wu

May 6, 2025 ― 6 min read

Computer Vision and Pattern Recognition Advancements in Video Generation with ConsisID

A new method for creating videos that preserve identity and improve visual quality.

Shenghai Yuan, Jinfa Huang, Xianyi He

May 6, 2025 ― 5 min read

Computer Vision and Pattern Recognition SelfSplat: A New Approach to 3D Reconstruction

SelfSplat streamlines 3D modeling by using images without strict setups.

Gyeongjin Kang, Jisang Yoo, Jihyeon Park

May 5, 2025 ― 7 min read

Cryptography and Security Hidden Messages: The Future of Image Steganography

Discover how steganography keeps secrets safe within images using deep learning.

Waheed Rehman

May 5, 2025 ― 6 min read

Computer Vision and Pattern Recognition Advancements in Change Detection Using New Method

Researchers introduce a method for improved change detection in images.

Yan Xing, Qi'ao Xu, Zongyu Guo

May 5, 2025 ― 6 min read

Image and Video Processing Improving Object Detection in Underwater Photography

Scientists enhance underwater images for better object detection, revealing hidden treasures.

Ali Awad, Ashraf Saleem, Sidike Paheding

May 5, 2025 ― 5 min read

Computer Vision and Pattern Recognition SimCMF: Enhancing AI Image Processing

SimCMF helps AI models improve with diverse images efficiently.

Chenyang Lei, Liyi Chen, Jun Cen

May 4, 2025 ― 5 min read

Computer Vision and Pattern Recognition Transforming Blurry Images into Clear Visuals

A new method enhances blurry images using advanced image processing techniques.

Li-Yuan Tsao, Hao-Wei Chen, Hao-Wei Chung

May 4, 2025 ― 8 min read

Computer Vision and Pattern Recognition Reviving Images: The Future of Restoration

A look at innovative methods in image restoration technology.

Yawei Li, Bin Ren, Jingyun Liang

May 4, 2025 ― 6 min read

Computer Vision and Pattern Recognition Revamping Image Restoration Techniques

New methods improve clarity in images using smart approaches.

Eduard Zamfir, Zongwei Wu, Nancy Mehta

May 4, 2025 ― 7 min read

Computer Vision and Pattern Recognition ABAIR: A New Way to Restore Photos

Meet ABAIR, a smart tool for fixing damaged photos effortlessly.

David Serrano-Lozano, Luis Herranz, Shaolin Su

May 4, 2025 ― 6 min read

Neural and Evolutionary Computing Pairing TDA with CNNs for Better Image Recognition

Combining TDA and CNNs enhances image recognition accuracy by leveraging diverse data.

A. Stolarek, W. Jaworek

May 4, 2025 ― 5 min read

Computer Vision and Pattern Recognition Simplifying Image Recognition with PFCNNs

Learn how PFCNNs improve image recognition by using fixed filters.

Christoph Linse, Erhardt Barth, Thomas Martinetz

May 4, 2025 ― 9 min read

Multimedia The Evolution of Image Quality Assessment

Discover how technology is reshaping image quality evaluation processes.

Shima Mohammadi, João Ascenso

May 4, 2025 ― 9 min read

Analysis of PDEs Curvature Flows and the Heisenberg Group

Exploring the evolution of shapes through curvature flows in unique mathematical spaces.

Giovanna Citti, Nicolas Dirr, Federica Dragoni

May 4, 2025 ― 5 min read

Computer Vision and Pattern Recognition Revolutionizing Online Shopping with TryOffDiff

TryOffDiff enhances virtual fitting experiences, improving online clothing purchases.

Riza Velioglu, Petra Bevandic, Robin Chan

May 4, 2025 ― 6 min read

Computer Vision and Pattern Recognition Optimizing Image Classification with Mixture of Experts

Exploring the efficiency of expert models in image classification tasks.

Mathurin Videau, Alessandro Leite, Marc Schoenauer

May 4, 2025 ― 8 min read

Computer Vision and Pattern Recognition Improving Image Generation from Text Descriptions

New methods enhance accuracy in generating images from text prompts.

Tianyi Wei, Dongdong Chen, Yifan Zhou

May 4, 2025 ― 6 min read

Computer Vision and Pattern Recognition Advancements in Multispectral Object Detection Techniques

Exploring innovative methods to enhance multispectral object detection accuracy.

Chen Zhou, Peng Cheng, Junfeng Fang

May 4, 2025 ― 6 min read

Image and Video Processing Advancements in Underwater Image Compression Techniques

New methods improve image transmission for underwater vehicles.

Luyuan Peng, Mandar Chitre, Hari Vishnu

May 3, 2025 ― 7 min read

Computer Vision and Pattern Recognition Revving Up Image Generation with Smart Data Use

Learn how mixed precision quantization speeds up image creation.

Rocco Manz Maruzzelli, Basile Lewandowski, Lydia Y. Chen

May 3, 2025 ― 5 min read

Computer Vision and Pattern Recognition Revolutionizing Text-to-Image Retrieval

New methods enhance how we find images from text descriptions.

Muhammad Huzaifa, Yova Kementchedjhieva

May 3, 2025 ― 5 min read

Machine Learning The Rise of Diffusion Models in AI

Discover how diffusion models are transforming image and video generation.

Matthew Niedoba, Berend Zwartsenberg, Kevin Murphy

May 2, 2025 ― 6 min read

Computer Vision and Pattern Recognition FreqFit: Improving Image Recognition in AI

FreqFit enhances image recognition by focusing on high-frequency features efficiently.

Son Thai Ly, Hien V. Nguyen

May 2, 2025 ― 8 min read

Computer Vision and Pattern Recognition Advancements in Cross-Spectral Face Recognition

A new method improves face recognition across different image conditions.

Kshitij Nikhal, Cedric Nimpa Fondje, Benjamin S. Riggan

May 2, 2025 ― 6 min read

Computation and Language Improving Large Multimodal Models: A New Perspective

New method enhances understanding and trust in multimodal models.

Anirudh Phukan, Divyansh, Harshit Kumar Morj

May 2, 2025 ― 8 min read

Image and Video Processing Advancements in Image Restoration with MambaIRv2

Discover how MambaIRv2 improves image restoration processes using innovative techniques.

Hang Guo, Yong Guo, Yaohua Zha

May 2, 2025 ― 6 min read

Algebraic Topology How Non-Uniform Scaling Affects Persistence Diagrams

Exploring the impact of non-uniform scaling on understanding data shapes.

Vu-Anh Le, Mehmet Dik

May 2, 2025 ― 6 min read

Computer Vision and Pattern Recognition SuperGaussians: A New Approach to Image Creation

Discover how SuperGaussians enhance image synthesis for realistic views.

Rui Xu, Wenyue Chen, Jiepeng Wang

May 2, 2025 ― 5 min read

Computer Vision and Pattern Recognition A Fresh Approach to Dataset Distillation

Introducing DELT for improved image diversity in dataset distillation.

Zhiqiang Shen, Ammar Sherif, Zeyuan Yin

May 1, 2025 ― 5 min read

Computer Vision and Pattern Recognition Cleaning Up Photos: A New Method for Removing Distractions

Learn how a new technique can help separate important elements from distractions in photos.

Yihao Wang, Marcus Klasson, Matias Turkulainen

May 1, 2025 ― 6 min read

Computer Vision and Pattern Recognition RAGDiffusion: A New Way to Create Clothing Images

RAGDiffusion helps create realistic clothing images using advanced data gathering and image generation.

Xianfeng Tan, Yuhan Li, Wenxiang Shang

Apr 30, 2025 ― 6 min read

Latest Articles for Image Processing