Latest Articles for Image Processing

This framework addresses incremental learning in remote sensing with improved accuracy.

A new approach to safeguard RAW images from manipulation.

A new method that combines monocular and binocular depth estimation for enhanced accuracy.

A hybrid Vision Transformer improves EEG data analysis and eye movement prediction.

A new AI approach improves clarity in motion-blurred images.

A new method enhances food classification accuracy and nutritional detail.

A new method trains models using generated images without human labels.

A new method improves skin lesion segmentation without labeled data.

A new method enhances building footprint extraction in crowded environments.

Recent methods improve image quality through innovative algorithms.

New techniques enhance the accuracy of medical image analysis.

A new method improves microscopy images, enhancing clarity while preserving vital details.

This study explores domain adaptation techniques for deep learning on encrypted data.

This article introduces a novel method for skeletonizing 3D images compatible with deep learning.

A new method enhances synthetic nuclei images for better segmentation performance.

Researchers tackle image understanding with the NICE challenge.

Using unpaired image translation to enhance surgical training data quality.

New methods improve underwater photo quality for marine research and protection.

RepSGG enhances scene understanding by addressing representation and data challenges.

A new method to estimate uncertainty in pre-trained NeRFs without retraining.

PDiscoNet improves fine-grained classification with minimal labels and effective part discovery.

CR-VAE enhances VAEs by reducing posterior collapse and improving data representations.

MAD offers a new approach to improve medical image alignment across different techniques.

A novel approach evaluates image beauty using learnable queries for better results.

DermoSegDiff improves accuracy in identifying skin lesions, aiding early diagnosis.

Explore how matrices help analyze point configurations in computer vision.

ProPainter improves video inpainting through innovative methods for realistic restoration.

A new method enhances privacy for images collected by fisheye cameras in self-driving cars.

Combining GANs and VAEs for better image generation.

A deep dive into how small changes can mislead classifiers.

New model improves object recognition for enhanced road safety.

A new method for effective noise reduction in dark photography.

Introducing a framework for efficient 3D toonification while preserving original features.

A new method enhances the connection between text prompts and generated images.

Innovative methods for object segmentation from text descriptions are emerging.

A fresh approach to instance segmentation evaluation metrics is presented.

A novel approach improves segmentation of cell nuclei using semi-supervised learning.

A study on how RNNs learn and adapt their object classifications.

SDLFormer combines advanced techniques for better MRI image quality and faster processing.

Framework detects important shared objects in images without prior training.