Event cameras transform visual data capture and processing, improving efficiency and performance.
― 6 min read
Computer Science - Computer Vision and Pattern Recognition
RSSNew benchmark evaluates object-centric learning against image distortions.
― 6 min read
SynthDistill framework uses synthetic data for efficient face recognition on smaller devices.
― 6 min read
A new method creates realistic 3D human avatars efficiently.
― 5 min read
A detailed dataset improving vehicle tracking accuracy across multiple camera views.
― 7 min read
Examining how parameter isolation improves continual learning through dynamic sparse training methods.
― 6 min read
Exploring effective methods for realistic shape reconstruction using 3D Gaussians.
― 7 min read
Learn how domain adaptation improves point cloud segmentation performance.
― 7 min read
VoroMesh enhances 3D shape representation using Voronoi diagrams for improved reconstruction.
― 6 min read
Learn how structured pruning improves efficiency in deep learning models.
― 5 min read
Examining the risks associated with leading computer vision models and their effectiveness.
― 6 min read
Introducing a fresh approach to enhance machine learning model performance with limited data.
― 6 min read
This approach improves face recognition security through causal analysis and efficient training.
― 5 min read
New methods improve human pose and shape estimation from 3D data.
― 5 min read
An innovative approach improves accuracy in needle insertion using optical imaging and AI.
― 6 min read
A new method enhances object detection by addressing class imbalance in datasets.
― 7 min read
A new method leverages time-lapse videos for assessing cancer drug responses.
― 7 min read
Explore the latest methods in producing high-quality images from different viewpoints.
― 5 min read
New model enhances CT imaging with fewer views, ensuring clearer, detailed results.
― 6 min read
A new method enhances depth estimation through better data integration.
― 7 min read
DLSIA simplifies image analysis for scientists using machine learning techniques.
― 7 min read
A new model improves fiber orientation distribution reconstruction from fewer images.
― 7 min read
Research reveals vulnerabilities in denoising diffusion models through a new attack method.
― 8 min read
Exploring how adaptive features improve neural network performance during training.
― 5 min read
Generative AI is transforming medical imaging with new data generation techniques.
― 5 min read
DiffBIR offers a powerful solution for improving low-quality images.
― 5 min read
Facial features in video calls may help identify Mild Cognitive Impairment in older adults.
― 5 min read
New techniques enhance face parsing despite occlusions.
― 5 min read
GEST bridges the gap between visual elements and language for clearer content creation.
― 5 min read
A new method improves 3D modeling from drone images.
― 5 min read
A method to enhance target recognition from SAR images by reducing background interference.
― 7 min read
R-LPIPS improves image similarity assessment against adversarial examples.
― 7 min read
CamoFourier improves detection and segmentation of hidden objects using frequency domain techniques.
― 5 min read
This study explores SSL models for classifying underwater sonar images.
― 6 min read
A novel approach improves grading accuracy for cutaneous squamous cell carcinoma.
― 4 min read
A new method improves audio matching using images, enhancing realism in audio environments.
― 7 min read
A method enhancing semi-supervised learning by distinguishing known and unknown data.
― 5 min read
A new method enhances referring image segmentation using weakly supervised learning.
― 6 min read
A new approach enhances Sentinel-2 imagery quality using full-resolution data.
― 5 min read
This method enhances GANs' ability to generate diverse shapes and movements.
― 5 min read