AI vision is getting too hungry, and this method puts it on a diet

KAIST’s Upsample Anything tackles the memory problem behind sharper on-device AI vision, restoring high-resolution visual features from compressed image data without forcing smartphones to process ...
Ophthalmology Times

Study finds mixed real and synthetic eye images enhance ocular AI performance

Four Roboflow/YOLOv8 instance-segmentation models differed only by training-set composition: 100 synthetic, 100 real, 100 ...
IEEE

Contour Detection and Hierarchical Image Segmentation

Abstract: This paper investigates two fundamental problems in computer vision: contour detection and image segmentation. We present state-of-the-art algorithms for both of these tasks. Our contour ...
IEEE

Image Segmentation Using Hierarchical Merge Tree

Abstract: This paper investigates one of the most fundamental computer vision problems: image segmentation. We propose a supervised hierarchical approach to object-independent image segmentation.
SiliconANGLE

Meta’s new image segmentation models can identify objects and people and reconstruct them in 3D

Meta Platforms Inc. today is expanding its suite of open-source Segment Anything computer vision models with the release of SAM 3 and SAM 3D, introducing enhanced object recognition and ...
GitHub

VisioFirm: Fast Almost fully-Automated Image Annotation for Computer Vision

VisioFirm v1 is now available. VisioFirm has now much more support for computer vision annotation, pushing further the boundaries of efficient, fast, and accurate annotation. Here's what’s New in v1 ...
GitHub

ITACLIP: Boosting Training-Free Semantic Segmentation with Image, Text, and Architectural Enhancements [CVPRW 2025]

Abstract: Recent advances in foundational Vision Language Models (VLMs) have reshaped the evaluation paradigm in computer vision tasks. These foundational models, especially CLIP, have accelerated ...
Scientific Research Publishing

Single Tooth Segmentation on Panoramic X-Rays Using End-to-End Deep Neural Networks ()

1 Institute of Artificial Intelligence, School of Computer Science, Wuhan University, Wuhan, China. 2 Landing Artificial Intelligence Center for Pathological Diagnosis, Wuhan University, Wuhan, China.
Nature

Editor's Choice: Computer Vision

Computer vision, a branch of artificial intelligence, centers on training devices to recognize and perceive visual information. This field involves a variety of techniques to transform ...
Frontiers

Using Deep Convolutional Neural Networks for Neonatal Brain Image Segmentation

Deep learning neural networks are especially potent at dealing with structured data, such as images and volumes. Both modified LiviaNET and HyperDense-Net performed well at a prior competition ...