Computer Vision

How AI Companies Use Image Annotation to Train Models

🔬 New paper: IMGNet — face verification through relational patterns, not absolute values.

WebGPU is not WebGL 3.0

SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images

Double-Helix Active Geometry: LiDAR-Anchored Multi-View Depth with Selective Abstention

Additive Causal Construction for Transferable and Reconfigurable Cross-System Learning in Multi-Source Image Fusion

Fusion: A Framework for Unified Sequential Token AdaptatIon in VisiOn TraNsformers

Post-Generation Curation of Synthetic Images via Homogeneous-Heterogeneous Splitting

Diagnosing Aerial-View Object Detectors with Foundational Image Generative Models

R3D: Quantitative 3D Spatial Reasoning for Egocentric Wearables

Pooling-Based Context Modeling for Convolution-Free Deep Image Prior

Attention-Guided Efficientnet Architecture For Precise Criminal Identification in Surveillance Images

A Multi-Task Deep Learning Framework for Real-Time Intelligent Video Surveillance with Temporal Event Validation

Semantic Segmentation-Driven Image-Level Diagnosis of Liver Cancers in Hematoxylin and Eosin Histopathology Images

Latent Clarity: Bridging World-Model Kinematics to Semantic Manifolds for Video Anomaly Anticipation

PLGSA-Transformer: Periocular Landmark-Guided Attention with Occlusion-Adaptive Cosine Thresholding for Cross-Modal Masked and Unmasked Face Recognition

ClinOCR-Bench: A Comprehensive Clinical Scanned Document Dataset for Optical Character Recognition Model Evaluation

Rethinking Depth Pruning for Vision Transformers: A Heterogeneity-Aware Perspective

CineMobile: On-Device Image-to-Video Diffusion for Cinematic Camera Motion Generation

CGGS: Consistency-Augmented Geometric Gaussian Splatting for Ego-centric 3D Scene Generation

GeoSelect: Spatial-Program Execution for Training-Free Referring Remote Sensing Image Segmentation

SOV-CAD: Stepwise Orthographic Views Guided CAD Modeling Sequence Reconstruction

HCSU: A Dataset and Benchmark for Fine-Grained Historical Calligraphy Style Understanding

CRISP: A Spatiotemporal Camera-Radar Backbone for Driving via Forecasting-Based World-Model Pretraining

LCPNet: Latent Consistent Proximal Unfolding Network for Infrared Small Target Detection

Do All Visual Tokens Matter Equally? Object-Evidence Preserving Token Merging for Vision-Language Retrieval

Targeted Structure Completion for Sparse-View 3D Reconstruction in Autonomous Driving

EventCoT: Event-centric Video Chain-of-thought for Reasoning Temporal Localization

MemPose: Category-level Object Pose Estimation with Memory

From Fixed to Free Cameras: Calibration-Free View-Robust Vision-Language-Action Model

Domain Knowledge-Informed Self-Supervised Representations for Workout Form Assessment

Learning to Visually Connect Actions and their Effects

Quick ViTs: Speeding up Vision Transformers through Equivariance

FuseMamba-VD: Dual Branch VideoMamba with Gated Class Token Fusion for Violence Detection

Extending Foundational Monocular Depth Estimators to Fisheye Cameras with Calibration Tokens

SilvaScenes: Tree Detection and Species Classification from Under-Canopy Images in Natural Forests

Tracing 3D Anatomy in 2D Strokes: A Multi-Stage Projection Driven Approach to Cervical Spine Fracture Identification

MetricAnything: Scaling Metric Depth Pretraining with Noisy Heterogeneous Sources

Human-like Object Grouping in Self-supervised Vision Transformers

OpenCV 5.0 Is a Big Deal — With One Big Asterisk

How to hide strings in C++ binaries with consteval

Designing a Clean Computer Vision UI with OpenCV

Designing a Clean Computer Vision UI with OpenCV

Instead of Feeding an Image to the Model, What If You Rotated the Model Toward the Image?

Searching for a model which detects spread page of a book

Computer Vision: More Than Just Teaching Machines to See

Computer Vision: More Than Just Teaching Machines to See

LingBot-Vision: masked boundary modeling for self-supervised pretraining (0.296 NYUv2 linear-probe RMSE at 1.1B vs 0.309 for DINOv3-7B, trails on ImageNet); weights in 4 sizes[R]