Artificial Intelligence Medical Compendium

Explore the latest research on artificial intelligence and machine learning in medicine.

Showing 1,791 to 1,800 of 213,633 articles

Clean-Reference Streaming Detection of Lens Occlusion and Photometric Transitions for Camera Tamper Monitoring

arXiv Jul 16, 2026
A surveillance camera is an image sensor whose silent physical degradation invalidates every downstream consumer of its data. In-situ integrity alarms for such vision sensors require low false-alarm rates, bounded computation, and diagnosable behavio... read more 
Computer Vision and Pattern Recognition

Rare Concept Generation via Counterfactual Inference in Diffusion Models

arXiv Jul 16, 2026
Rare concept generation focuses on synthesizing customized images conditioned on text prompts that describe objects with unusual attributes. Previous works failed to align the generated images with rare concepts, resulting in incorrect attribute rend... read more 
Computer Vision and Pattern Recognition

TAMF-VTON: Texture-Aware Mask-Free Virtual Try-On via High-Fidelity Image Synthesis

arXiv Jul 16, 2026
Recent diffusion-based virtual try-on (VTON) methods remain limited by their reliance on segmentation masks, insufficient preservation of fine-grained textures, and limited support for arbitrary multi-garment compositions. Consequently, existing appr... read more 
Computer Vision and Pattern Recognition

Blurring Modal Boundaries: A Unified Survey from Single- to Multi-Modal Person Re-ldentification

arXiv Jul 16, 2026
Person re-identification (ReID) serves as a critical component in intelligent surveillance systems, aiming to match identities across disjoint camera networks. While traditional methods primarily rely on single-modal RGB imagery, they are often const... read more 
Computer Vision and Pattern Recognition

Rotational Motion-Induced Error Compensation for Phase-Shifting Profilometry-Based Eye Reconstruction

arXiv Jul 16, 2026
With the proliferation of immersive Head-Mounted Displays (HMDs) for Virtual and Augmented Reality (VR/AR), reliable and high-precision eye tracking has become increasingly important. Conventional 2D image-based methods offer low system complexity bu... read more 
Computer Vision and Pattern Recognition

Domain Adaptation of Mismatched Proximal Denoiser for Plug-and-Play Image Reconstruction

arXiv Jul 16, 2026
Plug-and-play proximal gradient descent (PnP-PGD) enables flexible image reconstruction by using denoisers as implicit priors. In practice, these denoisers are often deployed outside their training domains. Existing analyses establish convergence und... read more 
Image and Video Processing cs.LG math.OC

Selectivity Drives Efficiency: Dataset Pruning for Visual Place Recognition

arXiv Jul 16, 2026
Recent visual place recognition (VPR) studies have increasingly relied on large-scale datasets to train more robust and discriminative models. Although this trend significantly improves recognition performance, it also introduces substantial storage ... read more 
Computer Vision and Pattern Recognition

Benchmarking Face Recognition without Real Faces

arXiv Jul 16, 2026
Synthetic face datasets have become effective enough to train face recognition models with accuracy rivaling that of models trained on real photographs. This progress sidesteps the ethical and legal burdens of collecting real biometric data, yet eval... read more 
Computer Vision and Pattern Recognition cs.AI

Still image and spatial-temporal tomato data enabling detection, segmentation, tracking, and video-instance segmentation using strong and weak labels

arXiv Jul 16, 2026
In this manuscript we release two datasets for visual sensing of tomato plants grown in commercial-like settings and acquired using a robot. The first is BUTom21 which consists of still images and manual annotations. The second is BUTom-ST21 which co... read more 
Computer Vision and Pattern Recognition

Introspective Attention Modulation for Safe Text-to-Image Generation

arXiv Jul 16, 2026
State-of-the-art flow based text-to-image (T2I) models exhibit remarkable generative abilities but remain vulnerable to producing unsafe content. Prior safety efforts range from concept erasure and prompt filtering to classifier-based gating. However... read more 
Computer Vision and Pattern Recognition
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