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计算机视觉领域的最新出版物和专利

计算机视觉

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计算机视觉
计算机视觉技术的进步利用图像处理和机器学习来实现创新应用。 机器人技术 以及医学影像。

计算机视觉专注于从图像和视频中自动提取、分析和解释视觉信息。该学科融合了图像处理、模式识别和机器学习,以解决诸如目标检测、分割、识别和三维重建等任务。研究探索了卷积神经网络、光流、深度估计和场景理解等方面的最新进展,使其能够应用于机器人、监控、医学成像和自主系统等领域。以下收录了近期发表的学术论文和已获专利的成果。 技术 推进计算机视觉领域的方法论和应用:

这是我们最新精选的有关计算机视觉的全球英文出版物和专利,它们来自许多科学在线期刊,分类并侧重于图像分割、对象检测、特征提取、卷积神经网络、图像分类、光流、立体视觉、深度估计、图像识别、场景理解、图像重建、图像增强、模式识别、面部识别、运动跟踪、三维重建、图像注册、计算机视觉、语义分割、实例分割、视觉 SLAM、图像拼接、纹理分析、边缘检测、对象跟踪、超分辨率、图像去噪、视频分析、异常检测和图像标题。.

Learning-based segmentation of diffusion-weighted MR images with arbitrary q -space samplings

Published on 2026-06-02 by @MIT

Abstract: AbstractSegmenting anatomical regions is a crucial step in many diffusion-weighted MRI (dMRI) workflows, such as region-of-interest analysis or anatomically-constrained tractography, which enable in vivo studies of brain microstructure and connectivity. However, convolutional neural networks (CNNs)—the foundation of most state-of-the-art segmentation models—require structured inputs with a fixed number of channels. This makes them ill-suited for dMRI, where acquisition protocols vary widely [...]


Our summary: This work presents a novel method for segmenting diffusion-weighted MRI data using geometric deep learning. It directly maps unstructured dMRI data to anatomical segmentations without requiring diffusion model fits. The proposed approach achieves robust generalization and superior performance compared to existing methods.

segmentation, diffusion-weighted MRI, geometric deep learning, convolutional neural networks

Publication

Method for treating conductive hearing loss by implanting an auditory system with peri-implant protection

Patent published on the 2026-05-31 in MD under Ref MD1942Y by IP UNIV DE STAT DE MEDICINA SI FARMACIE NICOLAE TESTEMITANU DIN REPUBLICA MOLDOVA [MD] (Noroc Iurie [md], Vetricean Sergiu [md], Sencu Eusebiu [md], Didencu Alexandru [md])

Abstract: The invention relates to medicine, in particular to otosurgery and auricular reconstructive surgery, and can be used for treating conductive, mixed, or unilateral hearing loss by implanting an audotory system with peri-implant protection in patients with thin soft tissues, postoperative scars, or multiple previous surgical interventions.Summary of the invention consists in that a computed tomography of the temporal bone of the side requiring implantation is performed in the preoperative period, [...]


Our summary: Method for treating conductive hearing loss involves implanting an auditory system with peri-implant protection. Preoperative imaging assesses bone structure and landmarks for implantation. The procedure includes creating a cavity for the implant and securing it with a vascular flap for stability.

hearing loss, auditory implant, otosurgery, peri-implant protection

Patent

Method for treating conductive hearing loss by implanting an auditory system in the middle cerebral fossa

Patent published on the 2026-05-31 in MD under Ref MD1944Y by IP UNIV DE STAT DE MEDICINA SI FARMACIE NICOLAE TESTEMITANU DIN REPUBLICA MOLDOVA [MD] (Noroc Iurie [md], Vetricean Sergiu [md], Sencu Eusebiu [md])

Abstract: The invention relates to medicine, in particular to otosurgery and neurosurgery and can be used for treating conductive, mixed or unilateral hearing loss by implanting an auditory system in the middle cerebral fossa.Summary of the invention consists in that the anatomical projection of the middle cranial fossa is identified during the preoperative period using anatomical landmarks according to the temporal line, after which, using computed tomography of the skull and 3D reconstructions, the bone[...]


Our summary: This method treats conductive hearing loss by implanting an auditory system in the middle cerebral fossa. It involves preoperative identification of anatomical landmarks and assessment of bone thickness using CT scans. The surgical procedure includes making an incision, milling a cavity for the implant, and securing it with screws while ensuring the integrity of surrounding tissues.

auditory implant, conductive hearing loss, otosurgery, neurosurgery

Patent

Method for treating conductive hearing loss by implanting an auditory system with a mastoid cell obliterating element

Patent published on the 2026-05-31 in MD under Ref MD1943Y by IP UNIV DE STAT DE MEDICINA SI FARMACIE NICOLAE TESTEMITANU DIN REPUBLICA MOLDOVA [MD] (Noroc Iurie [md], Vetricean Sergiu [md], Sencu Eusebiu [md], Enachi Victor [md])

Abstract: The invention relates to medicine, in particular to otosurgery and neurosurgery and can be used for treating conductive, mixed or unilateral hearing loss by implanting an auditory system with a mastoid cell obliterating element to prevent subcutaneous emphysema.Summary of the invention consists in that a computed tomography of the temporal bone of the side required for implantation is performed in the preoperative period, then using 3D reconstructions, the bone thickness, the position of the sig[...]


Our summary: This method involves implanting an auditory system to treat conductive hearing loss. Preoperative imaging assesses bone structure and landmarks for accurate placement. The procedure includes creating a cavity in the mastoid region, obliterating damaged cells, and securing the implant with screws.

auditory implant, conductive hearing loss, mastoid cell obliteration, otosurgery

Patent

Method and system for anomaly detection, health index classification, and remaining useful life (rul) prediction of circuit breakers

Patent published on the 2026-05-28 in US under Ref US20260148133 by THE HONG KONG POLYTECHNIC UNIV [HK] (Bu Siqi [hk], Lin Pui Yu [hk], Yeung Him Ching [hk], Lu Genghong [hk], Fu Yicheng [hk], Wang Bingsen [hk], Dan Yihua [hk], Wong Chak Nam [hk], Lam Kin Man [hk])

Abstract: [0000] Disclosed is a method for anomaly detection, health index classification, and remaining useful life (RUL) prediction of circuit breakers, including the steps of: capturing and collecting real-time trip coil waveform signals from each of circuit breakers; transmitting the collected trip coil waveform signals to a circuit breaker health monitoring system; processing the collected signals data; analyzing the processed data using artificial intelligence and signal processing algorithms for an[...]


Our summary: The method captures real-time trip coil waveform signals from circuit breakers. It processes and analyzes the signals using AI and signal processing for anomaly detection and health index classification. The system predicts the remaining useful life (RUL) of the circuit breakers based on the analyzed data.

anomaly detection, health index classification, remaining useful life, signal processing

Patent

Panoramic depth map generation method, model training method, electronic device, and unmanned vehicle

Patent published on the 2026-05-28 in US under Ref US20260148398 by ARASHI VISION INC [CN] (Hualie Jiang [cn], Rui Xu [cn])

Abstract: [0000] The present disclosure provides a method for generating a panoramic depth map. The method may include grouping target images involving different orientations in a target scene to form at least two image groups, the target images in each of the at least two image groups cover a panoramic field of view of the target scene; performing feature combination on target image feature volumes of each of the image groups to obtain at least two target panoramic feature volumes, each of the target ima[...]


Our summary: The method generates a panoramic depth map by grouping target images with different orientations. It combines features from these images to create panoramic feature volumes. Correlation processing is then applied to estimate depth, resulting in a comprehensive depth map for the scene.

Panoramic depth map, model training, feature combination, unmanned vehicle

Patent

Adaptive modular system and method for ai-driven professional evaluation and benchmarking

Patent published on the 2026-05-28 in US under Ref US20260148174 by NEAL KEVIN [US] (Neal Kevin [us])

Abstract: [0000] This invention relates to an adaptive modular system and method for professional evaluation and benchmarking across multiple industries. The system integrates advanced artificial intelligence and machine learning algorithms within a modular framework to provide personalized, objective, and real-time assessments. Key components include a data ingestion layer for collecting data from diverse sources, a data processing engine for cleaning and transforming data, a feature extraction module, a[...]


Our summary: The invention presents an adaptive modular system for professional evaluation and benchmarking. It utilizes AI and machine learning to deliver real-time, personalized assessments across various industries. Key features include data ingestion, processing, and tailored evaluation modules for enhanced customization and scalability.

Adaptive, Modular, AI, Benchmarking

Patent

Cross-reference attention for region-aware super-resolution of blood cell images

Published on 2026-05-01 by @OXFORD

Abstract: AbstractBlood cell image analysis plays a critical role in clinical diagnostics, as white blood cells (WBCs) provide diagnostic cues for infections, cancers, and immune disorders. While low-magnification microscopy offers a wide field of view (FOV) but insufficient resolution for meaningful assessment, high-magnification microscopy offers more detailed but narrower FOV images. To obtain a high-magnification, large FOV image, current practice relies on stitching multiple high-magnification images[...]


Our summary: This study introduces a multi-reference-based super-resolution framework for blood cell microscopy. It employs a Cross-Reference Attention Module to enhance image quality and efficiency. The method outperforms traditional stitching techniques, providing large field-of-view images with improved white blood cell detail.

super-resolution, blood cell imaging, cross-reference attention, region-aware architecture

Publication

涵盖的主题: 图像处理、机器学习、机器人、医学成像、自动提取、分析、解释、模式识别、对象检测、分割、卷积神经网络、三维重建、光流、深度估计、场景理解、监控、自主系统、ISO/IEC 30170、ISO/IEC 19578、ISO 12234、ISO/IEC 19794 和 ISO/IEC 29192。.

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