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image and video processing

GeneTech 知识引擎共收录 229 篇相关科研实体，横跨 23 个垂直领域。数据来自 OpenAlex、arXiv、Crossref、PubMed、Europe PMC 等公开学术源，全部可溯源到原文。

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代表性文献（按质量分排序，前 60 条）

• An Open Multi-Center Whole-Body FDG PET/CT Foundation Model for Tumor Segmentation
  2026 · AI 驱动科学发现 · The synergistic interpretation of anatomical information from computed tomography (CT) and metabolic information from positron emission tomography (PET) is important to oncologic imaging. However, existing deep learning …
• Hybrid deep learning-based strategy for the hepatocellular carcinoma cancer grade classification of H&E stained liver histopathology images
  2024 · 深海科技 · Hepatocellular carcinoma (HCC) is a common type of liver cancer whose early-stage diagnosis is a common challenge, mainly due to the manual assessment of hematoxylin and eosin-stained whole slide images, which is a time-…
• AIM 2024 Challenge on Efficient Video Super-Resolution for AV1 Compressed Content
  2024 · 生命科学 · Video super-resolution (VSR) is a critical task for enhancing low-bitrate and low-resolution videos, particularly in streaming applications. While numerous solutions have been developed, they often suffer from high compu…
• Deep Transformer Network for Monocular Pose Estimation of Shipborne Unmanned Aerial Vehicle
  2024 · 低空经济 · This paper introduces a deep transformer network for estimating the relative 6D pose of a Unmanned Aerial Vehicle (UAV) with respect to a ship using monocular images. A synthetic dataset of ship images is created and ann…
• Human-in-the-Loop Optimization for Deep Stimulus Encoding in Visual Prostheses
  2023 · 仿生智能 · Neuroprostheses show potential in restoring lost sensory function and enhancing human capabilities, but the sensations produced by current devices often seem unnatural or distorted. Exact placement of implants and differ…
• Deep Video Codec Control for Vision Models
  2023 · 深海科技 · Standardized lossy video coding is at the core of almost all real-world video processing pipelines. Rate control is used to enable standard codecs to adapt to different network bandwidth conditions or storage constraints…
• Automatic laminectomy cutting plane planning based on artificial intelligence in robot assisted laminectomy surgery
  2023 · 边缘智能 · Objective: This study aims to use artificial intelligence to realize the automatic planning of laminectomy, and verify the method. Methods: We propose a two-stage approach for automatic laminectomy cutting plane planning…
• The Multi-modality Cell Segmentation Challenge: Towards Universal Solutions
  2023 · 合成生物与生物制造 · Cell segmentation is a critical step for quantitative single-cell analysis in microscopy images. Existing cell segmentation methods are often tailored to specific modalities or require manual interventions to specify hyp…
• Multisensory extended reality applications offer benefits for volumetric biomedical image analysis in research and medicine
  2023 · 中医药工具 · 3D data from high-resolution volumetric imaging is a central resource for diagnosis and treatment in modern medicine. While the fast development of AI enhances imaging and analysis, commonly used visualization methods la…
• Portable Medical Imaging in Modern Healthcare: Fundamentals, AI-Based Taxonomy, Image Quality, and Open Challenges
  2026 · AI 安全与对齐 · Portable medical imaging (PMI) has emerged as an important solution for point-of-care diagnosis in emergency, rural, and resource-limited settings where conventional imaging infrastructure is not readily available. Modal…
• Proceedings for the Inaugural Meeting of the International Society for Tractography -- IST 2025 Bordeaux
  2026 · 地外矿物 · This collection comprises the abstracts presented during poster, power pitch and oral sessions at the Inaugural Conference of the International Society for Tractography (IST Conference 2025), held in Bordeaux, France, fr…
• Adaptive Sampling for Storage of Progressive Images on DNA
  2026 · 生物计算 · The short lifespan of traditional data storage media, coupled with an exponential increase in storage demand, has made long-term archival a fundamental problem in the data storage industry and beyond. Consequently, resea…
• RFDT-Channel: RGB-LiDAR-Based RF Digital Twin Scene Construction for 28 GHz Indoor Ray-Tracing Channel Simulation
  2026 · 数字孪生 · Real-scene indoor millimeter-wave simulation requires efficient modeling of radio frequency (RF)-computable geometry and electromagnetic material properties. To address the low efficiency of manual scene modeling, the li…
• Design Guidelines for In-line X-ray Inspection in Advanced Packaging Technology: A CoWoS Case Study
  2026 · 半导体与先进封装 · The shift towards advanced packaging technologies, including 2.5D and 3D integration, addresses the limitations of traditional methods while meeting increasing demands for performance, miniaturization, and efficiency. Th…
• Nanoelectromechanical Systems (NEMS) for Hardware Security in Advanced Packaging
  2026 · 半导体与先进封装 · As hardware security threats escalate across semiconductor manufacturing and advanced packaging, there is a growing need for novel physical mechanisms to counter sophisticated attacks such as tampering, counterfeiting, a…
• Failure Analysis in Transition: An Industry Survey of Challenges, Priorities, and Standardization Needs in Advanced Packaging and Heterogeneous Integration
  2026 · 半导体与先进封装 · Failure analysis is being reshaped by heterogeneous integration, chiplet-based architectures, hybrid bonding, backside technologies, & increasingly buried package structures. To examine how practitioners view this tr…
• DynaQuant: Dynamic Mixed-Precision Quantization for Learned Image Compression
  2025 · 智慧农业 · Prevailing quantization techniques in Learned Image Compression (LIC) typically employ a static, uniform bit-width across all layers, failing to adapt to the highly diverse data distributions and sensitivity characterist…
• Normal and Atypical Mitosis Image Classifier using Efficient Vision Transformer
  2025 · AI 安全与对齐 · We tackle atypical versus normal mitosis classification in the MIDOG 2025 challenge using EfficientViT-L2, a hybrid CNN--ViT architecture optimized for accuracy and efficiency. A unified dataset of 13,938 nuclei from sev…
• Generative AI for Multimedia Communication: Recent Advances, An Information-Theoretic Framework, and Future Opportunities
  2025 · AI 安全与对齐 · Recent breakthroughs in generative artificial intelligence (AI) are transforming multimedia communication. This paper systematically reviews key recent advancements across generative AI for multimedia communication, emph…
• A Composite Alignment-Aware Framework for Myocardial Lesion Segmentation in Multi-sequence CMR Images
  2025 · AI 安全与对齐 · Accurate segmentation of myocardial lesions from multi-sequence cardiac magnetic resonance imaging is essential for cardiac disease diagnosis and treatment planning. However, achieving optimal feature correspondence is c…
• Ultrasound Image Synthesis Using Generative AI for Lung Ultrasound Detection
  2025 · AI 安全与对齐 · Developing reliable healthcare AI models requires training with representative and diverse data. In imbalanced datasets, model performance tends to plateau on the more prevalent classes while remaining low on less common…
• How We Won BraTS-SSA 2025: Brain Tumor Segmentation in the Sub-Saharan African Population Using Segmentation-Aware Data Augmentation and Model Ensembling
  2025 · AI 安全与对齐 · Brain tumors, particularly gliomas, pose significant chall-enges due to their complex growth patterns, infiltrative nature, and the variability in brain structure across individuals, which makes accurate diagnosis and mo…
• Composition and Alignment of Diffusion Models using Constrained Learning
  2025 · AI 安全与对齐 · Diffusion models have become prevalent in generative modeling due to their ability to sample from complex distributions. To improve the quality of generated samples and their compliance with user requirements, two common…
• Z-Stack Scanning can Improve AI Detection of Mitosis: A Case Study of Meningiomas
  2025 · AI 安全与对齐 · Z-stack scanning is an emerging whole slide imaging technology that captures multiple focal planes alongside the z-axis of a glass slide. Because z-stacking can offer enhanced depth information compared to the single-lay…
• ABC-GS: Alignment-Based Controllable Style Transfer for 3D Gaussian Splatting
  2025 · AI 安全与对齐 · 3D scene stylization approaches based on Neural Radiance Fields (NeRF) achieve promising results by optimizing with Nearest Neighbor Feature Matching (NNFM) loss. However, NNFM loss does not consider global style informa…
• NTIRE 2025 Challenge on RAW Image Restoration and Super-Resolution
  2025 · 地外矿物 · This paper reviews the NTIRE 2025 RAW Image Restoration and Super-Resolution Challenge, highlighting the proposed solutions and results. New methods for RAW Restoration and Super-Resolution could be essential in modern I…
• RAW Image Reconstruction from RGB on Smartphones. NTIRE 2025 Challenge Report
  2025 · 地外矿物 · Numerous low-level vision tasks operate in the RAW domain due to its linear properties, bit depth, and sensor designs. Despite this, RAW image datasets are scarce and more expensive to collect than the already large and …
• ICME 2025 Generalizable HDR and SDR Video Quality Measurement Grand Challenge
  2025 · 地外矿物 · This paper reports IEEE International Conference on Multimedia \& Expo (ICME) 2025 Grand Challenge on Generalizable HDR and SDR Video Quality Measurement. With the rapid development of video technology, especially Hi…
• RF-DETR for Robust Mitotic Figure Detection: A MIDOG 2025 Track 1 Approach
  2025 · 地外矿物 · Mitotic figure detection in histopathology images remains challenging due to significant domain shifts across different scanners, staining protocols, and tissue types. This paper presents our approach for the MIDOG 2025 …
• AIM 2025 Low-light RAW Video Denoising Challenge: Dataset, Methods and Results
  2025 · 地外矿物 · This paper reviews the AIM 2025 (Advances in Image Manipulation) Low-Light RAW Video Denoising Challenge. The task is to develop methods that denoise low-light RAW video by exploiting temporal redundancy while operating …
• NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: KwaiSR Dataset and Study
  2025 · 地外矿物 · In this work, we build the first benchmark dataset for short-form UGC Image Super-resolution in the wild, termed KwaiSR, intending to advance the research on developing image super-resolution algorithms for short-form UG…
• MIDOG 2025 Track 2: A Deep Learning Model for Classification of Atypical and Normal Mitotic Figures under Class and Hardness Imbalances
  2025 · 地外矿物 · Motivation: Accurate classification of mitotic figures into normal and atypical types is crucial for tumor prognostication in digital pathology. However, developing robust deep learning models for this task is challengin…
• NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results
  2025 · 地外矿物 · This paper reviews the NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images. This challenge received a wide range of impressive solutions, which are developed and evaluated using our collected r…
• Deep mineralogical segmentation of thin section images based on QEMSCAN maps
  2025 · 地外矿物 · Interpreting the mineralogical aspects of rock thin sections is an important task for oil and gas reservoirs evaluation. However, human analysis tend to be subjective and laborious. Technologies like QEMSCAN(R) are desig…
• Super-Resolution of 3D Micro-CT Images Using Generative Adversarial Networks: Enhancing Resolution and Segmentation Accuracy
  2025 · 地外矿物 · We develop a procedure for substantially improving the quality of segmented 3D micro-Computed Tomography (micro-CT) images of rocks with a Machine Learning (ML) Generative Model. The proposed model enhances the resolutio…
• Memory-Efficient Super-Resolution of 3D Micro-CT Images Using Octree-Based GANs: Enhancing Resolution and Segmentation Accuracy
  2025 · 地外矿物 · We present a memory-efficient algorithm for significantly enhancing the quality of segmented 3D micro-Computed Tomography (micro-CT) images of rocks using a generative model. The proposed model achieves a 16x increase in…
• Benchmark of Segmentation Techniques for Pelvic Fracture in CT and X-ray: Summary of the PENGWIN 2024 Challenge
  2025 · 地外矿物 · The segmentation of pelvic fracture fragments in CT and X-ray images is crucial for trauma diagnosis, surgical planning, and intraoperative guidance. However, accurately and efficiently delineating the bone fragments rem…
• Frequency-Aware Ensemble Learning for BraTS 2025 Pediatric Brain Tumor Segmentation
  2025 · 地外矿物 · Pediatric brain tumor segmentation presents unique challenges due to the rarity and heterogeneity of these malignancies, yet remains critical for clinical diagnosis and treatment planning. We propose an ensemble approach…
• Pan-Cancer mitotic figures detection and domain generalization: MIDOG 2025 Challenge
  2025 · 地外矿物 · This report details our submission to the Mitotic Domain Generalization (MIDOG) 2025 challenge, which addresses the critical task of mitotic figure detection in histopathology for cancer prognostication. Following the "B…
• Solutions for Mitotic Figure Detection and Atypical Classification in MIDOG 2025
  2025 · 地外矿物 · Deep learning has driven significant advances in mitotic figure analysis within computational pathology. In this paper, we present our approach to the Mitosis Domain Generalization (MIDOG) 2025 Challenge, which consists …
• AIM 2025 challenge on Inverse Tone Mapping Report: Methods and Results
  2025 · 地外矿物 · This paper presents a comprehensive review of the AIM 2025 Challenge on Inverse Tone Mapping (ITM). The challenge aimed to push forward the development of effective ITM algorithms for HDR image reconstruction from single…
• UruBots Autonomous Cars Challenge Pro Team Description Paper for FIRA 2025
  2025 · 地外矿物 · This paper describes the development of an autonomous car by the UruBots team for the 2025 FIRA Autonomous Cars Challenge (Pro). The project involves constructing a compact electric vehicle, approximately the size of an …
• Team Westwood Solution for MIDOG 2025 Challenge: An Ensemble-CNN-Based Approach For Mitosis Detection And Classification
  2025 · 地外矿物 · This abstract presents our solution (Team Westwood) for mitosis detection and atypical mitosis classification in the MItosis DOmain Generalization (MIDOG) 2025 challenge. For mitosis detection, we trained an nnUNetV2 for…
• The Tenth NTIRE 2025 Efficient Super-Resolution Challenge Report
  2025 · 地外矿物 · This paper presents a comprehensive review of the NTIRE 2025 Challenge on Single-Image Efficient Super-Resolution (ESR). The challenge aimed to advance the development of deep models that optimize key computational metri…
• Analysis of the MICCAI Brain Tumor Segmentation -- Metastases (BraTS-METS) 2025 Lighthouse Challenge: Brain Metastasis Segmentation on Pre- and Post-treatment MRI
  2025 · 地外矿物 · Despite continuous advancements in cancer treatment, brain metastatic disease remains a significant complication of primary cancer and is associated with an unfavorable prognosis. One approach for improving diagnosis, ma…
• NTIRE 2025 Challenge on Efficient Burst HDR and Restoration: Datasets, Methods, and Results
  2025 · 地外矿物 · This paper reviews the NTIRE 2025 Efficient Burst HDR and Restoration Challenge, which aims to advance efficient multi-frame high dynamic range (HDR) and restoration techniques. The challenge is based on a novel RAW mult…
• UltraBones100k: A reliable automated labeling method and large-scale dataset for ultrasound-based bone surface extraction
  2025 · 生物计算 · Ultrasound-based bone surface segmentation is crucial in computer-assisted orthopedic surgery. However, ultrasound images have limitations, including a low signal-to-noise ratio, and acoustic shadowing, which make interp…
• iCBIR-Sli: Interpretable Content-Based Image Retrieval with 2D Slice Embeddings
  2025 · 脑科学 · Current methods for searching brain MR images rely on text-based approaches, highlighting a significant need for content-based image retrieval (CBIR) systems. Directly applying 3D brain MR images to machine learning mode…
• DeepMultiConnectome: Deep Multi-Task Prediction of Structural Connectomes Directly from Diffusion MRI Tractography
  2025 · 脑科学 · Diffusion MRI (dMRI) tractography enables in vivo mapping of brain structural connections, but traditional connectome generation is time-consuming and requires gray matter parcellation, posing challenges for large-scale …
• Technical Report for ReID-SAM on SkiTB Visual Tracking Challenge 2025
  2025 · 脑科学 · This report introduces ReID-SAM, a novel model developed for the SkiTB Challenge that addresses the complexities of tracking skier appearance. Our approach integrates the SAMURAI tracker with a person re-identification (…
• Normal and Atypical Mitosis Image Classifier using Efficient Vision Transformer
  2025 · 脑科学 · We tackle atypical versus normal mitosis classification in the MIDOG 2025 challenge using EfficientViT-L2, a hybrid CNN--ViT architecture optimized for accuracy and efficiency. A unified dataset of 13,938 nuclei from sev…
• How We Won BraTS-SSA 2025: Brain Tumor Segmentation in the Sub-Saharan African Population Using Segmentation-Aware Data Augmentation and Model Ensembling
  2025 · 脑科学 · Brain tumors, particularly gliomas, pose significant chall-enges due to their complex growth patterns, infiltrative nature, and the variability in brain structure across individuals, which makes accurate diagnosis and mo…
• A Scalable AI Driven, IoT Integrated Cognitive Digital Twin for Multi-Modal Neuro-Oncological Prognostics and Tumor Kinetics Prediction using Enhanced Vision Transformer and XAI
  2025 · 数字孪生 · Neuro-oncological prognostics are now vital in modern clinical neuroscience because brain tumors pose significant challenges in detection and management. To tackle this issue, we propose a cognitive digital twin framewor…
• Translation of Fetal Brain Ultrasound Images into Pseudo-MRI Images using Artificial Intelligence
  2025 · 边缘智能 · Ultrasound is a widely accessible and cost-effective medical imaging tool commonly used for prenatal evaluation of the fetal brain. However, it has limitations, particularly in the third trimester, where the complexity o…
• NTIRE 2025 Challenge on RAW Image Restoration and Super-Resolution
  2025 · 量子计算 · This paper reviews the NTIRE 2025 RAW Image Restoration and Super-Resolution Challenge, highlighting the proposed solutions and results. New methods for RAW Restoration and Super-Resolution could be essential in modern I…
• RAW Image Reconstruction from RGB on Smartphones. NTIRE 2025 Challenge Report
  2025 · 量子计算 · Numerous low-level vision tasks operate in the RAW domain due to its linear properties, bit depth, and sensor designs. Despite this, RAW image datasets are scarce and more expensive to collect than the already large and …
• ICME 2025 Generalizable HDR and SDR Video Quality Measurement Grand Challenge
  2025 · 量子计算 · This paper reports IEEE International Conference on Multimedia \& Expo (ICME) 2025 Grand Challenge on Generalizable HDR and SDR Video Quality Measurement. With the rapid development of video technology, especially Hi…
• RF-DETR for Robust Mitotic Figure Detection: A MIDOG 2025 Track 1 Approach
  2025 · 量子计算 · Mitotic figure detection in histopathology images remains challenging due to significant domain shifts across different scanners, staining protocols, and tissue types. This paper presents our approach for the MIDOG 2025 …
• AIM 2025 Low-light RAW Video Denoising Challenge: Dataset, Methods and Results
  2025 · 量子计算 · This paper reviews the AIM 2025 (Advances in Image Manipulation) Low-Light RAW Video Denoising Challenge. The task is to develop methods that denoise low-light RAW video by exploiting temporal redundancy while operating …
• MIDOG 2025 Track 2: A Deep Learning Model for Classification of Atypical and Normal Mitotic Figures under Class and Hardness Imbalances
  2025 · 量子计算 · Motivation: Accurate classification of mitotic figures into normal and atypical types is crucial for tumor prognostication in digital pathology. However, developing robust deep learning models for this task is challengin…

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