Journal of Imaging

Computer Vision for Medical Image Analysis

edited by Rahman Attar and Le Zhang

submission deadline 15 Feb 2026 | 1 articles | Viewed by 2485 | Submission Open

Keywords: medical image analysis; computer vision; artificial intelligence; deep learning; machine learning; federated learning; self-supervised learning; multi-modal imaging; generative models; healthcare AI; clinical decision support; automated diagnosis

(This special issue belongs to the Section Medical Imaging)

3D Image Processing: Progress and Challenges

edited by Chinthaka Dinesh

submission deadline 28 Feb 2026 | 5 articles | Viewed by 3928 | Submission Open

Keywords: 3D image processing; point cloud restoration; graph signal processing; graph neural networks; model-based deep learning; 3D gaussian splatting; large language models for 3D vision; 3D scene understanding; machine-optimized 3D coding; multimodal ai in 3D vision; 3D medical image segmentation; volumetric medical imaging

(This special issue belongs to the Section Image and Video Processing)

Emerging Technologies for Less Invasive Diagnostic Imaging

edited by

Francesca Angelone

,

Noemi Pisani

and

Armando Ricciardi

submission deadline 28 Feb 2026 | 3 articles | Viewed by 3444 | Submission Open

Keywords: non-invasive diagnostics; less invasive imaging; patient-centered imaging; tissue characterization; functional assessment; biomarker quantification; real-time intraoperative guidance; early diagnosis; personalized diagnostics; safer and faster diagnostic pathways

(This special issue belongs to the Section Medical Imaging)

Translational Preclinical Imaging: Techniques, Applications and Perspectives

edited by

Sara Gargiulo

and Sandra Albanese

submission deadline 31 Mar 2026 | 3 articles | Viewed by 4333 | Submission Open

Keywords: preclinical imaging; methodological refinement; multidisciplinary research; translational research

(This special issue belongs to the Section Medical Imaging)

AI-Driven Advances in Computational Pathology

edited by Yuming Jiang,

Wencheng Li

and Xiaorui Liu

submission deadline 31 Mar 2026 | 1 articles | Viewed by 3149 | Submission Open

Keywords: histopathological image analysis; precision oncology; computational pathology; artificial intelligence; explainability

Current Progress in Medical Image Segmentation

edited by

Krishna Chaitanya

submission deadline 31 Mar 2026 | 2 articles | Viewed by 3014 | Submission Open

Keywords: medical image segmentation; deep learning; generative models; algorithm; clinical integration; biological variability; transformer architectures; interactive segmentation; interdisciplinary collaboration

(This special issue belongs to the Section Medical Imaging)

Infrared Image Processing with Artificial Intelligence: Progress and Challenges

edited by

Ruiheng Zhang

, Na Li, Yaokun Xu,

Xiaolin Han

and

Zhe Cao

submission deadline 31 Mar 2026 | 1 articles | Viewed by 597 | Submission Open

Keywords: infrared imaging; infrared image processing; deep learning; image enhancement; MLLM; object detection; few-shot learning; dateset

(This special issue belongs to the Section AI in Imaging)

Artificial Intelligence for Medical Imaging and Applications

edited by Wen Tang and

Jinhua Liu

submission deadline 31 Mar 2026 | Viewed by 355 | Submission Open

Keywords: artificial intelligence; deep learning; machine learning; computer vision; image processing and computer graphics; medical image and video analysis; multimodal foundation model; gaussian splatting; neural rendering; lesion detection; organ segmentation surgical tool tracking; computer-aided diagnosis; medical visualization; surgical navigation; clinical integration; bid data in medical imaging; virtual and augmented reality

Beyond Reality: Advancements in Computer Graphics for Immersive Metaverse Experiences

edited by

Prashant Goswami

submission deadline 31 Mar 2026 | Viewed by 309 | Submission Open

Keywords: metaverse; real-time rendering; immersive graphics; digital twins; extended reality (XR); neural rendering; avatars; AI in graphics; 3D standards (USD/glTF); haptics; computer vision in XR; visual computing

(This special issue belongs to the Section Mixed, Augmented and Virtual Reality)

Multispectral and Hyperspectral Imaging: Progress and Challenges

edited by Jacques Blanc-Talon and Patrice Delmas

submission deadline 30 Apr 2026 | 5 articles | Viewed by 2489 | Submission Open

Keywords: sensor; band selection; unmixing; anomaly detection; hyperspectral imaging (HSI); multispectral imaging; spectral databases; evaluation for HSI

(This special issue belongs to the Section Color, Multi-spectral, and Hyperspectral Imaging)

Deep Learning in Biomedical Image Segmentation and Classification: Advancements, Challenges and Applications, 2nd Edition

edited by

Ebrahim Karami

submission deadline 30 Apr 2026 | 1 articles | Viewed by 2113 | Submission Open

Keywords: biomedical image segmentation; biomedical image classification; lesion detection with deep learning; cancer detection and classification with deep learning; computer-aided diagnosis; deep learning for MRI and FMRI imaging; deep learning for X-ray imaging; deep learning for ultrasound imaging; deep learning for infrared imaging; deep learning for biomedical object localization; biomedical image denoising and enhancement using deep learning; 3D and 4D biomedical image analysis; multimodal and multiscale biomedical data fusion; synthetic data generation and data augmentation; explainability; interpretability; and uncertainty quantification; ethics; bias; and federated learning in biomedical imaging

AI-Driven Image and Video Understanding

edited by

Gongyang Li

, Xiaofei Zhou and

Yong Wu

submission deadline 31 May 2026 | 3 articles | Viewed by 1903 | Submission Open

Keywords: image and video understanding; AI-driven computer vision; AI-driven vision applications; multi-modal data processing; image and video quality assessment; image and video super-resolution; object segmentation and detection; saliency detection

(This special issue belongs to the Section AI in Imaging)

Towards Deeper Understanding of Image and Video Processing and Analysis

edited by

Zixiang Zhao

, Haotong Qin and Tao Feng

submission deadline 31 May 2026 | 2 articles | Viewed by 1638 | Submission Open

Keywords: image processing and video processing; image and video restoration and enhancement; scene understanding; cross-modal learning; computational imaging; efficient image processing models; image and video generation; image and video processing application (medical; remote sensing; autonomous driving; etc.)

(This special issue belongs to the Section Image and Video Processing)

Image and Video Forensics: Progress and Challenges

edited by

Daniele Baracchi

and Simone Magistri

submission deadline 31 May 2026 | Viewed by 141 | Submission Open

Keywords: deepfake forensics; media authenticity and provenance; image/video tampering detection; adversarial robustness in forensics models; XAI for multimedia forensics; lifelong learning in multimedia forensics

(This special issue belongs to the Section Biometrics, Forensics, and Security)

Computer Vision and Deep Learning: Trends and Applications (3rd Edition)

edited by

Pier Luigi Mazzeo

and

Alessandro Bruno

submission deadline 30 Jun 2026 | 2 articles | Viewed by 1821 | Submission Open

Keywords: deep learning; machine learning; reinforcement learning; unsupervised and self-supervised learning; general adversarial networks (GANs); no-code machine learning; full-stack deep learning; few-shot; one-shot; and zero-shot learning; tiny machine learning

(This special issue belongs to the Section Computer Vision and Pattern Recognition)

Intelligent Processing and Analysis of Multi-Spectral UAV Remote Sensing Images

edited by

Liang Huang

and

Zenan Yang

submission deadline 30 Jun 2026 | 1 articles | Viewed by 756 | Submission Open

Keywords: multi-spectral UAV remote sensing; UAV image processing and analysis; deep learning for UAV image processing; thermal infrared UAV remote sensing; object detection; biomass inversion; semantic segmentation; change detection; precision agriculture; disaster monitoring

Emerging Domains in Computational Imaging and Computational Photography

edited by Rongjun Ge

submission deadline 30 Jun 2026 | Viewed by 194 | Submission Open

Keywords: computer vision; deep learning/machine learning; computational imaging; computational photography; medical image reconstruction/analysis; neural rendering; multi-modal imaging; image enhancement/segmentation/detection; generative models; AI-driven imaging

(This special issue belongs to the Section Computational Imaging and Computational Photography)

Advanced Explainable Machine Vision Approaches in Detection, Classification and Tracking

edited by Zhenpeng Feng and Mingzhe Zhu

submission deadline 30 Jun 2026 | Viewed by 2 | Submission Open

Keywords: explainable artificial intelligence (XAI); feature visualization; self-explanation models; manifold theory; object detection; image classification; object tracking; image denoising; intent recognition

(This special issue belongs to the Section Image and Video Processing)

Self-Supervised Learning and Multimodal Foundation Models for AI-Driven Medical Imaging

edited by

Andrea Loddo

,

Lorenzo Putzu

,

Cecilia Di Ruberto

and Carsten Marr

submission deadline 31 Jul 2026 | 1 articles | Viewed by 1575 | Submission Open

Keywords: medical imaging; deep learning; foundation models; self-supervised learning; multimodal fusion; transfer learning; clinical AI; medical image segmentation; multimodal LLM; medical image detection

(This special issue belongs to the Section Medical Imaging)

AI-Driven Remote Sensing Image Processing and Pattern Recognition

edited by

Zhenqi Liu

,

Jiaxin Li

, Mengying Xie,

Chuan Fu

and Kaiwen Wei

submission deadline 31 Jul 2026 | 2 articles | Viewed by 874 | Submission Open

Keywords: remote sensing; image segmentation; deep learning; object detection; pattern recognition; computer vision; multimodal data fusion; explainable AI (XAI); image classification; computational imaging

(This special issue belongs to the Section Computer Vision and Pattern Recognition)

From Code to Clinic: Trustworthy AI for Medical Imaging

edited by

Soumick Chatterjee

submission deadline 31 Jul 2026 | Viewed by 339 | Submission Open

Keywords: AI in medical imaging; deep learning in radiology; clinical AI integration; translational AI in medicine; trustworthy AI in healthcare; explainable AI (XAI) for medical diagnosis; AI fairness and bias mitigation; robust uncertainty quantification; transparent AI models; self-supervised learning; weakly supervised learning; unsupervised learning; generative AI in medicine; foundation models for healthcare; AI and multi-omics integration; computational phenotyping; genotype– phenotype AI discovery; multimodal image analysis; anomaly detection; AI for MRI and CT reconstruction; medical image super resolution; AI-driven artefact reduction; medical image segmentation

(This special issue belongs to the Section Medical Imaging)

Artificial Intelligence in Medical Imaging: Innovations and Challenges

edited by

Zhao Yao

submission deadline 30 Aug 2026 | Viewed by 177 | Submission Open

Keywords: artificial intelligence; medical imaging; deep learning; computer-aided diagnosis; clinical decision support; explainable AI (XAI); medical ethics and data privacy

(This special issue belongs to the Section Medical Imaging)

Advances and Challenges in Cardiovascular Imaging

edited by

Sotirios Evangelou

and

Georgios Papadopoulos

submission deadline 31 Aug 2026 | Viewed by 1709 | Submission Open

Keywords: cardiovascular imaging; cardiac computed tomography; CCTA; echocardiography; cardiovascular magnetic resonance; cardiac MRI; artificial intelligence

(This special issue belongs to the Section Medical Imaging)

Diagnostic Imaging: From Basic Knowledge to Latest Advancements

edited by

Paolo Spinnato

submission deadline 31 Aug 2026 | Viewed by 152 | Submission Open

Keywords: magnetic resonance imaging; computed tomography; sarcoma; interventional radiology; bone and bones

(This special issue belongs to the Section Medical Imaging)

Trustworthy Multimodal Vision Models: Generalization, Robustness, and Explainability

edited by

Xun Gong

, Junzhou Chen and Chong Ma

submission deadline 31 Aug 2026 | Viewed by 146 | Submission Open

Keywords: trustworthy AI; multimodal vision models; domain generalization; uncertainty quantification; distribution shift; cross-modal fusion

(This special issue belongs to the Section Computer Vision and Pattern Recognition)

Unified and Multimodal Segmentation: Foundations, Methods, and Applications

edited by Xiaoqi Zhao, Youwei Pang and

Kailai Zhou

submission deadline 31 Aug 2026 | Viewed by 117 | Submission Open

Keywords: image segmentation; multimodal learning; unified vision models; generative AI; AI4Health; AI4Industry; self-supervised learning; visual understanding; foundation models; context-aware perception

(This special issue belongs to the Section Image and Video Processing)

Medical Image Analysis: New Opportunities and Challenges

edited by Javid Dadashkarimi

submission deadline 30 Sep 2026 | Viewed by 506 | Submission Open

Keywords: synthetic data; data scarcity; histology; high-resolution microscopy; deep learning; domain adaptation; multimodal fusion; prenatal imaging; neurodegeneration; cross-species modeling

(This special issue belongs to the Section Medical Imaging)

AI-Driven Medical Image Processing and Analysis

edited by

Hong Wang

submission deadline 30 Sep 2026 | Viewed by 160 | Submission Open

Keywords: AI-driven medical imaging; medical image analysis; prior knowledge; model-driven deep learning; interpretable algorithm; multi-modal medical image processing

(This special issue belongs to the Section Medical Imaging)

Intelligent 3D Vision: Reconstruction, Understanding, Generative Modeling, and Applications

edited by

Weijian Deng

, Pengxu Wei and Ibrahim Radwan

submission deadline 30 Sep 2026 | Viewed by 158 | Submission Open

Keywords: 3D reconstruction; neural rendering; multi-view geometry; implicit 3D representations; generative 3D modeling; novel view synthesis; multi-modal calibration; large-scale 3D datasets

(This special issue belongs to the Section Computer Vision and Pattern Recognition)

Progress, Challenges, and Future Trends in Computer Vision and Pattern Recognition

edited by Qing Cai and Jinxing Li

submission deadline 30 Sep 2026 | Viewed by 131 | Submission Open

Keywords: computer vision; pattern recognition; deep learning; multimodal learning; vision– language models; 3D scene understanding; real-world applications

(This special issue belongs to the Section Computer Vision and Pattern Recognition)

Learning and Optimization for Medical Imaging–2nd Edition

edited by

Simona Moldovanu

,

Elena Morotti

and Adina Cocu

submission deadline 30 Sep 2026 | Viewed by 108 | Submission Open

Keywords: medical imaging; optimization methods; regularization methods; neural networks; machine learning; deep learning; image reconstruction; image deblur; image denoise; image segmentation; object detection; tomography magnetic resonance imaging; echography; echocardiography; ultrasound imaging; spectral imaging; thermal images; X-ray imaging; computed tomography; explainable AI (XAI); multimodal learning; transfer learning; cross-modal knowledge distillation

(This special issue belongs to the Section Medical Imaging)

Techniques in Multi-View Image Analysis

edited by Jian Wei

submission deadline 30 Sep 2026 | Viewed by 73 | Submission Open

Keywords: multi-view stereo; novel view synthesis; multi-view image enhancement; multi-view image segmentation; light field image processing; multi-view sensor calibration; multi-view image quality assessment; multi-view object recognition; cross-view feature fusion; multi-view learning

(This special issue belongs to the Section Image and Video Processing)

Three-Dimensional Computer Vision: Reconstruction, Generation, and Intelligent Systems

edited by Fangjinhua Wang and Qingshan Xu

submission deadline 31 Oct 2026 | Viewed by 267 | Submission Open

Keywords: three-dimensional computer vision; three-dimensional reconstruction; three-dimensional generation; foundation models; scene understanding; robotics and autonomous systems; robust 3D AI

(This special issue belongs to the Section Computer Vision and Pattern Recognition)

AI-Driven Multimodal Image and Video Processing: Advances and Applications

edited by

Fangli Ying

, Liting Zhou, Cathal Gurrin and Jianhua Li

submission deadline 31 Oct 2026 | Viewed by 153 | Submission Open

Keywords: image/video processing; representation learning; cross-modal alignment; generative AI; multi-media modeling; multimodal vision-language model; remote sensing imaging; multi-modal medical imaging; healthcare imaging; deep learning; multimodal fusion

(This special issue belongs to the Section Image and Video Processing)

Computer Vision and Image Processing: Advances and Challenges

edited by

Shengeng Tang

, Lechao Cheng and Weidong Chen

submission deadline 31 Oct 2026 | Viewed by 109 | Submission Open

Keywords: computer vision; image processing; deep learning; self-supervised; few-shot learning; 3D vision; generative models (AIGC); multimodal fusion

(This special issue belongs to the Section Computer Vision and Pattern Recognition)

Artificial Intelligence and Deep Learning Models for Human Diseases Diagnosis and Prediction

edited by

Mobarak I. Hoque

,

Long Bai

and Shi Long Yao

submission deadline 31 Oct 2026 | Submission Open

Keywords: artificial intelligence in medicine; clinical decision support; medical imaging; precision medicine; healthcare innovation; trustworthy AI; healthcare analytics; predictive modeling; digital health

(This special issue belongs to the Section AI in Imaging)

Recent Progress and Challenges in Computer Vision and Machine Learning

edited by

Qi Chen

submission deadline 30 Nov 2026 | Viewed by 88 | Submission Open

Keywords: computer vision; machine learning; multimodal learning; vision– language models; generative models; controllable and interpretable AI; large language models; robust visual understanding; real-world applications

(This special issue belongs to the Section Computer Vision and Pattern Recognition)

Imaging-Driven Virtual and Augmented Reality for Surgical Diagnosis and Intervention

edited by

Maki Sugimoto

submission deadline 30 Nov 2026 | Viewed by 50 | Submission Open

Keywords: imaging; three-dimensional reconstruction; virtual; augmented; mixed; extended reality; hologram; polygon modeling; spatial computing; image guided; surgical diagnosis; minimally invasive surgery; endoscopic surgery; robot; MRI; CT; ultrasound

(This special issue belongs to the Section Mixed, Augmented and Virtual Reality)

Advancing Magnetic Resonance Imaging: Emerging Technologies, Computation, and Clinical Applications

edited by

Xinzhe Luo

submission deadline 30 Nov 2026 | Viewed by 47 | Submission Open

Keywords: low-field MRI; ultra-high field MRI; quantitative MRI; deep Learning Reconstruction; trustworthy artificial intelligence; uncertainty quantification; point-of-care diagnostics; biomarker standardization; multiparametric mapping; clinical translation

(This special issue belongs to the Section Medical Imaging)

Intelligent Visual Signal Processing, Coding and Transmission

edited by

Chao Yang

, Deyang Liu and Xinpeng Huang

submission deadline 31 Dec 2026 | Viewed by 57 | Submission Open

Keywords: visual signal processing; intelligent coding; video transmission; deep learning for compression; light field imaging; immersive media; human-machine collaboration; VR/AR systems; perceptual quality

(This special issue belongs to the Section Image and Video Processing)

Artificial Intelligence Based Low-Level Vision Techniques: Progress and Challenges

edited by Ming Liu,

Zhilu Zhang

and Yue Cao

submission deadline 31 Dec 2026 | Viewed by 15 | Submission Open

Keywords: low-level vision; artificial intelligence; image signal processing; imaging techniques; imaging equipment; neural networks

(This special issue belongs to the Section Computer Vision and Pattern Recognition)

XTM-Imaging: Explainable and Trustworthy Multimodal Imaging for Real-World Applications

edited by

,

,

, Hengyu Liu,

and Jianbo Zheng

submission deadline 31 Dec 2026 | Viewed by 7 | Submission Open

Keywords: explainable multimodal imaging; trustworthy image/video understanding; evidence localization and attribution in vision; uncertainty estimation and calibration for imaging models; interpretable image– language / image– sensor fusion; causal and counterfactual explanations for vision systems; robust imaging under missing/noisy modalities; medical imaging decision support; industrial visual inspection and fault diagnosis; autonomous driving perception and safety; human-centered evaluation of explanations

(This special issue belongs to the Section Image and Video Processing)

Journal Menu

Journal Browser

Special Issues

Further Information

Guidelines

MDPI Initiatives

Follow MDPI