Journal of Imaging

#MDPIjimaging #Collections 🔎 𝗙𝗿𝗼𝗺 𝗗𝗲𝗲𝗽𝗳𝗮𝗸𝗲𝘀 𝘁𝗼 𝗖𝗮𝗺𝗲𝗿𝗮 𝗧𝗿𝗮𝗰𝗲𝘀: 𝗘𝘅𝗽𝗹𝗼𝗿𝗶𝗻𝗴 𝗗𝗶𝗴𝗶𝘁𝗮𝗹 𝗠𝗲𝗱𝗶𝗮 𝗔𝘂𝘁𝗵𝗲𝗻𝘁𝗶𝗰𝗶𝘁𝘆 𝗮𝗻𝗱 𝗙𝗼𝗿𝗲𝗻𝘀𝗶𝗰𝘀 𝘏𝘰𝘸 𝘤𝘢𝘯 𝘸𝘦 𝘢𝘴𝘴𝘦𝘴𝘴 𝘸𝘩𝘦𝘵𝘩𝘦𝘳 𝘥𝘪𝘨𝘪𝘵𝘢𝘭 𝘤𝘰𝘯𝘵𝘦𝘯𝘵 𝘪𝘴 𝘢𝘶𝘵𝘩𝘦𝘯𝘵𝘪𝘤? This selection from the 𝘑𝘰𝘶𝘳𝘯𝘢𝘭 𝘰𝘧 𝘐𝘮𝘢𝘨𝘪𝘯𝘨 explores digital media forensics across images, videos, and audio, covering deepfake detection, AI-generated content identification, image forgery localization, source camera identification, and synthetic music attribution. Together, these studies examine methods for detecting manipulation and investigating the origins of digital media. 📚 Explore the selected papers and discover different approaches to digital media authenticity and forensic analysis. 🔗 https://lnkd.in/dcSeHwq7 #MDPIjimaging #DigitalForensics #DeepfakeDetection #AIGeneratedContent

#MDPIjimaging #Collections 𝗖𝗼𝗺𝗽𝗮𝗰𝘁 𝗠𝗼𝗱𝗲𝗹𝘀 & 𝗘𝗺𝗯𝗲𝗱𝗱𝗲𝗱 𝗜𝗺𝗮𝗴𝗶𝗻𝗴 🆕 𝘏𝘰𝘸 𝘤𝘢𝘯 𝘪𝘮𝘢𝘨𝘪𝘯𝘨 𝘮𝘰𝘥𝘦𝘭𝘴 𝘣𝘢𝘭𝘢𝘯𝘤𝘦 𝘴𝘪𝘻𝘦, 𝘤𝘰𝘮𝘱𝘶𝘵𝘢𝘵𝘪𝘰𝘯 𝘢𝘯𝘥 𝘵𝘢𝘴𝘬 𝘱𝘦𝘳𝘧𝘰𝘳𝘮𝘢𝘯𝘤𝘦? This collection brings together lightweight recognition and segmentation networks, local feature matching, embedded thermal detection, and faster point-cloud computation. Medical screening, underwater scenes, driver monitoring and aerial imagery provide varied test settings. These studies explore how model size, computation and task performance can be considered together when imaging methods move toward practical deployment. Explore each paper here: https://lnkd.in/g-ciKG9k

🧠 𝗝𝗼𝘂𝗿𝗻𝗮𝗹 𝗼𝗳 𝗜𝗺𝗮𝗴𝗶𝗻𝗴 | 𝗦𝗲𝗹𝗲𝗰𝘁𝗲𝗱 𝗣𝗮𝗽𝗲𝗿𝘀 𝗼𝗻 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗜𝗺𝗮𝗴𝗶𝗻𝗴: 𝗙𝗿𝗼𝗺 𝗦𝘆𝗻𝘁𝗵𝗲𝘁𝗶𝗰 𝗗𝗮𝘁𝗮 𝘁𝗼 𝗠𝗲𝗱𝗶𝗰𝗮𝗹 𝗜𝗺𝗮𝗴𝗲 𝗦𝘆𝗻𝘁𝗵𝗲𝘀𝗶𝘀 𝘏𝘰𝘸 𝘢𝘳𝘦 𝘨𝘦𝘯𝘦𝘳𝘢𝘵𝘪𝘷𝘦 𝘮𝘰𝘥𝘦𝘭𝘴 𝘦𝘹𝘱𝘢𝘯𝘥𝘪𝘯𝘨 𝘵𝘩𝘦 𝘱𝘰𝘴𝘴𝘪𝘣𝘪𝘭𝘪𝘵𝘪𝘦𝘴 𝘰𝘧 𝘪𝘮𝘢𝘨𝘪𝘯𝘨 𝘳𝘦𝘴𝘦𝘢𝘳𝘤𝘩? This curated collection brings together selected papers exploring variational autoencoders, generative adversarial networks, and diffusion models across applications including dental radiography, multimodal MRI, retinal image translation, platelet classification, underwater imaging, and talking-head generation. It also examines gender bias, highlighting the importance of evaluating generated visual data alongside its applications. 📖 Explore the selected papers and discover research perspectives on generative imaging and synthetic visual data: https://lnkd.in/gPicq6z4 #MDPIjimaging #GenerativeAI #MedicalImaging #SyntheticData #DeepLearning

🔬 𝗘𝘅𝗽𝗹𝗼𝗿𝗲 𝗛𝗶𝗴𝗵𝗹𝘆 𝗖𝗶𝘁𝗲𝗱 𝗣𝗮𝗽𝗲𝗿𝘀 𝗶𝗻 𝗝𝗼𝘂𝗿𝗻𝗮𝗹 𝗼𝗳 𝗜𝗺𝗮𝗴𝗶𝗻𝗴 | 𝟮𝟬𝟮𝟱 𝗖𝗼𝗹𝗹𝗲𝗰𝘁𝗶𝗼𝗻 Discover a selection of highly cited papers published in 𝘑𝘰𝘶𝘳𝘯𝘢𝘭 𝘰𝘧 𝘐𝘮𝘢𝘨𝘪𝘯𝘨 in 2025, spanning deepfake media forensics, AI-powered microscopy, synthetic scientific image generation, medical image analysis, plant disease detection, and remote sensing. From advances in computer vision to applications in healthcare, agriculture, and environmental monitoring, this collection offers research insights across a diverse range of imaging applications. 📖 Explore the selected papers and discover research relevant to your field. 👉 Read the collection: https://lnkd.in/g9MSCJaA #MDPIjimaging #ImagingScience #ComputerVision #MedicalImaging #DeepLearning

⏳ 𝟭 𝗠𝗼𝗻𝘁𝗵 𝘁𝗼 𝗚𝗼 𝘂𝗻𝘁𝗶𝗹 𝗜𝗢𝗖𝗜𝗠 𝟮𝟬𝟮𝟲! The 1st International Online Conference on Imaging (IOCIM 2026) is bringing researchers and professionals together online from 4–6 November 2026 (CET) to exchange perspectives and discuss the latest developments in imaging. 🎟️ Registration is 𝘍𝘙𝘌𝘌 of charge and includes access to all conference sessions. Don’t miss the opportunity to join the virtual conference and engage with the imaging research community from wherever you are. 📅 𝗥𝗲𝗴𝗶𝘀𝘁𝗿𝗮𝘁𝗶𝗼𝗻 𝗱𝗲𝗮𝗱𝗹𝗶𝗻𝗲: 𝟮𝟵 𝗢𝗰𝘁𝗼𝗯𝗲𝗿 𝟮𝟬𝟮𝟲 🌐 𝗩𝗶𝗿𝘁𝘂𝗮𝗹 | 𝟰–𝟲 𝗡𝗼𝘃𝗲𝗺𝗯𝗲𝗿 𝟮𝟬𝟮𝟲 (𝗖𝗘𝗧) 👉 Register now and reserve your place at IOCIM 2026! https://lnkd.in/gmRPnF2H #IOCIM2026 #Imaging #MedicalImaging #MDPIjimaging

𝗖𝗮𝗹𝗹𝗶𝗻𝗴 𝗮𝗹𝗹 𝗲𝗮𝗿𝗹𝘆-𝗰𝗮𝗿𝗲𝗲𝗿 𝗿𝗲𝘀𝗲𝗮𝗿𝗰𝗵𝗲𝗿𝘀 𝗶𝗻 𝗜𝗺𝗮𝗴𝗶𝗻𝗴 𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵! 🔬📸 Are you planning to present your latest research at an upcoming academic conference, but looking for funding and profile-boosting support? The application window for the 𝟮𝟬𝟮𝟲 𝗝. 𝗜𝗺𝗮𝗴𝗶𝗻𝗴 𝗧𝗿𝗮𝘃𝗲𝗹 𝗔𝘄𝗮𝗿𝗱 closes this October. What’s in it for the winners? (2 Winners Selected!) • CHF 500 cash prize to support your travel expenses ✈️ • An APC Waiver Voucher for one future submission in J. Imaging (valid for 1 year, subject to peer review) 📄✨ 𝗔𝗽𝗽𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻𝘀 𝗖𝗹𝗼𝘀𝗲: October 31 (Don't wait until the last minute!) 𝗪𝗶𝗻𝗻𝗲𝗿𝘀 𝗔𝗻𝗻𝗼𝘂𝗻𝗰𝗲𝗱: End of December 👉 Apply now or check the eligibility criteria here: https://lnkd.in/gyMqpHRg Tag a brilliant junior scientist or PhD student who needs to see this! 👇 #MDPIjimaging #AcademicChatter #ImagingResearch #EarlyCareerResearcher #TravelAward #PhDLife #OpenAccess #ScienceFunding #Postdoc