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🤳🛠️ “CamViG: Camera Aware Image-to-Video Generation with Multimodal Transformers,” @ https://lnkd.in/dDZXCZhW - Andrew M. , Grant Schindler, @José Lezama, Dan Kondratyuk, Seybold Bryan, Irfan Essa Camera-Controlled Video Generation - What does this mean? The recent research from Google, introduces an approach to video generation. This method allows for explicit control over 3D camera motion, enabling the creation of videos from a single image with precise camera movement instructions. Multimodal Transformers & 3D Motion By incorporating 3D camera motion as a conditioning signal, the researchers have enhanced the capabilities of multimodal transformers. This advancement separates scene dynamics from camera movement, allowing for controlled video generation that includes complex camera motions like translations inducing parallax. The team utilized Neural Radiance Fields (NeRF) to generate training data, ensuring realistic illumination and geometryy. They also developed an alternate tokenization method for camera paths, integrating it with a video transformer model. The model’s performance is quantitatively evaluated using optical flow MSE, demonstrating its ability to follow directed camera paths accurately. Exciting developments in image-to-video, towards extending these capabilities to general scenes. The paper was not released with open-source code. 'Vig.cam','motion.cam','singleframe.cam'... #VideoGeneration #3DCameraControl #Innovation #CAMDomains

#digitalimageprocessing #radar #sonarsignalprocessing #audiosignalprocessing #digitalfiltering #arrayprocessing #communication #digitalsignalprocessingprojects #internetofthings #multichannelsignals #realtimenoisefiltering #seismicdataprocessing #digital #analog #wavelettransform #callforpapers #research #phd #indexed #scope **Call for papers** Signal & Image Processing : An International Journal (SIPIJ) ISSN : 0976 - 710X (Online) ; 2229 - 3922 (print) Webpage url - https://lnkd.in/g59pNdP2 Contact Us Here's where you can reach us :sipijjournal@airccse.org or sipij@aircconline.com

📢 New #MOOC! Do you want to know more about current technologies and trends in image processing and their industrial application? Then our new course 'Introduction to Industrial Image Processing' starting on September 16th, 2024 might be just the right course for you! 📚 This is what you will learn in the course: • Basics of industrial image acquisition and processing • Overview over the components of machine vision systems • Algorithms for feature amplification and detection in images • Introduction to detection and classification of objects in images • Basics of photogrammetry for extracting 3D information from 2D images 🔗 If you are interested in our course, check the #Course About Page & don't forget to enroll here:

#digitalimageprocessing #radar #sonarsignalprocessing #audiosignalprocessing #digitalfiltering #arrayprocessing #communication #digitalsignalprocessingprojects #internetofthings #multichannelsignals #realtimenoisefiltering #seismicdataprocessing #digital #analog #wavelettransform #callforpapers #research #phd #indexed #scope **Call for papers** Signal & Image Processing: An International Journal (SIPIJ)  WJCI Listed, H index – 34 WJCI Impact Factor: 0.225 (2020); 0.176 (2019) ISSN: 0976 – 710X [Online]; 2229 - 3922 [Print] https://lnkd.in/drGA-7AV Contact Us Here's where you can reach us:sipijjournal@airccse.org

#automotivesignalprocessing #biomedicalapplications #digitalimageprocessing #radar #sonarsignalprocessing #audiosignalprocessing #digitalfiltering #arrayprocessing #communication #digitalsignalprocessingprojects #filtering #fouriertransform #internetofthings #multichannelsignals #realtimenoisefiltering #seismicdataprocessing #digital #analog #wavelettransform #callforpapers #research #phd #indexed #scope  **Current Issue -H index-34** Signal & Image Processing : An International Journal (SIPIJ) ISSN : 0976 - 710X (Online) ; 2229 - 3922 (print) Webpage url - https://lnkd.in/g59pNdP2 Contact Us Here's where you can reach us :sipijjournal@airccse.org or sipij@aircconline.com

#digitalimageprocessing #radar #sonarsignalprocessing #audiosignalprocessing #digitalfiltering #arrayprocessing #communication #digitalsignalprocessingprojects #internetofthings #multichannelsignals #realtimenoisefiltering #seismicdataprocessing #digital #analog #wavelettransform #callforpapers #research #phd #indexed #scope  **Call for papers** Signal & Image Processing: An International Journal (SIPIJ)  WJCI Listed, H index – 34 WJCI Impact Factor: 0.225 (2020); 0.176 (2019) ISSN: 0976 – 710X [Online]; 2229 - 3922 [Print] https://lnkd.in/drGA-7AV Contact Us Here's where you can reach us:sipijjournal@airccse.org 

How to get the basis of digital image processing simply this channel is the key <3

This OmniVision outperforms the Nano Llava model as a small multimodal model. https://lnkd.in/dnSaVh9T

🚀 Thrilled to have completed the Digital Image Processing course from Great Learning Academy! 🎓 I learned about highlights the comprehensive journey through the course, which likely covered foundational concepts and advanced applications of image processing, image conversion, such as filtering, edge detection, and object recognition 🖼️📲 #ImageProcessing #DeepLearning #ObjectRecognition #LearningJourny #GreatLearningAcademy #CareerGrowth

#digitalimageprocessing #radar #sonarsignalprocessing #audiosignalprocessing #digitalfiltering #arrayprocessing #communication #digitalsignalprocessingprojects #internetofthings #multichannelsignals #realtimenoisefiltering #seismicdataprocessing #digital #analog #wavelettransform #callforpapers #research #phd #indexed #scope  **Call for papers** Signal & Image Processing : An International Journal (SIPIJ) ISSN : 0976 - 710X (Online) ; 2229 - 3922 (print) Webpage url - https://lnkd.in/g59pNdP2 Contact Us Here's where you can reach us :sipijjournal@airccse.org or sipij@aircconline.com