The document discusses DICOM video standards and implementations. It covers:
1) How DICOM video can transfer video from operating rooms and endoscopy systems to PACS and EHR systems.
2) Video compression principles and standards like MPEG-2, H.264, and H.265 that are used for DICOM video.
3) Constraints and extensions made to the DICOM standard to support video metadata and formats. This includes new SOP classes, transfer syntaxes, and modules.
Introduction to Transcoding: Tools and ProcessesPrestoCentre
The document discusses transcoding video files for both access and preservation purposes. Transcoding involves converting a video file from one format to another, such as converting a preservation master file to a smaller file that can be more easily streamed online for access. Transcoding can improve access by reducing file sizes and switching to popular codecs, while preservation transcoding focuses on migration to more efficient or supported codecs. The document provides examples of how various properties of a video file, such as frame size and rate, are manipulated during the transcoding process.
How to manage the wide diversity of file formats for ingest, archiving and de...FIAT/IFTA
This document discusses file format management for video archiving purposes. It addresses challenges around ingest, archiving, and delivery of diverse file formats. For ingest, the document considers normalizing all inputs to a single format, keeping native formats, or using a selection of approved formats. It describes INA's workflow of analyzing input formats and transcoding if needed to the nearest supported format. Approved archive formats at INA are also listed, covering a range of resolutions, bitrates, and other characteristics. The document outlines INA's outgest workflow of on-demand transcoding for delivery.
This document is a product catalog from LTS for the first quarter of 2017, listing their video surveillance equipment including NVRs, IP cameras, and accessories. It provides information on each product such as model number, price, specifications, and distributor contact information. New and upcoming products are highlighted. The catalog is organized by product level from Professional to Enterprise, and categories include NVRs, Hybrid NVRs, and IP cameras.
The document summarizes the features of H.264 PC-based DVR and hybrid DVR systems including:
- H.264 compression provides up to 40% higher image quality and 60% storage savings compared to other formats
- Systems support up to 64 analog and IP camera channels and can display video on multiple monitors
- Features include flexible recording schedules, intelligent search, alarm triggers, dual streaming, and remote access via apps
Whether you're shooting news, commercials, sports, documentaries or special events, JVC's new GY-HM850E is your first choice in an affordable high-performance shoulder camera.
The GY-HM890/HM850 specifications document provides details on the features and capabilities of JVC's HD/SD memory card camcorder models. Key information includes the camera's imaging sensors, recording formats and resolutions, interface connections, accessories included, and approximate recording times on various memory card sizes. The document also highlights the camcorders' ability to provide quality and mobility for broadcast news applications through features like built-in wireless connectivity and simultaneous dual recording.
Introduction to Transcoding: Tools and ProcessesPrestoCentre
The document discusses transcoding video files for both access and preservation purposes. Transcoding involves converting a video file from one format to another, such as converting a preservation master file to a smaller file that can be more easily streamed online for access. Transcoding can improve access by reducing file sizes and switching to popular codecs, while preservation transcoding focuses on migration to more efficient or supported codecs. The document provides examples of how various properties of a video file, such as frame size and rate, are manipulated during the transcoding process.
How to manage the wide diversity of file formats for ingest, archiving and de...FIAT/IFTA
This document discusses file format management for video archiving purposes. It addresses challenges around ingest, archiving, and delivery of diverse file formats. For ingest, the document considers normalizing all inputs to a single format, keeping native formats, or using a selection of approved formats. It describes INA's workflow of analyzing input formats and transcoding if needed to the nearest supported format. Approved archive formats at INA are also listed, covering a range of resolutions, bitrates, and other characteristics. The document outlines INA's outgest workflow of on-demand transcoding for delivery.
This document is a product catalog from LTS for the first quarter of 2017, listing their video surveillance equipment including NVRs, IP cameras, and accessories. It provides information on each product such as model number, price, specifications, and distributor contact information. New and upcoming products are highlighted. The catalog is organized by product level from Professional to Enterprise, and categories include NVRs, Hybrid NVRs, and IP cameras.
The document summarizes the features of H.264 PC-based DVR and hybrid DVR systems including:
- H.264 compression provides up to 40% higher image quality and 60% storage savings compared to other formats
- Systems support up to 64 analog and IP camera channels and can display video on multiple monitors
- Features include flexible recording schedules, intelligent search, alarm triggers, dual streaming, and remote access via apps
Whether you're shooting news, commercials, sports, documentaries or special events, JVC's new GY-HM850E is your first choice in an affordable high-performance shoulder camera.
The GY-HM890/HM850 specifications document provides details on the features and capabilities of JVC's HD/SD memory card camcorder models. Key information includes the camera's imaging sensors, recording formats and resolutions, interface connections, accessories included, and approximate recording times on various memory card sizes. The document also highlights the camcorders' ability to provide quality and mobility for broadcast news applications through features like built-in wireless connectivity and simultaneous dual recording.
Be first on-air and first on-line with JVC's new GY-HM890E. This advanced 3-CMOS camera delivers pristine HD images to solid state memory while streaming via Wi-Fi or a plug-in GSM adapter.
The GY-HM890/HM850 specifications document summarizes the key features and specifications of JVC's HD/SD memory card camcorder models GY-HM890 and GY-HM850. The camcorders offer Full HD and SD recording capabilities to a variety of codecs and file formats on SD/SDHC/SDXC memory cards. Additional features include a 20x optical zoom lens, three 1/3-inch CMOS sensors, dual card slots, HDMI and SDI outputs, and network connectivity for live streaming and file transfer. The GY-HM890 model also provides more robust studio capabilities with optional expansion modules.
The GY-HM890/HM850 specifications document summarizes the key features and specifications of JVC's HD/SD memory card camcorder models GY-HM890 and GY-HM850. The camcorders offer Full HD and SD recording capabilities to a variety of codecs and file formats on SD/SDHC/SDXC memory cards. Additional features include a 20x optical zoom lens, three 1/3-inch CMOS sensors, dual card slots, H.264 recording up to 50Mbps, and network connectivity for live streaming and file transfer. The GY-HM890 model also provides SDI input/output and is designed for studio use with expansion options.
The GY-HM890/HM850 specifications document provides details on the features and capabilities of JVC's HD/SD memory card camcorder models. Key information includes the camera's imaging sensors, recording formats and resolutions, audio capabilities, storage capacities and recording times, interfaces and connectivity options. The document highlights the camcorders' ability to provide high quality video in various formats while keeping running costs low through use of affordable SD cards for "unlimited" recording time.
Be first on-air and first on-line with JVC's new GY-HM890E. This advanced 3-CMOS camera delivers pristine HD images to solid state memory while streaming via Wi-Fi or a plug-in GSM adapter.
The document discusses different standards for analogue video, including PAL, NTSC, and SECAM. Recordings made using one standard cannot be played on devices that use a different standard without first converting the format. The document also discusses component and composite video signals, high definition standards such as 720p and 1080p, and various digital file formats and compression methods used for video, audio, and images.
This document provides a product catalog for the 4th quarter of 2016. It includes information on IP cameras, thermal cameras, speed domes, network video recorders, IP intercom systems, live broadcasting equipment, video conferencing systems, video walls, and accessories. The company aims to be a leading global provider of integrated video surveillance solutions through collaborating with top manufacturers in China to supply affordable, professional products along with system integration services. It has headquarters in China and a sales and support office in the United States. The catalog provides specifications for various camera models in their IPC-V, IPC-H, and thermal camera series. It also includes details on their NVR series, IP intercom, live broadcasting, video
The document summarizes the features of the DS-7300/8100 Industrial Standalone DVR. It can support up to 16 analog camera inputs and uses H.264 compression. It has a Linux-based operating system, remote access capabilities, motion detection, and supports up to 16TB of total storage through SATA interfaces. It can be managed through the iVMS-2000 centralized management software.
The 131st WG 11 (MPEG) meeting was held online, 29 June – 3 July 2020
Table of Contents
WG11 (MPEG) Announces VVC – the Versatile Video Coding Standard
Point Cloud Compression – WG11 (MPEG) promotes a Video-based Point Cloud Compression Technology to the FDIS stage
MPEG-H 3D Audio – WG11 (MPEG) promotes Baseline Profile for 3D Audio to final stage
Call for Proposals on Technologies for MPEG-21 Contracts to Smart Contracts Conversion
WG11 (MPEG) issues a Call for Proposals on extension and improvements to ISO/IEC 23092 standard series
Widening support for storage and delivery of MPEG-5 EVC
Multi-Image Application Format adds support of HDR
Carriage of Geometry-based Point Cloud Data progresses to Committee Draft
MPEG Immersive Video (MIV) progresses to Committee Draft
Neural Network Compression for Multimedia Applications – WG11 (MPEG) progresses to Committee Draft
WG11 (MPEG) issues Committee Draft of Conformance and Reference Software for Essential Video Coding (EVC)
This document discusses 12 essential aspects of 4K/UHD video including:
1) Resolution - True resolution is based on number of photosites not pixel count. The next generation 65mm Panavision camera has 24.9 million photosites.
2) Compression formats - Common compression formats for 4K include H.264, XAVC, ProRes, MPEG-4, and wavelet-based formats like JPEG 2000.
3) Connectivity - Interfaces that support high data rates for 4K like 6G-SDI, 12G-SDI, HDMI 2.0, DisplayPort 1.3, and 25G-SDI.
Extract the Audio from Video by using pythonIRJET Journal
This document discusses extracting audio from video files using Python. It begins with an abstract describing a video to audio converter program that allows users to select a video file and convert it to audio, saving the audio file in the same folder. It then discusses the need for video to audio converters as people often prefer just listening to a video's audio rather than watching it. It describes using the moviepy module in Python to extract audio from video files by analyzing the video frame-by-frame and applying speech recognition to the audio. The goal is to create a system that can convert video and audio sources into text to help with documentation.
MPEG Immersive Media
By Thomas, Director, Technical Standards at Qualcomm
at 2nd ITU-T Mini-Workshop on Immersive Live Experience (ILE) in 19 January 2017
The PXW-X180 and PXW-X160 are new 1/3-type 3CMOS camcorders from Sony featuring 25x optical zoom lenses, three Exmor CMOS sensors, and the ability to record video in multiple formats including XAVC Intra/Long GOP. While the PXW-X180 includes features like wireless functionality and GPS, the PXW-X160 omits these to provide the same performance at a lower price point. Both camcorders are designed for professional video applications like broadcasting, film production, and independent video creation.
The PXW-X180 and PXW-X160 are new 1/3-type 3CMOS camcorders from Sony featuring 25x optical zoom lenses, three Exmor CMOS sensors, and the ability to record video in multiple formats including XAVC Intra/Long GOP. While the PXW-X160 has fewer features than the PXW-X180 like wireless functionality and GPS, both camcorders are designed for professional video applications like news, documentaries and events with high image quality and performance.
1) The document discusses video compression and streaming technologies, including standards like H.264 and challenges of streaming over heterogeneous networks.
2) It outlines objectives to develop versatile encoder and decoder architectures, efficient compression algorithms, and new concepts for adaptive streaming over IP networks.
3) Key outcomes included advanced encoder and decoder architectures, improved video processing algorithms, an end-to-end H.264 streaming system, and a scalable video coding scheme.
Be first on-air and first on-line with JVC's new GY-HM890E. This advanced 3-CMOS camera delivers pristine HD images to solid state memory while streaming via Wi-Fi or a plug-in GSM adapter.
The GY-HM890/HM850 specifications document summarizes the key features and specifications of JVC's HD/SD memory card camcorder models GY-HM890 and GY-HM850. The camcorders offer Full HD and SD recording capabilities to a variety of codecs and file formats on SD/SDHC/SDXC memory cards. Additional features include a 20x optical zoom lens, three 1/3-inch CMOS sensors, dual card slots, HDMI and SDI outputs, and network connectivity for live streaming and file transfer. The GY-HM890 model also provides more robust studio capabilities with optional expansion modules.
The GY-HM890/HM850 specifications document summarizes the key features and specifications of JVC's HD/SD memory card camcorder models GY-HM890 and GY-HM850. The camcorders offer Full HD and SD recording capabilities to a variety of codecs and file formats on SD/SDHC/SDXC memory cards. Additional features include a 20x optical zoom lens, three 1/3-inch CMOS sensors, dual card slots, H.264 recording up to 50Mbps, and network connectivity for live streaming and file transfer. The GY-HM890 model also provides SDI input/output and is designed for studio use with expansion options.
The GY-HM890/HM850 specifications document provides details on the features and capabilities of JVC's HD/SD memory card camcorder models. Key information includes the camera's imaging sensors, recording formats and resolutions, audio capabilities, storage capacities and recording times, interfaces and connectivity options. The document highlights the camcorders' ability to provide high quality video in various formats while keeping running costs low through use of affordable SD cards for "unlimited" recording time.
Be first on-air and first on-line with JVC's new GY-HM890E. This advanced 3-CMOS camera delivers pristine HD images to solid state memory while streaming via Wi-Fi or a plug-in GSM adapter.
The document discusses different standards for analogue video, including PAL, NTSC, and SECAM. Recordings made using one standard cannot be played on devices that use a different standard without first converting the format. The document also discusses component and composite video signals, high definition standards such as 720p and 1080p, and various digital file formats and compression methods used for video, audio, and images.
This document provides a product catalog for the 4th quarter of 2016. It includes information on IP cameras, thermal cameras, speed domes, network video recorders, IP intercom systems, live broadcasting equipment, video conferencing systems, video walls, and accessories. The company aims to be a leading global provider of integrated video surveillance solutions through collaborating with top manufacturers in China to supply affordable, professional products along with system integration services. It has headquarters in China and a sales and support office in the United States. The catalog provides specifications for various camera models in their IPC-V, IPC-H, and thermal camera series. It also includes details on their NVR series, IP intercom, live broadcasting, video
The document summarizes the features of the DS-7300/8100 Industrial Standalone DVR. It can support up to 16 analog camera inputs and uses H.264 compression. It has a Linux-based operating system, remote access capabilities, motion detection, and supports up to 16TB of total storage through SATA interfaces. It can be managed through the iVMS-2000 centralized management software.
The 131st WG 11 (MPEG) meeting was held online, 29 June – 3 July 2020
Table of Contents
WG11 (MPEG) Announces VVC – the Versatile Video Coding Standard
Point Cloud Compression – WG11 (MPEG) promotes a Video-based Point Cloud Compression Technology to the FDIS stage
MPEG-H 3D Audio – WG11 (MPEG) promotes Baseline Profile for 3D Audio to final stage
Call for Proposals on Technologies for MPEG-21 Contracts to Smart Contracts Conversion
WG11 (MPEG) issues a Call for Proposals on extension and improvements to ISO/IEC 23092 standard series
Widening support for storage and delivery of MPEG-5 EVC
Multi-Image Application Format adds support of HDR
Carriage of Geometry-based Point Cloud Data progresses to Committee Draft
MPEG Immersive Video (MIV) progresses to Committee Draft
Neural Network Compression for Multimedia Applications – WG11 (MPEG) progresses to Committee Draft
WG11 (MPEG) issues Committee Draft of Conformance and Reference Software for Essential Video Coding (EVC)
This document discusses 12 essential aspects of 4K/UHD video including:
1) Resolution - True resolution is based on number of photosites not pixel count. The next generation 65mm Panavision camera has 24.9 million photosites.
2) Compression formats - Common compression formats for 4K include H.264, XAVC, ProRes, MPEG-4, and wavelet-based formats like JPEG 2000.
3) Connectivity - Interfaces that support high data rates for 4K like 6G-SDI, 12G-SDI, HDMI 2.0, DisplayPort 1.3, and 25G-SDI.
Extract the Audio from Video by using pythonIRJET Journal
This document discusses extracting audio from video files using Python. It begins with an abstract describing a video to audio converter program that allows users to select a video file and convert it to audio, saving the audio file in the same folder. It then discusses the need for video to audio converters as people often prefer just listening to a video's audio rather than watching it. It describes using the moviepy module in Python to extract audio from video files by analyzing the video frame-by-frame and applying speech recognition to the audio. The goal is to create a system that can convert video and audio sources into text to help with documentation.
MPEG Immersive Media
By Thomas, Director, Technical Standards at Qualcomm
at 2nd ITU-T Mini-Workshop on Immersive Live Experience (ILE) in 19 January 2017
The PXW-X180 and PXW-X160 are new 1/3-type 3CMOS camcorders from Sony featuring 25x optical zoom lenses, three Exmor CMOS sensors, and the ability to record video in multiple formats including XAVC Intra/Long GOP. While the PXW-X180 includes features like wireless functionality and GPS, the PXW-X160 omits these to provide the same performance at a lower price point. Both camcorders are designed for professional video applications like broadcasting, film production, and independent video creation.
The PXW-X180 and PXW-X160 are new 1/3-type 3CMOS camcorders from Sony featuring 25x optical zoom lenses, three Exmor CMOS sensors, and the ability to record video in multiple formats including XAVC Intra/Long GOP. While the PXW-X160 has fewer features than the PXW-X180 like wireless functionality and GPS, both camcorders are designed for professional video applications like news, documentaries and events with high image quality and performance.
1) The document discusses video compression and streaming technologies, including standards like H.264 and challenges of streaming over heterogeneous networks.
2) It outlines objectives to develop versatile encoder and decoder architectures, efficient compression algorithms, and new concepts for adaptive streaming over IP networks.
3) Key outcomes included advanced encoder and decoder architectures, improved video processing algorithms, an end-to-end H.264 streaming system, and a scalable video coding scheme.
DICOMweb (STOW, WADO, QIDO): Potential and implemntation sampleIRT b-com
This document discusses the potential of the DICOMweb standard and provides an example implementation of a DICOMweb interface. DICOMweb defines RESTful web services for storing, querying, and retrieving DICOM objects in a lightweight and standards-based way. The example implementation demonstrates a standalone DICOMweb server that connects to any PACS using conventional DICOM services and exposes STOW, QIDO, and WADO RESTful interfaces defined in DICOMweb. The accompanying client module allows users to search for and retrieve studies from the PACS as well as upload new images using the STOW service with features like on-the-fly compression and de-identification.
bcom innovates at the highest levels in the fields of hypermedia (ultra-high definition images, 3D, smart content, and virtual and augmented reality), ultra-high-speed fixed and mobile networks, and its starting field of e-health.
GraphRAG for Life Science to increase LLM accuracyTomaz Bratanic
GraphRAG for life science domain, where you retriever information from biomedical knowledge graphs using LLMs to increase the accuracy and performance of generated answers
Removing Uninteresting Bytes in Software FuzzingAftab Hussain
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
Driving Business Innovation: Latest Generative AI Advancements & Success StorySafe Software
Are you ready to revolutionize how you handle data? Join us for a webinar where we’ll bring you up to speed with the latest advancements in Generative AI technology and discover how leveraging FME with tools from giants like Google Gemini, Amazon, and Microsoft OpenAI can supercharge your workflow efficiency.
During the hour, we’ll take you through:
Guest Speaker Segment with Hannah Barrington: Dive into the world of dynamic real estate marketing with Hannah, the Marketing Manager at Workspace Group. Hear firsthand how their team generates engaging descriptions for thousands of office units by integrating diverse data sources—from PDF floorplans to web pages—using FME transformers, like OpenAIVisionConnector and AnthropicVisionConnector. This use case will show you how GenAI can streamline content creation for marketing across the board.
Ollama Use Case: Learn how Scenario Specialist Dmitri Bagh has utilized Ollama within FME to input data, create custom models, and enhance security protocols. This segment will include demos to illustrate the full capabilities of FME in AI-driven processes.
Custom AI Models: Discover how to leverage FME to build personalized AI models using your data. Whether it’s populating a model with local data for added security or integrating public AI tools, find out how FME facilitates a versatile and secure approach to AI.
We’ll wrap up with a live Q&A session where you can engage with our experts on your specific use cases, and learn more about optimizing your data workflows with AI.
This webinar is ideal for professionals seeking to harness the power of AI within their data management systems while ensuring high levels of customization and security. Whether you're a novice or an expert, gain actionable insights and strategies to elevate your data processes. Join us to see how FME and AI can revolutionize how you work with data!
Generating privacy-protected synthetic data using Secludy and MilvusZilliz
During this demo, the founders of Secludy will demonstrate how their system utilizes Milvus to store and manipulate embeddings for generating privacy-protected synthetic data. Their approach not only maintains the confidentiality of the original data but also enhances the utility and scalability of LLMs under privacy constraints. Attendees, including machine learning engineers, data scientists, and data managers, will witness first-hand how Secludy's integration with Milvus empowers organizations to harness the power of LLMs securely and efficiently.
Unlocking Productivity: Leveraging the Potential of Copilot in Microsoft 365, a presentation by Christoforos Vlachos, Senior Solutions Manager – Modern Workplace, Uni Systems
Full-RAG: A modern architecture for hyper-personalizationZilliz
Mike Del Balso, CEO & Co-Founder at Tecton, presents "Full RAG," a novel approach to AI recommendation systems, aiming to push beyond the limitations of traditional models through a deep integration of contextual insights and real-time data, leveraging the Retrieval-Augmented Generation architecture. This talk will outline Full RAG's potential to significantly enhance personalization, address engineering challenges such as data management and model training, and introduce data enrichment with reranking as a key solution. Attendees will gain crucial insights into the importance of hyperpersonalization in AI, the capabilities of Full RAG for advanced personalization, and strategies for managing complex data integrations for deploying cutting-edge AI solutions.
Monitoring and Managing Anomaly Detection on OpenShift.pdfTosin Akinosho
Monitoring and Managing Anomaly Detection on OpenShift
Overview
Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices.
Key Topics Covered
1. Introduction to Anomaly Detection
- Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems.
2. Understanding Edge (IoT)
- Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source.
3. What is ArgoCD?
- Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices.
4. Deployment Using ArgoCD for Edge Devices
- Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD.
5. Introduction to Apache Kafka and S3
- Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions.
6. Viewing Kafka Messages in the Data Lake
- Learn how to view and analyze Kafka messages stored in a data lake for better insights.
7. What is Prometheus?
- Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices.
8. Monitoring Application Metrics with Prometheus
- Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system.
9. What is Camel K?
- Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes.
10. Configuring Camel K Integrations for Data Pipelines
- Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow.
11. What is a Jupyter Notebook?
- Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text.
12. Jupyter Notebooks with Code Examples
- Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.
Ocean lotus Threat actors project by John Sitima 2024 (1).pptxSitimaJohn
Ocean Lotus cyber threat actors represent a sophisticated, persistent, and politically motivated group that poses a significant risk to organizations and individuals in the Southeast Asian region. Their continuous evolution and adaptability underscore the need for robust cybersecurity measures and international cooperation to identify and mitigate the threats posed by such advanced persistent threat groups.
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/building-and-scaling-ai-applications-with-the-nx-ai-manager-a-presentation-from-network-optix/
Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit.
In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing AI models and deploying them globally. He also showcases the conversion of AI models and the creation of effective edge AI pipelines, with a focus on pre-processing, model conversion, selecting the appropriate inference engine for the target hardware and post-processing.
van Emden shows how Nx can simplify the developer’s life and facilitate a rapid transition from concept to production-ready applications.He provides valuable insights into developing scalable and efficient edge AI solutions, with a strong focus on practical implementation.
“An Outlook of the Ongoing and Future Relationship between Blockchain Technologies and Process-aware Information Systems.” Invited talk at the joint workshop on Blockchain for Information Systems (BC4IS) and Blockchain for Trusted Data Sharing (B4TDS), co-located with with the 36th International Conference on Advanced Information Systems Engineering (CAiSE), 3 June 2024, Limassol, Cyprus.
In his public lecture, Christian Timmerer provides insights into the fascinating history of video streaming, starting from its humble beginnings before YouTube to the groundbreaking technologies that now dominate platforms like Netflix and ORF ON. Timmerer also presents provocative contributions of his own that have significantly influenced the industry. He concludes by looking at future challenges and invites the audience to join in a discussion.
Fueling AI with Great Data with Airbyte WebinarZilliz
This talk will focus on how to collect data from a variety of sources, leveraging this data for RAG and other GenAI use cases, and finally charting your course to productionalization.
CAKE: Sharing Slices of Confidential Data on BlockchainClaudio Di Ciccio
Presented at the CAiSE 2024 Forum, Intelligent Information Systems, June 6th, Limassol, Cyprus.
Synopsis: Cooperative information systems typically involve various entities in a collaborative process within a distributed environment. Blockchain technology offers a mechanism for automating such processes, even when only partial trust exists among participants. The data stored on the blockchain is replicated across all nodes in the network, ensuring accessibility to all participants. While this aspect facilitates traceability, integrity, and persistence, it poses challenges for adopting public blockchains in enterprise settings due to confidentiality issues. In this paper, we present a software tool named Control Access via Key Encryption (CAKE), designed to ensure data confidentiality in scenarios involving public blockchains. After outlining its core components and functionalities, we showcase the application of CAKE in the context of a real-world cyber-security project within the logistics domain.
Paper: https://doi.org/10.1007/978-3-031-61000-4_16
UiPath Test Automation using UiPath Test Suite series, part 6DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Best 20 SEO Techniques To Improve Website Visibility In SERPPixlogix Infotech
Boost your website's visibility with proven SEO techniques! Our latest blog dives into essential strategies to enhance your online presence, increase traffic, and rank higher on search engines. From keyword optimization to quality content creation, learn how to make your site stand out in the crowded digital landscape. Discover actionable tips and expert insights to elevate your SEO game.
Things to Consider When Choosing a Website Developer for your Website | FODUUFODUU
Choosing the right website developer is crucial for your business. This article covers essential factors to consider, including experience, portfolio, technical skills, communication, pricing, reputation & reviews, cost and budget considerations and post-launch support. Make an informed decision to ensure your website meets your business goals.
3. 20/04/2016 / 3Diffusion : public20/04/2016 / 3Diffusion : public20/04/2016 / 3Diffusion : public20/04/2016 / 3Diffusion : public
› From Operating Room to EHR through the PACS
› Associating Patient information with the video
DICOM video Use Case
Operating Room
Video Source* PACS EHR
DICOM Store
*over head camera, endoscope, microscope …
DICOM WADO
4. 20/04/2016 / 4Diffusion : public20/04/2016 / 4Diffusion : public20/04/2016 / 4Diffusion : public20/04/2016 / 4Diffusion : public
Video compression principles (1)
EncoderOriginal video
Compressed
video
Decoder Decoded video
Compressed
video
Transmission
Storage
Quality level
Next 10 slides authored by Félix Henri, Orange/b<>com
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› Universal principles
1. Flexible subdivision in blocks
2. For each block
1.Inter-image or intra image prediction
2.Construction of a residue
3.Transform
4.Quantification
5.Entropic encoding
Video compression principles (2)
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› Flexible subdivision in blocks
Video compression principles (3)
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› 4:4:4
› 4:2:2
› 4:2:0
› 4:1:1
Video color coding schemes
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› Video compression standards
• 50% improvement every 10 years
Video compression standards (1)
1993 2003 2013 2022
Standard MPEG-2 H.264 (MPEG-4) H.265 (HEVC) ?
HD in 12Mb/s 6Mb/s 3Mb/s 1.5Mb/s?
contribution
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› Video Codecs War
Video compression standards (2)
Name Owner Licencing Compression Adoption
Official
standards
AVC H.264 MPEG-
4 part 10
ISO / ITU-T FRAND, cheap,
bounded
100% Universal
HEVC
H.265
MPEG-H
ISO / ITU-T FRAND +
uncertainties
50% Big, growing
Private
initiatives
Theora Open source
community
Free 300% Small
VP9 Google Free 75% Medium
Perseus / V-NOVA V-NOVA Proprietary Claim 30% Tiny
Alliance for Open
Media
Microsoft, Google,
Amazon, Netflix,
Mozilla, Intel et
Cisco
Claimed free ? Non existent
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› Supporting video formats produced by sources
› Providing a video format that is supported by PCs
› Maintaining the quality of image along the chain…
› while staying compatible with the PACS capacity
› Not altering the shape of anatomical objects
› Conveying metadata information along with video
• Patient demographics
• Study information
• Equipment information
• Image information (duplicated from the video content)
› Not exceeding 4GBytes per message/file
DICOM video Constraints
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› Add audio information in CINE MODULE (PS 3.3)
• Multiplexed Audio Channels Description Code Sequence
› Add stereo information in MF MODULE (PS 3.3)
• Stereo Pairs Present in Multi-Frame and Group MF modules
› Create new Transfer Syntaxes (PS 3.5, PS 3.6)
› Create new SOP Classes (PS 3.6)
› Create new Interchange Profiles (PS 3.11)
• DVD (sup. 42)
• BD (sup. 153)
› Create new Physical Media (PS 3.12)
• BD (sup. 153)
› Add new Mapping Resources (PS 3.16)
• Audio Channel sources
DICOM video Extensions
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DICOM video related Supplements
Sup. # Year Title
42 2003 MPEG2 Transfer Syntax
47 2003 Visible Light Video SOP Classes
137 2008 MPEG2 MP@HL Transfer Syntax
149 2009 MPEG-4 AVC/H.264 Transfer Syntax
153 2009 Blu-ray Disc Media Application Profiles
180 2015 MPEG-4 AVC/H.264 Transfer Syntax
195 2016 HEVC 4:2:0 Transfer Syntax
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DICOM video related Correction Items
CP. # Year Title
457 2004 Add YBR_420 for Ultrasound MPEG
536 2004 Correct VL Image Photometric Interpretation for MPEG
575 2004 Clarify use of Multiplexed Audio for MPEG
769 2008 MONOCHROME2 missing in part of MPEG2 definition
1256 2011 Add defined term for MPEG4
1267 2011 Video streams are independent and may not span
instances
1304 2013 Various corrections related to MPEG-4 AVC/H.264
Transfer Syntax
1349 ballot Link from still picture to video
1488 2015 Clarify RT Image Exposure Attributes in case of MPEG
Encoding
1518 work Add default media type for video for web services
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DICOM Video SOP Classes
# SOP Class (1.2.840.10008.5.1.4.1.1.+#)
77.1.1.1 Video Endoscopic Image Storage
77.1.2.1 Video Microscopic Image Storage
77.1.4.1 Video Photographic Image Storage
7.1 Multi-frame Single Bit Secondary Capture Image Storage
7.2 Multi-frame Grayscale Byte Secondary Capture Image Storage
7.3 Multi-frame Grayscale Word Secondary Capture Image Storage
7.4 Multi-frame True Color Secondary Capture Image Storage
12.1 X-Ray Angiographic Image Storage
12.2 X-Ray Radiofluoroscopic Image Storage
3.1 Ultrasound Multi-frame Image Storage
481.1 RT Image Storage
77.1.5.1 Ophthalmic Photography 8 Bit Image Storage
77.1.5.2 Ophthalmic Photography 16 Bit Image Storage
77.1.5.5 Wide Field Ophthalmic Photography Stereographic Projection Image St.
77.1.5.6 Wide Field Ophthalmic Photography 3D Coordinates Image Storage
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DICOM video Transfer Syntaxes (TS)
# Transfer Syntax (1.2.840.10008.1.2.4.+#)
100 MPEG2 Main Profile @ Main Level
101 MPEG2 Main Profile @ High Level
102 MPEG-4 AVC/H.264 High Profile / Level 4.1
103
MPEG-4 AVC/H.264 BD-compatible High Profile / Level
4.1
104 MPEG-4 AVC/H.264 High Profile / Level 4.2 For 2D Video
105 MPEG-4 AVC/H.264 High Profile / Level 4.2 For 3D Video
106 MPEG-4 AVC/H.264 Stereo High Profile / Level 4.2
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DICOM video embedded audio formats
Audio Video Transport Bit rate channels kHz
LPCM MPEG4 all MPEG-2 TS 4.6 Mb/s 2 48.96
AC3 MPEG4 all MPEG2-TS 640kb/s 2 or 5.1 48
AAC MPEG4 all MPEG-2 TS
MP4 cont.
640kb/s 2 or 5.1 48
MP3 MPEG2 all
MPEG4 all
MPEG-2 TS
MP4 cont.
320kb/s 2 + nx2 32, 44.1
or 48
MPEG-1
Layer II
MPEG4 all MPEG-2 TS
MP4 cont.
384kb/s 2 32, 44.1
or 48
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Main modules in DICOM video instances
IODs Modules US
MF
SC MF
SB
SC MF
GB
SC MF
GW
SC MF
TC
XA RF RT
IM
Vid VL
EN
Vid VL
MC
Vid VL
PH
Oph
8 Bit
Oph
16 Bit
WF
Oph St
WF Oph
3DC
Patient M M M M M M M M M M M M M M M
Clinical Trial Subject U U U U U U U U U U U U U U U
General Study M M M M M M M M M M M M M M M
Patient Study U U U U U U U U U U U U U U U
Clinical Trial Study U U U U U U U U U U U U U U U
General Series M M M M M M M M M M M M M M
Clinical Trial Series U U U U U U U U U U U U U U U
Frame of Reference U C C C U M M
Synchronization U U U U U U M M M M
General Equipment M U U U U M M M M M M M M M M
General Image M M M M M M M M M M M M M M M
Image Pixel M M M M M M M M M M M M M M M
Cine M C C C C C C C M M M C C C C
Multi-frame M M M M M C C C M M M M M M M
Device U U U U U U U U U U U U U
Specimen U U U U U U U C C C
VOI LUT U C C U U U
Common Instance Reference U U U U U U U U U U U U U U U
SOP Common M* M M M M M M M M M M M M M M
Frame Extraction C C C C C C C C C C C C C C C
M: Mandatory, C: Conditional, U: User Option
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Video Conformance Statement / Sources
Vendor Model SOP Classes Format
Karl Storz AIDA Video Endoscopic MPEG2 MP@ML/HL,
MPEG4 HP 4.1
Karl Storz OR1
HD Connect
NEO
Video Endoscopic MPEG2 MP@ML
Varian System Server RT Image MPEG2 MP@ML
Zeiss Calisto Video Photographic MPEG2 MP@ML
etiam DICOM Izer
(converter)
Video Endo/Micro/Photo
MF Sb/GB/GW/TC SC
MPEG2 MP@ML/HL
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Video Conformance Statement / Servers
Vendor Model SOP Classes Format
Agfa Enterprise
Imaging
Video Endo/Micro/Photo
MF Sb/GB/GW/TC SC
MPEG2 MP@ML/HL,
MPEG4 HP BD/4.1
Carestream Vue PACS Video Endo/Micro/Photo
MF Sb/GB/GW/TC SC
MPEG2 MP@ML/HL,
MPEG4 HP BD/4.1
Fujifilm Synapse
VNA
Video Endo/Micro/Photo
MF Sb/GB/GW/TC SC
MPEG2 MP@ML
GE Centricity Video Endo/Micro/Photo
MF Sb/GB/GW/TC SC
MPEG2 MP@ML
Karl Storz AIDA Video Endoscopic /
Microscopic / Photog.
MPEG2 MP@ML
Karl Storz OR1
NEO
Video Endoscopic MPEG2 MP@ML
Siemens Syngo Video Endo/Micro/Photo
MF Sb/GB/GW/TC SC
MPEG2 MP@ML/HL,
MPEG4 HP BD/4.1
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› Pixel ratio different than 1:1 (error in display)
› Inconsistency DICOM header vs. video header
• the viewer will ignore DICOM header information
› Too big file or message
• split the video in multiple files (do not decode/encode)
• each part has to be playable independently
• they reference earlier parts via Reference Image Seq.
› PACS does not support the video format
• save still (key) images in high definition
• convert in the supported format
DICOM video Common Issues
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› Resolution up to of 4096x2160 at 50/60Hz (4K)
› Higher dynamic range (HDR) 10 bits per pixel
› Monochrome profiles as well
› Supplement 195
› Tentative to propose the Scalable profile to
transmit still images in two steps:
• Lossy image (30% of the size of compressed image)
• Complementary part for obtaining lossless compression
› Work performed in the WG04-AdHoc-HEVC Group
H265 (HEVC) Transfer Syntax
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› Surgery is more and more based on video
› IP based video is now pretty mature
› Several solutions exist but still proprietary
› Interoperable standard is required to
• enable communication inside and outside OR
• convey metadata along with the video
• enable to create value by combining multiple videos
› Such a standard has to respect constraints
• good image quality while compatible with infrastructure
• very low latency achievable when required (inside OR)
› b<>com has introduced the topic at WG10 Apr-16
Real time Video Streaming