The smart edge runs on Ceva, the leader in innovative silicon and software IP solutions that enable smart edge products to connect, sense, and infer data more reliably and efficiently. At Ceva, we are passionate about the smart edge. Providing the technology and market expertise our customers need to be successful is what we do best, and we’ve been doing it for over 30 years. With the industry’s only portfolio of comprehensive communications and scalable edge AI IP, Ceva powers the connectivity, sensing, and inference in today’s most advanced smart edge products across consumer IoT, mobile, automotive, infrastructure, industrial, and personal computing. More than 17 billion of the world’s most innovative smart edge products from smartphones to drones to cellular base stations and more are powered by Ceva. We create innovative technologies that help our customers turn great ideas into extraordinary products.
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Alliance Members at 2025 CES
The Edge AI and Vision Alliance 2025 CES Directory for game-changing computer vision and AI technologies Many Alliance Member companies will be showing off the latest building-block technologies that enable new capabilities for machines that see! CES is huge so we’ve created a handy checklist of these companies and where to find them including how […]
Ceva and Edge Impulse Join Forces to Enable Faster, Easier Development of Edge AI Applications
Partnership enables AI developers to train, optimize and deploy embedded ML models on the Ceva-NeuPro-Nano NPU IP, pre-silicon, via Edge Impulse Platform ROCKVILLE, Md., Sept. 24, 2024 /PRNewswire/ — Ceva, Inc. (NASDAQ: CEVA), the leading licensor of silicon and software IP that enables Smart Edge devices to connect, sense and infer data more reliably and […]
Ceva Wins Prestigious OFweek China Automotive Industry Award 2024
Ceva-Waves UWB low power ultra-wideband IP named a winner of the Cabin-Driving Integrated Technology Breakthrough Award in China ROCKVILLE, MD., August 28, 2024 – Ceva, Inc. (NASDAQ: CEVA), the leading licensor of silicon and software IP that enables Smart Edge devices to connect, sense and infer data more reliably and efficiently, announced today that its […]
Upcoming Webinar Explores How AI Can Make Cameras See In the Dark
On September 10, 2024 at 9:00 am PT (noon ET), Alliance Member companies Ceva and Visionary.ai will deliver the free webinar “Can AI Make Cameras See In the Dark? Real-Time Video Enhancement.” From the event page: As cameras become ubiquitous in applications such as surveillance, mobile, drones, and automotive systems, achieving clear vision 24/7 under […]
Ceva Extends its Smart Edge IP Leadership, Adding New TinyML Optimized NPUs for AIoT Devices to Enable Edge AI Everywhere
Ceva-NeuPro-Nano NPUs deliver optimal balance of ultra-low power and best performance in small area to efficiently execute TinyML workloads in consumer, industrial and general-purpose AIoT products Ceva-NeuPro Studio complete AI SDK for the Ceva-NeuPro NPU family supports open AI frameworks including TensorFlow Lite for Microcontrollers and microTVM to simplify the rapid development of TinyML enabled […]
Oriented FAST and Rotated BRIEF (ORB) Feature Detection Speeds Up Visual SLAM
This blog post was originally published at Ceva’s website. It is reprinted here with the permission of Ceva. In the realm of smart edge devices, signal processing and AI inferencing are intertwined. Sensing can require intense computation to filter out the most significant data for inferencing. Algorithms for simultaneous localization and mapping (SLAM), a type […]
Partitioning Strategies to Optimize AI Inference for Multi-core Platforms
This blog post was originally published at Ceva’s website. It is reprinted here with the permission of Ceva. Not so long ago, AI inference at the edge was a novelty easily supported by a single NPU IP accelerator embedded in the edge device. Expectations have accelerated rapidly since then. Now we want embedded AI inference […]
Efficiently Packing Neural Network AI Model for the Edge
This blog post was originally published at Ceva’s website. It is reprinted here with the permission of Ceva. Packing applications into constrained on-chip memory is a familiar problem in embedded design, and is now equally important in compacting neural network AI models into a constrained storage. In some ways this problem is even more challenging […]
Ceva Expands AI Ecosystem for its Class-leading NPU IP with New Partnerships for Automotive and Edge AI
Visionary.ai neural network software ISP for enhanced camera applications and ENOT.ai neural network optimization tools and AI assistance now available for Ceva’s NeuPro-M NPU LAS VEGAS, NV. – CES 2024 – January 8, 2024 – Ceva, Inc. (NASDAQ: CEVA), the leading licensor of silicon and software IP that enables Smart Edge devices to connect, sense and […]
Ceva Launches New Brand Identity Reflecting its Focus on Smart Edge IP Innovation
Company sharpens its strategy of delivering silicon and software IP that makes it possible for low power Edge AI devices to connect, sense and infer data, reliably and efficiently, across multiple high-growth end markets ROCKVILLE, MD., December 6, 2023 – Ceva, Inc. (NASDAQ: CEVA), today introduced a fresh new brand visual identity, logo design and web […]
CEVA Joins Intel Foundry Services Accelerator IP Alliance Program to Empower Cutting-edge SoCs
IFS Accelerator IP Alliance ensures support for mutual customers leveraging CEVA’s industry leading wireless communications and sensing AI IP and IFS’ advanced manufacturing capabilities to deliver leading-edge silicon performance for the most demanding applications ROCKVILLE, MD., October 17, 2023 – CEVA, Inc. (NASDAQ: CEVA), the leading licensor of wireless connectivity and smart sensing technologies which have […]
CEVA Doubles Down on Generative AI with Enhanced NeuPro-M NPU IP Family
NeuPro-M delivers an industry leading 350 TOPS/Watt to bring the power of Generative AI to infrastructure, industrial, automotive, PC, consumer, and mobile markets with exceptional cost and power efficiency ROCKVILLE, MD., August 7, 2023 – CEVA, Inc. (NASDAQ: CEVA), the leading licensor of wireless connectivity, smart sensing technologies and custom SoC solutions, today announced its […]
Transformer Models and NPU IP Co-optimized for the Edge
Transformers are taking the AI world by storm, as evidenced by super-intelligent chatbots and search queries, as well as image and art generators. These are also based on neural net technologies but programmed in a quite different way from more commonly understood convolution methods. Now transformers are starting to make their way to edge applications. […]
“Efficiently Map AI and Vision Applications onto Multi-core AI Processors Using CEVA’s Parallel Processing Framework,” a Presentation from CEVA
Rami Drucker, Machine Learning Software Architect at CEVA, presents the “Efficiently Map AI and Vision Applications onto Multi-core AI Processors Using CEVA’s Parallel Processing Framework” tutorial at the May 2023 Embedded Vision Summit. Next-generation AI and computer vision applications for autonomous vehicles, cameras, drones and robots require higher-than-ever computing power. Often, the most efficient way […]
CEVA Acquires Spatial Audio Business from VisiSonics
Acquisition of RealSpace® enables CEVA to offer a complete spatial audio solution to OEMs targeting high volume markets including TWS, OTC hearables, gaming headphones, AR/VR, audio conferencing, automotive and media entertainment ROCKVILLE, MD., May 10, 2023 – CEVA, Inc. (NASDAQ: CEVA), the leading licensor of wireless connectivity and smart sensing technologies and custom SoC solutions, today […]
CEVA Introduces UWB Radar Platform for Automotive Child Presence Detection to Meet Emerging Safety Specifications
RivieraWaves UWB Radar delivers robust sensing of object movements and breathing micro-movements for a wide suite of applications, including automotive child presence detection and gesture control, cot infant monitoring, and power-saving presence detection in laptops, TVs and smart buildings ROCKVILLE, MD, March 09, 2023 – CEVA, Inc. (NASDAQ: CEVA), the leading licensor of wireless connectivity and […]
CEVA Audio Front End Software Solution Becomes Alexa Voice Service (AVS) Qualified
Solution combines ClearVox™ far-field noise reduction software together with WhisPro™ neural network based keyword spotting (KWS) software, ready for integration with Alexa Voice Service-enabled devices LAS VEGAS, Jan. 6, 2023 /PRNewswire/ — Consumer Electronics Show — CEVA, Inc. (NASDAQ: CEVA), the leading licensor of wireless connectivity and smart sensing technologies and co-creation solutions, today announced […]
CEVA and LG Partner to Bring Intelligent Vision Processing to Smart Home Appliances
LG8111 Edge AI SoC Adopts CEVA-XM4 vision DSP to advance the performance and functionality of smart home appliances LAS VEGAS, NV, – Consumer Electronics Show – January 4, 2023 – CEVA, Inc. (NASDAQ: CEVA), the leading licensor of wireless connectivity and smart sensing technologies and co-creation solutions today announced that LG Electronics (LG) has licensed and […]
CEVA NeuPro-M Edge AI Processor Architecture Recognized at EE Awards Asia 2022
Aimed at AI/ML applications in automotive, industrial, 5G networks and handsets, surveillance cameras, and Edge Compute NeuPro-M awarded as ‘Most Promising Product’ 3rd generation NeuPro AI/ML architecture offers scalable performance of 20 to 1,200 TOPS at SoC and Chiplet levels, lowers memory bandwidth by 6X ROCKVILLE, MD – December 13, 2022 – CEVA, Inc. (NASDAQ: CEVA), […]
Novatek Adopts CEVA’s Latest Sensor Hub DSP for New Multi-sensor IP Camera SoC
NT98530 Smart Camera SoC integrates CEVA SensPro2 DSP to support advanced computer vision and edge AI workloads, on-device Companies to showcase the SoC at CES 2023 in CEVA’s meeting suite ROCKVILLE, MD – December 5, 2022 – CEVA, Inc. (NASDAQ: CEVA), the leading licensor of wireless connectivity and smart sensing technologies and co-creation solutions today […]
Meeting the Challenges of Edge AI
This blog post was originally published at CEVA’s website. It is reprinted here with the permission of CEVA. AI is becoming an increasingly popular technology, finding uses in more and more applications in sectors such as automotive, vision processing, and telecoms. AI is enabling new capabilities and replacing many conventional algorithms, for example to provide […]
CEVA Introduces Voice User Interface Solution for TI SimpleLink Wi-Fi Wireless MCUs
CEVA’s WhisPro speech recognition and control software is now available for TI’s CC3235x family, bringing ultra-low power, robust voice user interface to IoT endpoints ROCKVILLE, MD – November 15, 2022 – CEVA, Inc. (NASDAQ: CEVA), the leading licensor of wireless connectivity and smart sensing technologies and co-creation solutions, announced today the availability of its WhisPro™ speech […]
Sensors, Sensors Everywhere. Now What Do I Do?
This blog post was originally published at CEVA’s website. It is reprinted here with the permission of CEVA. Mobile computing has driven an explosion in product opportunities – smartphones, wearables, hearables, sports cameras, and more. Sensing will further extend opportunities in applications which must be environment-aware. Now it’s commonplace to think about object recognition and […]
CEVA Celebrates 15 Billionth CEVA-powered Chip Shipped
Milestone underscores CEVA’s central role in the IoT era, enabling wireless connectivity and intelligence in billions of smartphones, consumer electronics, wearables, IoT endpoints and edge AI devices ROCKVILLE, MD, August 9, 2022 – CEVA, Inc. (NASDAQ: CEVA), the leading licensor of wireless connectivity and smart sensing technologies and co-creation solutions, announced today that cumulative royalty-bearing […]
“NeuPro-M: A Highly Scalable, Heterogeneous and Secure Processor for High-performance AI/ML in Smart Edge Devices,” a Presentation from CEVA
Yair Siegel, Senior Director of Business Development at CEVA, presents the “NeuPro-M: A Highly Scalable, Heterogeneous and Secure Processor for High-performance AI/ML in Smart Edge Devices” tutorial at the May 2022 Embedded Vision Summit. AI capabilities have become an integral part of many products across a wide range of markets and applications. Increasingly, system developers […]
Flex Logix and CEVA Announce First Working Silicon of a DSP with Embedded FPGA to Allow a Flexible/Changeable ISA
Flex Logix® EFLX embedded FPGA brings reconfigurable computing to CEVA-X2 DSP instruction extension to support demanding and changing workloads MOUNTAIN VIEW, Calif. – June 27, 2022 – Flex Logix Technologies, Inc., the leading supplier of reconfigurable computing solutions, architecture and software, and CEVA, Inc. (NASDAQ:CEVA), the leading licensor of wireless connectivity and smart sensing technologies […]
CEVA Expands Sensor Fusion Product Line with New Sensor Hub MCU for High Precision Motion Tracking and Orientation Detection
FSP201 delivers superior orientation and heading accuracy, providing high quality, low cost, sensor-agnostic solution for robotics, 3D audio, metaverse hardware & general 6-axis motion applications ROCKVILLE, MD, June 09, 2022 – CEVA, Inc. (NASDAQ: CEVA), the leading licensor of wireless connectivity, smart sensing technologies, and integrated IP solutions, today announced that it has expanded its […]
Edge AI and Vision Alliance Announces 2022 Edge AI and Vision Product of the Year Award Winners
Awards Celebrating Innovation and Achievement in Computer Vision and Edge AI SANTA CLARA, Calif., May 17, 2022 /PRNewswire/ — The Edge AI and Vision Alliance today announced the 2022 winners of the Edge AI and Vision Product of the Year Awards. The Awards celebrate the innovation and achievement of the industry’s leading companies that are […]
CEVA Announces Milestone of 100 Million CEVA-powered Cellular IoT Chips Shipped
CEVA-powered cellular IoT chips serve largest IoT markets including wearables, smart meters, asset trackers and industrial IoT ROCKVILLE, MD, March 01, 2022 – CEVA, Inc. (NASDAQ: CEVA), the leading licensor of wireless connectivity and smart sensing technologies and integrated IP solutions, today announced that more than 100 million CEVA-powered cellular IoT chips have been shipped by […]
CEVA Streamlines 5G New Radio Modem Design with PentaG2, the Industry’s Most Comprehensive 5G Baseband Platform IP for Mobile Broadband and IoT
2nd generation PentaG 5G modem architecture facilitates rapid development of 5G SoCs, dramatically reducing the time-to-market, risk, effort and cost Platform integrates low power DSPs with specialized programmable accelerators for optimal modem processing chains, delivering up to a 4X improvement in power efficiency versus predecessor Scalable platform addresses full gamut of use cases, from RedCap, […]
CEVA Redefines High Performance AI/ML Processing for Edge AI and Edge Compute Devices with its NeuPro-M Heterogeneous and Secure Processor Architecture
3rd generation NeuPro AI/ML architecture offers scalable performance of 20 to 1,200 TOPS at SoC and Chiplet levels, lowers memory bandwidth by 6X Targets broad use of AI/ML in automotive, industrial, 5G networks and handsets, surveillance cameras, and Edge Compute LAS VEGAS, Jan. 6, 2022 /PRNewswire/ — Consumer Electronics Show – CEVA, Inc. (NASDAQ: CEVA), […]
ASPEED and CEVA Collaborate to Enable Superior Voice Experience on 2nd Generation Cupola360 SoC for Smart Cameras and Video Conferencing Systems
CEVA-BX1 DSP powers audio/voice workloads in ASPEED’s AST1230 smart camera SoC; CEVA ClearVox voice front-end software is available to ASPEED’s customers to address most challenging multi-microphone conferencing use cases LAS VEGAS, Jan. 3, 2022 /PRNewswire/ — Consumer Electronics Show – CEVA, Inc. (NASDAQ: CEVA), the leading licensor of wireless connectivity and smart sensing technologies and integrated […]
CEVA SensPro™ Sensor Hub DSP Achieves Automotive Safety Compliant Certification for ASIL B (Random) and ASIL D (Systematic)
Functional safety-certified DSP and comprehensive software development kit is ideal for the development of low power automotive sensor fusion SoCs to process and fuse data from cameras, radar, lidar and more for autonomous driving and advanced driver assistance systems (ADAS) applications Rockville, MD, November 23, 2021 – CEVA, Inc. (NASDAQ: CEVA), the leading licensor of wireless […]
Nextchip Demonstration of Efficient Driver Monitoring for Automotive Cameras
Jessie Lee, General Manager of Technical Marketing at Nextchip, demonstrates the company’s latest edge AI and vision technologies and products at the 2021 Embedded Vision Summit. Specifically, Lee demonstrates efficient driver monitoring for automotive cameras. In this demonstration, Nextchip, in collaboration with PathPartner Technology, presents a driver monitoring system (DMS) solution based on its ADAS […]
“SensPro2 Highly Scalable Sensor Hub DSP for Computer Vision, AI and Multi-sensor Fusion for Contextually Aware Devices,” a Presentation from CEVA
Gil Abraham, Director of Business Development in the Vision and AI Business Unit at CEVA, presents the “SensPro2 Highly Scalable Sensor Hub DSP for Computer Vision, AI and Multi-sensor Fusion for Contextually Aware Devices” tutorial at the May 2021 Embedded Vision Summit. Contextual awareness is the ability of a system to gather information about its […]
CEVA to Acquire Intrinsix Corp, Expanding its Offering to Include Full Turnkey IP Platforms
Extends CEVA’s market reach into the sustainable aerospace & defense markets Increases CEVA’s revenue and royalty opportunity by combining IP, software and chip development for full turnkey IP platforms Expands CEVA’s IP portfolio with secure processor IP and interface IP for heterogeneous SoCs targeting IoT markets Rockville, MD., – May 10, 2021 – CEVA, Inc. […]
CEVA Lauded by Frost & Sullivan for Addressing the Challenges of Connected Devices with Its Smart Sensing MotionEngine Software
CEVA’s versatile and highly precise sensor fusion solution ensures an optimum customer experience in diverse consumer electronics and industrial markets SANTA CLARA, Calif. – April 28, 2021 – Based on its recent analysis of the global sensor fusion for the consumer electronics market, Frost & Sullivan recognizes CEVA, Inc. with the 2021 Global Company of […]
CEVA Unveils MotionEngine Scout, a Highly-Accurate Dead Reckoning Software Solution for Indoor Autonomous Robots
Robust and precise dead reckoning software offers cost-reduced alternative to expensive camera or LIDAR based systems for indoor robot navigation by fusing sensor data from optical sensors, IMU sensors and wheel encoders Rockville, MD, March 24, 2021 – CEVA, Inc. (NASDAQ: CEVA), the leading licensor of wireless connectivity and smart sensing technologies, today unveiled the […]
Home Surveillance and Security Without the Hassle
Fisheye dewarping with no need to install an app: this solution works directly with the WebGL API and on popular browsers for computers and mobile devices, as long as they support HTML5. Convenience and ease-of-use should be watchwords for the development of all products, yet many of them stumble right out of the blocks by […]
CEVA Extends its Leadership in High Performance Scalable Sensor Hub DSPs with 2nd Generation SensPro Family
SensPro2™ delivers up to 6X DSP performance improvement in computer vision, 2X AI inferencing improvement and 20% lower power compared to 1st generation SensPro, at the same process node New, low power, entry-level SensPro2 DSPs deliver up to 10X performance improvement versus CEVA-BX2 DSP for AI networks used for voice assistants, natural language processing and […]
CEVA and DARPA Establish Partnership for Technology Innovation
Commercial partnership under new DARPA Toolbox initiative provides DARPA researchers with access to CEVA’s portfolio of wireless connectivity and smart sensing IPs Rockville, MD., – January 05, 2021 – CEVA, Inc. (NASDAQ: CEVA), the leading licensor of wireless connectivity and smart sensing technologies, today announced an open licensing agreement with the U.S. Defense Advanced Research Projects […]
“Memory Allocation in AI and Computer Vision Applications,” a Presentation from CEVA
Rami Drucker, Machine Learning System Team Leader at CEVA, presents the “Memory Allocation in AI and Computer Vision Applications” tutorial at the September 2020 Embedded Vision Summit. Efficient edge computing is the foundation underlying AI and computer vision applications in autonomous vehicles, cameras, drones and many other applications. Because deep neural networks (DNNs) are memory […]
CEVA’s High-Performance DSP Solution to Power Renesas’ Next-Generation Automotive SoC
Rockville, MD., – November 11, 2020 – CEVA, Inc. (NASDAQ: CEVA), the leading licensor of wireless connectivity and smart sensing technologies, today announced that Renesas has licensed a new, high-performance CEVA DSP to power its next-generation automotive System-on-Chip (SoC). “We are honored that Renesas, a world leading automotive semiconductor supplier, has selected our leading-edge DSP […]
CEVA Partners with Fluent.ai to Offer Multilingual Speech Understanding Solutions for Intelligent Edge Devices
Fluent.ai’s suite of technologies for neural network-based speech-to-intent applications optimized for CEVA’s latest generation of low power audio and sensor hub DSPs targeting wearables, consumer devices and IoT MOUNTAIN VIEW, Calif., – September 16, 2020 – CEVA, Inc. (NASDAQ: CEVA), the leading licensor of wireless connectivity and smart sensing technologies, and Fluent.ai, a leading provider […]
CEVA to Host Online Seminar Series for Wireless Connectivity and Smart Sensing Technologies
“CEVA Technology Virtual Seminar 2020: Spring Edition” explores the benefits of including smart sensing and AI at the Edge in embedded designs, and the latest IoT and 5G cellular connectivity solutions MOUNTAIN VIEW, Calif., – May 26, 2020 – CEVA, Inc. (NASDAQ: CEVA), the leading licensor of wireless connectivity and smart sensing technologies, announced today that […]
Upcoming Virtual Seminar Series Discusses Smart Devices That Understand and Seamlessly Communicate With the World Around Them
On June 2 (Communication), 3 (Connectivity and Sensing), 9 (AI and Vision), and 10 (Wireless Audio), Edge AI and Vision Alliance Member company CEVA will deliver a four-part virtual seminar series focusing on how to create smart devices that understand the world around them and seamlessly communicate. Also included in the event, and available in […]
CEVA Announces Industry’s First High Performance Sensor Hub DSP Architecture
SensPro™ family serves as hub for processing and fusing of data from multiple sensors including camera, Radar, LiDAR, Time-of-Flight, microphones and inertial measurement units Highly-configurable and self-contained architecture brings together scalar and parallel processing for floating point and integer data types, as well as deep learning training and inferencing MOUNTAIN VIEW, Calif., – April 7, […]
CEVA Announces DSP and Voice Neural Networks Integration with TensorFlow Lite for Microcontrollers
WhisPro™ speech recognition software for voice wake words and custom command models now available with open source TensorFlow Lite for Microcontrollers implementing machine learning at the edge TensorFlow Lite for Microcontrollers from Google is already optimized and available for CEVA-BX DSP cores, accelerating the use of low power AI in conversational and contextual awareness applications […]
Ultra-Wide is Ultra-Hot, and a Lot of Work
Wide angle cameras are hot in smartphones, cars, VR and surveillance, for convenience, cost or safety. Turning wide-angle, high-res input into pleasing and usable high-resolution output in real-time depends on a holistic solution with special optics, dedicated hardware and customized software. Recent-release phones have three cameras, for the iPhone 11 a wide-angle lens, a telephoto […]
SiFive and CEVA Partner to Bring Machine Learning Processors to Mainstream Markets
Joint silicon development through SiFive's DesignShare Program combines IP and design strengths of both companies to develop Edge AI SoCs for a range of high-volume end markets including smart home, automotive, robotics, security, augmented reality, industrial and IoT SAN MATEO and MOUNTAIN VIEW, Calif., Jan. 7, 2020 /PRNewswire/ — SiFive, Inc., the leading provider of commercial […]
Image Processing and Computer Vision in One Package: A Logical Next Step
Computer vision on the edge is a good start but it isn’t enough. It needs to deal with distorted images from wide-angle lenses, image stabilization, low-light conditions and other imaging functions we already see in more advanced applications. And it has to continue to do so at low cost and low power. Consumers and businesses […]
CEVA Introduces New AI Inference Processor Architecture for Edge Devices with Co-processing Support for Custom Neural Network Engines
NeuPro-S, second-generation AI processor for deep neural network workloads offers 50% higher performance, vastly improved power and memory bandwidth efficiencies, scalable from 2 to 100 TOPS, designed to meet the most stringent automotive safety compliance standards New CDNN-Invite™ API enables custom neural network engines to benefit from breadth of network support and optimizations offered by […]
CEVA and Immervision Enter into Strategic Partnership for Advanced Image Enhancement Technologies
Partnership includes $10 million technology investment from CEVA, securing exclusive licensing rights to Immervision's patented image processing and sensor fusion software portfolio for wide-angle cameras, which are broadly used in surveillance, smartphone, automotive, robotics and consumer applications MOUNTAIN VIEW, Calif. and MONTREAL, Aug. 6, 2019 /PRNewswire/ — CEVA, Inc. (NASDAQ: CEVA), the leading licensor of […]
“Deploying Visual SLAM in Low-power Devices,” a Presentation from CEVA
Ben Weiss, Customer Solutions Engineer in the CSG Group at CEVA, presents the “Deploying Visual SLAM in Low-power Devices” tutorial at the May 2019 Embedded Vision Summit. Simultaneous localization and mapping (SLAM) technology has been evolving for quite some time, including visual SLAM, which relies primarily on image data. But implementing fast, accurate visual SLAM […]
CEVA Announces Availability of SLAM Software Development Kit for CEVA-XM Intelligent Vision DSPs and NeuPro AI Processors
CEVA-SLAM SDK streamlines SLAM integration in low-power embedded systems targeting mobile, AR/VR, and autonomous mobility in robotics, vehicles and drones MOUNTAIN VIEW, Calif., – May 20, 2019 – CEVA, Inc. (NASDAQ: CEVA), the leading licensor of signal processing platforms and artificial intelligence processors for smarter, connected devices, announced the availability of its CEVA-SLAM™ software development […]
CEVA Computer Vision, Deep Learning and Long Range Communication Technologies Power DJI Drones
MOUNTAIN VIEW, Calif., – 12 March, 2019 – CEVA, Inc. (NASDAQ: CEVA), the leading licensor of signal processing platforms and artificial intelligence processors for smarter, connected devices, today announced that the latest generation of Mavic 2 camera drones from DJI, the world's leader in civilian drones and aerial imaging technology, deploy CEVA DSPs and platforms to enable […]
“Rapid Development of Efficient Vision Applications Using the Halide Language and CEVA Processors,” a Presentation from CEVA and mPerpetuo
Yair Siegel, Director of Business Development at CEVA, and Gary Gitelson, VP of Engineering at mPerpetuo, presents the “Rapid Development of Efficient Vision Applications Using the Halide Language and CEVA Processors” tutorial at the May 2018 Embedded Vision Summit. Halide is a domain-specific programming language for imaging and vision applications that has been adopted by […]
“Fast Inference in Low Power Systems via CEVA’s Deep Neural Network Solution,” a Presentation from CEVA
Yair Siegel, Director of Strategic Marketing at CEVA, presents the "Fast Inference in Low Power Systems via CEVA’s Deep Neural Network Solution" tutorial at the May 2017 Embedded Vision Summit. The emergence of state-of-the-art, real-time object detection solely based on convolutional neural networks has created new and complex challenges for embedded systems. Algorithms such as […]
“Video Stabilization Using Computer Vision: Techniques for Embedded Devices,” a Presentation from CEVA
Ben Weiss, Computer Vision Developer at CEVA, presents the "Video Stabilization Using Computer Vision: Techniques for Embedded Devices" tutorial at the May 2016 Embedded Vision Summit. Today, video streams are increasingly captured by small, moving devices, including action cams, smartphones and drones. These devices enable users to capture video conveniently in a wide range of […]
“Fast Deployment of Low-power Deep Learning on CEVA Vision Processors,” a Presentation from CEVA
Yair Siegel, Director of Segment Marketing at CEVA, presents the "Fast Deployment of Low-power Deep Learning on CEVA Vision Processors" tutorial at the May 2016 Embedded Vision Summit. Image recognition capabilities enabled by deep learning are benefitting more and more applications, including automotive safety, surveillance and drones. This is driving a shift towards running neural […]
Video Stabilization Using Computer Vision: Tips and Insights From CEVA’s Experts
This article was originally published at CEVA's website. It is reprinted here with the permission of CEVA. Demand is on the rise for video cameras on moving platforms. Smartphones, wearable devices, cars, and drones are all increasingly employing video cameras with higher resolution and higher frames rates. In all of these cases, the captured video […]
Digital Video Stabilization: Smooth Footage Without Expensive Mechanics
From drones to handheld devices, the rising demand for video cameras has made them ubiquitous, constantly driving down size and cost while pushing up resolution and overall quality. One of the main challenges in this field is stabilizing the image to generate clear, smooth footage. In this post, I would like to discuss the challenges […]
How Computer Vision is Re-shaping the Four Key Growth Segments of 2016
Computer vision and computational photography are intrinsic aspects of the Internet of Things (IoT), where cameras and sensors reign supreme. This article provides an overview of how computer vision technology is transforming the most critical markets in 2016: mobile, automotive, security and surveillance, and drones. Mobile The digital cameras in smartphones are one of their […]
“The Evolution of Object Recognition in Embedded Systems,” a Presentation from CEVA
Moshe Shahar, Director of System Architecture at CEVA, presents the "Evolution of Object Recognition in Embedded Systems" tutorial at the May 2015 Embedded Vision Summit. Camera-enabled devices have made great strides in performance and quality in recent years, but they still fall far short of human visual perception. To reach their potential, vision-enabled systems must […]
Vision in Wearable Devices: Enhanced and Expanded Application and Function Choices
A version of this article was originally published at EE Times' Embedded.com Design Line. It is reprinted here with the permission of EE Times. Thanks to the emergence of increasingly capable and cost-effective processors, image sensors, memories and other semiconductor devices, along with robust algorithms, it's now practical to incorporate computer vision into a wide […]
May 2014 Embedded Vision Summit Technical Presentation: “Challenges in Object Detection on Embedded Devices,” Adar Paz, CEVA
Adar Paz, Imaging and Computer Vision Team Leader at CEVA, presents the "Challenges in Object Detection on Embedded Devices" tutorial at the May 2014 Embedded Vision Summit. As more products ship with integrated cameras, there is an increased potential for computer vision (CV) to enable innovation. For instance, CV can tackle the "scene understanding" problem […]
October 2013 Embedded Vision Summit Technical Presentation: “Efficient Super-Resolution Algorithms and Implementation Techniques for Constrained Applications,” Ilan Yona, CEVA
Ilan Yona, Director of Imaging and Computer Vision at CEVA, presents the "Efficient Super-Resolution Algorithms and Implementation Techniques for Constrained Applications" tutorial within the "Front-End Image Processing for Vision Applications" technical session at the October 2013 Embedded Vision Summit East. Image quality is a critical challenge in many applications, including smart phones, especially when using […]
April 2013 Embedded Vision Summit Technical Presentation: “Using Advanced Algorithms to Bring Vision Capabilities to Power-Constrained Devices,” Adar Paz, CEVA
Adar Paz, Imaging and Computer Vision Team Leader at CEVA, presents the "Using Advanced Algorithms to Bring Vision Capabilities to Power-Constrained Devices" tutorial within the "Using Vision Algorithms" technical session at the April 2013 Embedded Vision Summit. This presentation explores how image enhancement algorithms can close the gap between professional camera systems and mobile phone […]
The Gesture Interface: A Compelling Competitive Advantage in the Technology Race
By Brian Dipert Senior Analyst, BDTI Editor-in-Chief, Embedded Vision Alliance Yair Siegel Director of Marketing, Multimedia, CEVA Simon Morris Chief Executive Officer, CogniVue Liat Rostock Marketing Director, eyeSight Mobile Technologies Gershom Kutliroff Chief Technical Officer, Omek Interactive This article was originally published at EE Times' Communications Design Line. It is reprinted here with the permission […]
Design Guidelines for Embedded Real-Time Face Detection Applications
By Eldad Melamed Project Manager, Video Algorithms CEVA To read this article as a pdf file, click here. Much like the human visual system, embedded computer vision systems perform the same visual functions of analyzing and extracting information from video in a wide variety of products. In embedded portable devices such as Smartphones, digital cameras, and […]
