[go: up one dir, main page]
More Web Proxy on the site http://driver.im/

Alqaisi et al., 2023 - Google Patents

Containerized computer vision applications on edge devices

Alqaisi et al., 2023

View PDF
Document ID
16271917367389348381
Author
Alqaisi O
Tosun A
Korkmaz T
Publication year
Publication venue
2023 IEEE International Conference on Edge Computing and Communications (EDGE)

External Links

Snippet

The proliferation of IoT devices has led to various computer vision applications, where addressing bandwidth and latency challenges through edge nodes presents significant benefits. However, there are still existing gaps and a need for improvements to optimize IoT …
Continue reading at www.researchgate.net (PDF) (other versions)

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for programme control, e.g. control unit
    • G06F9/06—Arrangements for programme control, e.g. control unit using stored programme, i.e. using internal store of processing equipment to receive and retain programme
    • G06F9/46—Multiprogramming arrangements
    • G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5061—Partitioning or combining of resources
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/62—Methods or arrangements for recognition using electronic means
    • G06K9/6217—Design or setup of recognition systems and techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F15/00—Digital computers in general; Data processing equipment in general
    • G06F15/76—Architectures of general purpose stored programme computers
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/36—Image preprocessing, i.e. processing the image information without deciding about the identity of the image
    • G06K9/46—Extraction of features or characteristics of the image
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/00624—Recognising scenes, i.e. recognition of a whole field of perception; recognising scene-specific objects
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F15/00—Digital computers in general; Data processing equipment in general
    • G06F15/16—Combinations of two or more digital computers each having at least an arithmetic unit, a programme unit and a register, e.g. for a simultaneous processing of several programmes
    • G06F15/163—Interprocessor communication
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06N—COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N99/00—Subject matter not provided for in other groups of this subclass
    • G06N99/005—Learning machines, i.e. computer in which a programme is changed according to experience gained by the machine itself during a complete run
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T1/00—General purpose image data processing

Similar Documents

Publication Publication Date Title
JP7560021B2 (en) Deep Learning Systems
Saponara et al. Real-time video fire/smoke detection based on CNN in antifire surveillance systems
CN112824061B (en) Guiding uncertainty-conscious strategy optimization: combining model-free and model-based strategies for efficient sample learning
CN113379819B (en) Method and system for expanding images using neural networks
Arsénio et al. Internet of intelligent things: Bringing artificial intelligence into things and communication networks
Wang et al. Edge AI: Convergence of edge computing and artificial intelligence
JP2020192676A (en) Variational grasp generation
JP2021033997A (en) Gaze detection using one or more neural networks
CN119251864A (en) Object detection method and system for weak supervision by using neural network
US20170169358A1 (en) In-storage computing apparatus and method for decentralized machine learning
CN117033702A (en) Video upsampling using one or more neural networks
Alqaisi et al. Containerized computer vision applications on edge devices
KR20230004262A (en) Pretraining framework for neural networks
CN115855022A (en) Performing autonomous path navigation using deep neural networks
Khudhair et al. Iot based smart video surveillance system using convolutional neural network
Ray et al. Contemporary developments and technologies in deep learning–based IoT
Xu et al. Edge video analytics: A survey on applications, systems and enabling techniques
Abdellatif et al. DroMOD: a drone-based multi-scope object detection system
Wasule et al. Xavier vision: Pioneering autonomous vehicle perception with YOLO v8 on Jetson Xavier NX
Mittal et al. Smart surveillance systems with edge intelligence: Convergence of deep learning and edge computing
Badawy et al. New approach to enhancing the performance of cloud-based vision system of mobile robots
Sarkar et al. Leveraging the cloud to achieve near real-time processing for drone-generated data
CN117853808A (en) Edge calculation-oriented target object identification method, device, equipment and medium
CN118235390A (en) Improved frame selection for streaming applications
Tang et al. Enabling cognitive autonomy on small drones by efficient on-board embedded computing: An ORB-SLAM2 case study