Image classification for edge-cloud setting: a comparison study for OCR application

QR Code

Image classification for edge-cloud setting: a comparison study for OCR application

The increasing number of smart devices has led to a rise in the complexity and volume of the image generated. Deep learning is an increasingly common approach for image classification, a fundamental task in many applications. Due to its high computational requirements, implementation in edge devices...

Full description

Bibliographic Details
Main Authors:	Kean, Kenneth Hoong Tan, Wong, Yee Wan, Nugroho, Hermawan
Format:	Article
Language:	English
Published:	Universiti Putra Malaysia Press 2022
Online Access:	http://psasir.upm.edu.my/id/eprint/92592/ http://psasir.upm.edu.my/id/eprint/92592/1/17%20JST-2896-2021.pdf

Similar Items

Fast track online shopping retail store using object character recognition image (OCR)
by: Khairunnisak, Noordin
Published: (2014)

Text recognition (OCR) for patient records digitization using CNN
by: Ong, Zi Leong
Published: (2022)

Development of personal finance mobile application with Optical Character Recognition (OCR) technology for automated receipt management and expense tracking
by: Tan, Su Hua
Published: (2023)

Optical character recognition (OCR) solution for capturing data from legacy manufacturing machines
by: Lai, Suk Ling
Published: (2019)

The behaviour of remolded Batu Pahat soft clay with different OCR values under cyclic loading
by: Lim, Alvin John Meng Siang, et al.
Published: (2017)

Deep reconstruction models for image set classification
by: Hayat, M., et al.
Published: (2015)

Image segmentation methods and edge detection: An application to knee joint articular cartilage edge detection
by: Mahmood , Nadeem, et al.
Published: (2015)

Reverse training: An efficient approach for image set classification
by: Hayat, M., et al.
Published: (2014)

Diffraction imaging for edge detection
by: Alonaizi, F., et al.
Published: (2015)

Comparison of edge detection algorithms for texture analysis on copy-move forgery detection images
by: Idris, Bashir, et al.
Published: (2022)

Learning non-linear reconstruction models for image set classification
by: Hayat, M., et al.
Published: (2014)

Bayesian edge-detection in image processing
by: Stephens, David A.
Published: (1990)

Multi-objective algorithms for effective resource management in Edge-Fog-Cloud computing
by: Saif, Faten Ameen Mohammed
Published: (2023)

Multi-objectives firefly algorithm for task offloading in the edge-fog-cloud computing
by: A. Saif, Faten, et al.
Published: (2024)

Recognition of Cylindrical and Conical Features Using Edge Boundary Classification
by: Ismail, N., et al.
Published: (2005)

Image edge detection system / Azimah Razali
by: Azimah, Razali
Published: (2003)

Adaptive edge detection and image filtering using light sensor
by: Ahmad Bakery, Mohd. Sarizal, et al.
Published: (2005)

Trademark image classification approaches using neural network and rough set theory
by: Saad, Puteh
Published: (2003)

Chromaticity Of Bipartite Graphs With Three And Four Edges Deleted
by: Yeang , Hoong Phoy
Published: (2007)

From the edge of the edge
by: Haebich, Anna
Published: (2015)

Edge computing techniques for classification based multi-task incremental learning
by: Dube, Swaraj Sunilkumar
Published: (2023)

Optimization of Processor Architecture for Image Edge Detection Filter
by: M. Osman, Zahraa Elhassan, et al.
Published: (2010)

Brand image as the competitive edge for hospitals in medical tourism
by: Cham, Tat Huei, et al.
Published: (2021)

Image edge detection operators based on orthogonal polynomials
by: Abdulhussain, Sadiq H., et al.
Published: (2017)

Removing Edge Defect In Color-Based Image Retrieval.
by: Sumari, Putra, et al.
Published: (2004)

Dynamic and adaptive execution models for data stream mining applications in mobile edge cloud computing systems / Muhammad Habib Ur Rehman
by: Muhammad Habib , Ur Rehman
Published: (2016)

Comparison Of Two Different Proposed Feature Vectors For Classification Of Complex Image
by: Zafar, Muhammad Faisal, et al.
Published: (2005)

Cloud intrusion detection systems: fuzzy logic and classifications
by: Alqahtani, Saeed Masaud H.
Published: (2017)

Characterization of Darai Limestone Composition and Porosity Using Data-Constrained Modeling and Comparison with Xenon K-Edge Subtraction Imaging
by: Mayo, S., et al.
Published: (2015)

Cloud computing: comparison of various features
by: Khan, Nawsher, et al.
Published: (2011)

An Optical Set-Up For Inspecting Edge Chipping Defects Of Dws Solar Wafer
by: Lim, Thai Li
Published: (2019)

Edge and tree detection from three-dimensional unorganised point clouds from terretrial laser scanners
by: Bae, Kwang-Ho, et al.
Published: (2004)

Edge detection of MRI images using artificial neural network
by: Gunawan, Teddy Surya, et al.
Published: (2017)

Fuzzy logic based edge detection method for image processing
by: Moffaq Alawad, Abdulrahman, et al.
Published: (2018)

Enhancement of optical images using hybrid edge detection technique
by: Sim, K. S., et al.
Published: (2009)

A Novel Image Edges Detection by Using Gaussian Functions
by: Khaleaf, Hussain K., et al.
Published: (2013)

Motorcycle image tracking and edge detections based on Simulink software
by: Mat Nong, Mohd Ali, et al.
Published: (2016)

Investigation Of Edge Detection Techniques Based On Brain Tumor Images
by: Rosnan, Murni Nur Athirah
Published: (2018)

Investigation Of Edge Detection Techniques Based On Coronary Angiography Images
by: Basaier, Jialade
Published: (2017)

Objective assessment of vitiligo with a computerised digital imaging analysis system
by: Shamsudin, Norashikin, et al.
Published: (2015)