Digital Library


Search: "[ keyword: Image Classification ]" (7)

  1. An Explainable Deep Learning-Based Classification Method for Facial Image Quality Assessment
    Kuldeep Gurjar, Surjeet Kumar, Arnav Bhavsar, Kotiba Hamad, Yang-Sae Moon, Dae Ho Yoon
    Vol. 20, No. 4, pp. 558-573, Aug. 2024
    10.3745/JIPS.04.0318

    Keywords: Explainable Deep Learning, Face Image Quality Assessment, Image Classification, MobileNet, Transfer Learning

  2. Egocentric Vision for Human Activity Recognition Using Deep Learning
    Malika Douache, Badra Nawal Benmoussat
    Vol. 19, No. 6, pp. 730-744, Dec. 2023
    10.3745/JIPS.02.0207

    Keywords: Convolutional Neural Network, Deep Learning, Egocentric Vision (or First-Person Vision), Human Activity Recognition, Image Classification, Inertial Measurement Unit (IMU)

  3. Dog-Species Classification through CycleGAN and Standard Data Augmentation
    Chan Park, Nammee Moon
    Vol. 19, No. 1, pp. 67-79, Feb. 2023
    10.3745/JIPS.02.0190

    Keywords: cycleGAN, data augmentation, DNN, GAN, Image Classification

  4. A Manually Captured and Modified Phone Screen Image Dataset for Widget Classification on CNNs
    SungChul Byun, Seong-Soo Han, Chang-Sung Jeong
    Vol. 18, No. 2, pp. 197-207, Apr. 2022
    10.3745/JIPS.02.0169

    Keywords: Captured Image, CNN, Deep Learning Dataset, Image Classification, Object Detection, Widget

  5. Alsat-2B/Sentinel-2 Imagery Classification Using the Hybrid Pigeon Inspired Optimization Algorithm
    Dounia Arezki, Hadria Fizazi
    Vol. 17, No. 4, pp. 690-706, Aug. 2021
    10.3745/JIPS.02.0158

    Keywords: Alsat-2B, Davies-Bouldin Index, Flower Pollination Algorithm, genetic algorithm, Pigeon-Inspired Optimization, Satellite Image Classification, Sentinel-2

  6. A Multi-Objective TRIBES/OC-SVM Approach for the Extraction of Areas of Interest from Satellite Images
    Wafaa Benhabib, Hadria Fizazi
    Vol. 13, No. 2, pp. 321-339, Apr. 2017
    10.3745/JIPS.02.0054
    Keywords: Image Classification, MO-TRIBES, OC-SVM, Remote Sensing

  7. A Hybrid Bacterial Foraging Optimization Algorithm and a Radial Basic Function Network for Image Classification
    Yasmina Teldja Amghar, Hadria Fizazi
    Vol. 13, No. 2, pp. 215-235, Apr. 2017
    10.3745/JIPS.01.0014
    Keywords: Bacterial Foraging Optimization Algorithm, Hybrid, Image Classification, Radial Basic Function

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JIPS Awards 2023


Most-cited Paper
RAVIP: Real-Time AI Vision Platform for Heterogeneous Multi-Channel Video Stream
Jeonghun Lee and Kwang-il Hwang* (INCHEON NATIONAL UNIVERSITY)

* 2021.1.1~2023.10.31

Most-published Paper (Corresponding Author)
Ruirui Zhang (Sichuan Agricultural University, China)

* 2021.1.1~2023.10.31

Excellent Service Award (Associate Editor Activity)
Yan Li (Inha University, Korea)

JIPS Awards 2022


Most-cited Paper
SkelGAN: A Font Image Skeletonization Method
Debbie Honghee Ko, Ammar Ul Hassan, Saima Majeed, Jaeyoung Choi*(Soongsil University)

* 2021.1.1~2022.10.31

Most-published Paper (Corresponding Author)
Jin Gon Shon (Korea National Open University, Korea)

* 2021.1.1~2022.10.31

Excellent Service Award (Associate Editor Activity)
Yeongwook Yang (Hanshin University, Korea)

JIPS Awards 2021


Most-cited Paper
"Big IoT Healthcare Data Analytics Framework Based on Fog and Cloud Computing"
Hamoud Alshammari, Sameh Abd El-Ghany, and Abdulaziz Shehab* (Jouf University, Saudi Arabia)

* 2020. 10.1 ~ 2021. 12. 31

Publication (Corresponding Author)
Yoojae Won (Chungnam National University, Korea)

* 2020. 12.1 ~ 2021. 12. 31

AE Activity
Jungho Kang (Baewha Women's University, Korea)

JIPS Awards 2020


Most-cited Paper
"Cyber Kill Chain-Based Taxonomy of Advanced Persistent Threat Actors: Analogy of Tactics, Techniques, and Procedures"
Pooneh Nikkhah Bahrami, Ali Dehghantanha, Tooska Dargahi, Reza M. Parizi, Kim-Kwang Raymond Choo*, Hamid H. S. Javadi (University of Texas at San Antonio)

* 2019. 1.1 ~ 2020. 8. 31

Publication (Corresponding Author)
Guoqing Xu (Nanyang Institute of Technology, China)
Liquan zhao (Northeast Electric Power University, China)

* 2019. 1.1 ~ 2020. 10. 31

AE Activity
Ji Su Park (Jeonju University, Korea)

The 2nd Journal of Information Processing Systems Awards (2018)


Most-cited Paper
"Block-VN: A Distributed Blockchain Based Vehicular Network Architecture in Smart City"
Pradip Kumar Sharma, Seo Yeon Moon and Jong Hyuk Park (Seoul National University of Science and Technology, Korea)

Publication (Corresponding Author)
Chengyou Wang (Shangdong University, China)

AE Activity
Yunsick Sung (Dongguk University, Korea)

JIPS Awards 2017


Most-cited Paper
"Mitigating Threats and Security Metrics in Cloud Computing" Jayaprakash Kar and Manoj Ranjan Mishra (King Abdulaziz University, Saudi Arabia)

Publication (Corresponding Author)
Jeong-Joon Kim (Korea Polytechnic University, Korea)

AE Activity
Byoung Wook Kim (Korea University, Korea)

Publications


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JIPS is also selected as the Journal for Accreditation by NRF (National Research Foundation of Korea).

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