Digital Library


Search: "[ keyword: Deep Learning ]" (28)

  1. Transfer Learning-Based Feature Fusion Model for Classification of Maneuver Weapon Systems
    Jinyong Hwang, You-Rak Choi, Tae-Jin Park, Ji-Hoon Bae
    Vol. 19, No. 5, pp. 673-687, Oct. 2023
    10.3745/JIPS.04.0291

    Keywords: Artificial intelligence, Deep Learning, Ensemble, feature fusion, Transfer Learning

  2. Automatic Detection of Dead Trees Based on Lightweight YOLOv4 and UAV Imagery
    Yuanhang Jin, Maolin Xu, Jiayuan Zheng
    Vol. 19, No. 5, pp. 614-630, Oct. 2023
    10.3745/JIPS.02.0204

    Keywords: Dead Tree, Deep Learning, MobileNetV3, Object Detection, Yolov4

  3. CAttNet: A Compound Attention Network for Depth Estimation of Light Field Images
    Dingkang Hua, Qian Zhang, Wan Liao, Bin Wang, and Tao Yan
    Vol. 19, No. 4, pp. 483-497, Aug. 2023
    10.3745/JIPS.02.0201

    Keywords: Attention network, Deep Learning, depth estimation, Light Field

  4. Spam Image Detection Model based on Deep Learning for Improving Spam Filter
    Seong-Guk Nam, Dong-Gun Lee, Yeong-Seok Seo
    Vol. 19, No. 3, pp. 289-301, Jun. 2023
    10.3745/JIPS.04.0274

    Keywords: Classification, Deep Learning, image processing, Image SPAM, Obfuscated Feature, SPAM

  5. Multi-Description Image Compression Coding Algorithm Based on Depth Learning
    Yong Zhang, Guoteng Hui, Lei Zhang
    Vol. 19, No. 2, pp. 232-239, Apr. 2023
    10.3745/JIPS.02.0193

    Keywords: Compressed sensing, Deep Learning, ICC Algorithm, Multi-Description Image Coding

  6. TOD: Trash Object Detection Dataset
    Min-Seok Jo, Seong-Soo Han, Chang-Sung Jeong
    Vol. 18, No. 4, pp. 524-534, Aug. 2022
    10.3745/JIPS.02.0178

    Keywords: dataset, Deep Learning, recognition, Trash Detection

  7. Development of a Real-Time Automatic Passenger Counting System using Head Detection Based onDeep Learning
    Hyunduk Kim, Myoung-Kyu Sohn, Sang-Heon Lee
    Vol. 18, No. 3, pp. 428-442, Jun. 2022
    10.3745/JIPS.04.0246

    Keywords: Automatic Passenger Counting, Deep Learning, Embedded System, Head Detection

  8. Improving Abstractive Summarization by Training Masked Out-of-Vocabulary Words
    Tae-Seok Lee, Hyun-Young Lee, Seung-Shik Kang
    Vol. 18, No. 3, pp. 344-358, Jun. 2022
    10.3745/JIPS.02.0172

    Keywords: BERT, Deep Learning, Generative Summarization, Selective OOV Copy Model, Unknown Words

  9. A Deep Learning Approach for Identifying User Interest from Targeted Advertising
    Wonkyung Kim, Kukheon Lee, Sangjin Lee, Doowon Jeong
    Vol. 18, No. 2, pp. 245-257, Apr. 2022
    10.3745/JIPS.03.0175

    Keywords: Convolutional Neural Network (CNN), Deep Learning, Digital Forensics, User Interest, User Profiling

  10. 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

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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


Indexing


All publications of JIPS are indexed in ESCI (a new Web of Science index of Thomson Reuters), SCOPUS, DOI, DBLP, EI COMPENDEX, EBSCO, Google Scholar, and Crossref.

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NRF

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

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