Items where Author is "Ashraf, Arselan"

Article

Mohd Yusof, Najiha 'Izzaty and Sophian, Ali and Mohd Zaki, Hasan Firdaus and Bawono, Ali Aryo and Embong, Abd Halim and Ashraf, Arselan (2024) Assessing the performance of YOLOv5, YOLOv6, and YOLOv7 in road defect detection and classification: a comparative study. Bulletin of Electrical Engineering and Informatics, 13 (1). pp. 350-360. ISSN 2089-3191 E-ISSN 2302-9285

Ashraf, Arselan and Sophian, Ali and Shafie, Amir Akramin and Gunawan, Teddy Surya and Ismail, Norfarah Nadia (2023) Machine learning-based pavement crack detection, classification, and characterization: a review. Bulletin of Electrical Engineering and Informatics, 12 (6). pp. 3601-3619. ISSN 2089-3191 E-ISSN 2302-9285

Ashraf, Arselan and Gunawan, Teddy Surya and Arifin, Fatchul and Kartiwi, Mira and Sophian, Ali and Habaebi, Mohamed Hadi (2023) Enhanced emotion recognition in videos: a convolutional neural network strategy for human facial expression detection and classification. Indonesian Journal of Electrical Engineering and Informatics (IJEEI), 11 (1). pp. 286-299. ISSN 2089-3272

Ashraf, Arselan and Sophian, Ali and Shafie, Amir Akramin and Gunawan, Teddy Surya and Ismail, Norfarah Nadia and Bawono, Ali Aryo (2023) Efficient pavement crack detection and classification using custom YOLOv7 model. Indonesian Journal of Electrical Engineering and Informatics (IJEEI), 11 (1). pp. 119-132. ISSN 2089-3272

Sudirman, Sud and Natalia, Friska and Sophian, Ali and Ashraf, Arselan (2022) Pulsed Eddy current signal processing using wavelet scattering and Gaussian process regression for fast and accurate ferromagnetic material thickness measurement. Alexandria Engineering Journal, 61. pp. 11239-11250. ISSN 1110-0168

Ashraf, Arselan and Sophian, Ali and Shafie, Amir Akramin and Gunawan, Teddy Surya and Ismail, Norfarah Nadia and Bawono, Ali Aryo (2022) Detection of road cracks using Convolutional Neural Networks and Threshold Segmentation. Journal of Integrated and Advanced Engineering, 2 (2). pp. 123-134. ISSN 2774-602X E-ISSN 2774-6038

Ashraf, Arselan and Gunawan, Teddy Surya and Arifin, Fatchul and Kartiwi, Mira and Sophian, Ali and Habaebi, Mohamed Hadi (2022) On the audio-visual emotion recognition using convolutional neural networks and extreme learning machine. Indonesian Journal of Electrical Engineering and Informatics (IJEEI), 10 (3). pp. 684-697. E-ISSN 2089-3272

Wani, Sidrah Fayaz and Ashraf, Arselan and Sophian, Ali (2022) Image-based disease detection and classification in Indian apple plant species by using deep learning. Applied Research and Smart Technology (ARSTech), 3 (1). pp. 38-48. ISSN 2722-9637 E-ISSN 2722-9645

Farooq, Faizan and Singh, Amrit Pal and Hussain, Syed Zameer and Ashraf, Arselan and Rather, Mohammad Ashraf and Sophian, Ali (2021) Development And Assessment Of Power-Based Walnut Kernel Grader. International Journal of All Research Education & Scientific Methods, 9 (12). pp. 824-832. ISSN 2455-6211

Rosli, Nurmi Elisya and Sophian, Ali and Ashraf, Arselan (2021) Localisation of inspection probes in a storage tank. Journal of Integrated and Advanced Engineering, 1 (2).

Gunawan, Teddy Surya and Ashraf, Arselan and Riza, Bob Subhan and Haryanto, Edy Victor and Rosnelly, Rika and Kartiwi, Mira and Janin, Zuriati (2020) Development of video-based emotion recognition using deep learning with Google colab. Telkomnika, 18 (5). pp. 2463-2471. ISSN 1693-6930

Ashraf, Arselan and Gunawan, Teddy Surya and Riza, Bob Subhan and Haryanto, Edy Victor and Janin, Zuriati (2020) On the review of image and video-based depression detection using machine learning. Indonesian Journal of Electrical Engineering and Computer Science, 19 (3). pp. 1677-1684. ISSN 2502-4752

Book

Ashraf, Arselan and Gunawan, Teddy Surya and Kartiwi, Mira (2021) Deep learning based emotion recognition for image and video signals: matlab implementation. LAP LAMBERT Academic Publishing. ISBN 978-620-3-58356-4

Book Chapter

Ashraf, Arselan and Gunawan, Teddy Surya and Sophian, Ali and Ambikairajah, Eliathamby and Ihsanto, Eko and Kartiwi, Mira (2021) Affective computing for visual emotion recognition using convolutional neural networks. In: Springer’s Advances in Intelligent Systems and Computing (AISC). Springer, pp. 11-20. ISBN 9783030709167

Ashraf, Arselan and Gunawan, Teddy Surya and Abdul Rahman, Farah Diyana and Kartiwi, Mira (2020) A summarization of image and video databases for emotion recognition. In: Springer's Lecture Nores in Electrical Engineering (LNEE). Springer, pp. 1-10. (In Press)

Proceeding Paper

Ashraf, Arselan and Sophian, Ali and Ahmad, Zuraida (2022) Implementing critical thinking methods in Engineering Curriculum. In: 5th International Conference on Engineering Professional Ethics and Education (ICEPEE'22), 9th -10th August 2022, Online via Zoom and Face to Face at IIUM. (Unpublished)

Ashraf, Arselan and Gunawan, Teddy Surya and Abdul Rahman, Farah Diyana and Kartiwi, Mira and Ismail, Nanang and Ulfiah, Ulfiah (2020) A summarization of the visual depression databases for depression detection. In: 6th International Conference on Wireless and Telematics (ICWT) 2020, 3rd-4th September 2020, Yogyakarta, Indonesia.

Monograph

Gunawan, Teddy Surya and Draman, Samsul and Kartiwi, Mira and Borhan, Lihanna and Abdul Malik, Noreha and Abdul Rahman, Farah Diyana and Elsheikh, Elsheikh Mohamed Ahmed and Alghifari, Muhammad Fahreza and Ahmad Qadri, Syed Asif and Ashraf, Arselan and Wani, Taiba Majid (2022) Fundamental Research Grant Scheme (FRGS) - FRGS19-076-0684, Speech Emotion Recognition and Depression Prediction Based on Speech Analysis using Deep Neural Networks. Technical Report. UNSPECIFIED. (Unpublished)