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Muhammad Rizwan Asif

  1. 2022
  2. Submitted

    DL-RMD: A geophysically constrained electromagnetic resistivity model database for deep learning applications. / Asif, Muhammad Rizwan; Foged, N.; Bording, Thue Sylvester et al.

    In: Earth System Science Data, 10.2022.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  3. Published

    Investigating the Integration of Neural Networks in Least-Squares Method for Airborne Electromagnetic Data Inversion. / Asif, Muhammad Rizwan; Maurya, Pradip Kumar; Larsen, Jakob Juul et al.

    2022. 1-5 Paper presented at NSG2022 3rd Conference on Airborne, Drone and Robotic Geophysics, Beograd, Serbia.

    Research output: Contribution to conferencePaperResearchpeer-review

  4. Published

    Integrating neural networks in least-squares inversion of airborne time-domain electromagnetic data. / Asif, Muhammad Rizwan; Foged, Nikolaj; Maurya, Pradip Kumar et al.

    In: Geophysics, Vol. 87, No. 4, 07.2022, p. E177-E187.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  5. Published

    Deep learning based expert system to automate time-domain electromagnetic data processing. / Asif, Muhammad Rizwan; Maurya, Pradip Kumar; Christiansen, Anders Vest et al.

    34th Symposium on the Application of Geophysics to Engineering and Environmental Problems, SAGEEP 2022. J and N Group, Ltd., 2022. p. 6 (Proceedings of the Symposium on the Application of Geophyics to Engineering and Environmental Problems, SAGEEP, Vol. 2022-March).

    Research output: Contribution to book/anthology/report/proceedingArticle in proceedingsResearchpeer-review

  6. Published

    A Neural Network-Based Hybrid Framework for Least-Squares Inversion of Transient Electromagnetic Data. / Asif, Muhammad Rizwan; Bording, Thue S.; Maurya, Pradip K. et al.

    In: IEEE Transactions on Geoscience and Remote Sensing, Vol. 60, 4503610, 2022.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  7. Published

    Automated transient electromagnetic data processing for ground-based and airborne systems by a deep learning expert system. / Asif, Muhammad Rizwan; Maurya, Pradip K.; Foged, Nikolaj et al.

    In: IEEE Transactions on Geoscience and Remote Sensing, Vol. 60, 5919814, 2022.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  8. Published

    Deep Convolutional Auto-Encoder for Automated Processing of Airborne Time-Domain Electromagnetic Data. / Asif, Muhammad Rizwan; Larsen, Jakob Juul; Auken, Esben et al.

    2022. 1-5 Paper presented at NSG2022 3rd Conference on Airborne, Drone and Robotic Geophysics, Beograd, Serbia.

    Research output: Contribution to conferencePaperResearchpeer-review

  9. Published

    Removal of powerline noise in geophysical data sets with a scientific machine-learning based approach. / Larsen, Jakob Juul; Lévy, Léa; Asif, M.~R.

    In: IEEE Transactions on Geoscience and Remote Sensing, Vol. 60, 5923410, 2022.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  10. 2021
  11. Published

    Machine learning based fast forward modelling of ground-based time-domain electromagnetic data. / Bording, Thue Sylvester; Asif, Muhammad Rizwan; Barfod, Adrian S. et al.

    In: Journal of Applied Geophysics, Vol. 187, 104290, 04.2021.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  12. Published

    Effect of Data Pre-Processing on the Performance of Neural Networks for 1-D Transient Electromagnetic Forward Modeling. / Asif, Muhammad Rizwan; Bording, Thue S.; Barfod, Adrian S. et al.

    In: IEEE Access, Vol. 9, 02.2021, p. 34635-34646.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  13. Published

    Complete automation of time-domain transient electromagnetic data processing using deep convolutional autoencoder. / Asif, Muhammad Rizwan; Larsen, Jakob Juul; Maurya, Pradip Kumar et al.

    2021. Abstract from AGU 2021, United States.

    Research output: Contribution to conferenceConference abstract for conferenceResearchpeer-review

  14. 2020
  15. Published

    Effect of Data Normalization on Neural Networks for the Forward Modelling of Transient Electromagnetic Data, / Asif, Muhammad Rizwan; Bording, Thue Sylvester; Barfod, Adrian S. et al.

    2020. Abstract from Near Surface Geoscience 2020.

    Research output: Contribution to conferenceConference abstract for conferenceResearchpeer-review

  16. Published

    An adaptive approach for multi-national vehicle license plate recognition using multi-level deep features and foreground polarity detection model. / Raza, Muhammad Ali; Qi, Chun; Asif, Muhammad Rizwan et al.

    In: Applied Sciences, Vol. 10, No. 6, 2165, 2020.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  17. Published

    Effect of data normalization on neural networks for the forward modelling of transient electromagnetic data. / Asif, M. R.; Bording, T. S.; Barfod, A. S. et al.

    26th European Meeting of Environmental and Engineering Geophysics, Held at Near Surface Geoscience 2020. European Association of Geoscientists and Engineers, EAGE, 2020. 061 (26th European Meeting of Environmental and Engineering Geophysics, Held at Near Surface Geoscience 2020).

    Research output: Contribution to book/anthology/report/proceedingArticle in proceedingsResearchpeer-review

  18. Published

    Improving computational efficiency of forward modelling for ground-based time-domain electromagnetic data using neural networks. / Asif, Muhammad Rizwan; Bording, Thue Sylvester; Barfod, Adrian A.S. et al.

    2020. Abstract from EGU:General assembly 2020 , Vienna , Austria.

    Research output: Contribution to conferenceConference abstract for conferenceResearchpeer-review

  19. 2019
  20. Published

    License plate detection for multi-national vehicles – a generalized approach. / Asif, Muhammad Rizwan; Qi, Chun; Wang, Tiexiang et al.

    In: Multimedia Tools and Applications, Vol. 78, No. 24, 12.2019, p. 35585-35606.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  21. Published

    Data Redundancy-Control Energy-Efficient Multi-Hop Framework for Wireless Sensor Networks. / Ahmed, Gulnaz; Zhao, Xi; Fareed, Mian Muhammad Sadiq et al.

    In: Wireless Personal Communications, Vol. 108, No. 4, 01.10.2019, p. 2559-2583.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  22. Published

    License Plate Detection for Multi-national Vehicles: An Illumination Invariant Approach in Multi-lane Environment. / Asif, Muhammad Rizwan; Qi, Chun; Wang, Tiexiang et al.

    In: Computers & Electrical Engineering, Vol. 78, 16.07.2019, p. 132-147.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  23. Published

    Salient region detection through salient and non-salient dictionaries. / Fareed, Mian Muhammad Sadiq; Chun, Qi; Ahmed, Gulnaz et al.

    In: PLOS ONE, Vol. 14, No. 3, e0213433, 03.2019.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  24. Published

    Investigation on Projection Space Pairs in Neighbor Embedding Algorithms. / Zhang, Zhe; Qi, Chun; Asif, Muhammad Rizwan.

    2018 14th IEEE International Conference on Signal Processing Proceedings, ICSP 2018. ed. / Yuan Baozong; Ruan Qiuqi; Zhao Yao; An Gaoyun. Institute of Electrical and Electronics Engineers Inc., 2019. p. 125-128 8652441 (International Conference on Signal Processing Proceedings, ICSP, Vol. 2018-August).

    Research output: Contribution to book/anthology/report/proceedingArticle in proceedingsResearchpeer-review

  25. Published

    Appearance-based salient regions detection using side-specific dictionaries. / Fareed, Mian Muhammad Sadiq; Chun, Qi; Ahmed, Gulnaz et al.

    In: Sensors (Switzerland), Vol. 19, No. 2, 421, 02.01.2019.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  26. 2018
  27. Published

    Feature Matching Improvement through Merging Features for Remote Sensing Imagery. / Karim, Shahid; Zhang, Ye; Brohi, Ali Anwar et al.

    In: 3D Research, Vol. 9, No. 4, 52, 01.12.2018.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  28. Published

    An efficient region proposal method for optical remote sensing imagery. / Karim, Shahid; Zhang, Ye; Yin, Shoulin et al.

    2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2018. p. 2455-2458 8518098 (International Geoscience and Remote Sensing Symposium (IGARSS), Vol. 2018-July).

    Research output: Contribution to book/anthology/report/proceedingArticle in proceedingsResearchpeer-review

  29. Published

    Performance Evaluation of Local Image Features for Multinational Vehicle License Plate Verification. / Rizwan Asif, Muhammad; Qi, Chun; Bibi, Irfana et al.

    2018 IEEE Intelligent Vehicles Symposium, IV 2018. Institute of Electrical and Electronics Engineers Inc., 2018. p. 2170-2175 8500534 (IEEE Intelligent Vehicles Symposium, Proceedings, Vol. 2018-June).

    Research output: Contribution to book/anthology/report/proceedingArticle in proceedingsResearchpeer-review

  30. Published

    Saliency detection by exploiting multi-features of color contrast and color distribution. / Sadiq Fareed, Mian Muhammad; Chun, Qi; Ahmed, Gulnaz et al.

    In: Computers and Electrical Engineering, Vol. 70, 08.2018, p. 551-566.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  31. Published

    Image processing based proposed drone for detecting and controlling street crimes. / Karim, Shahid; Zhang, Ye; Laghari, Asif Ali et al.

    2017 17th IEEE International Conference on Communication Technology, ICCT 2017. Institute of Electrical and Electronics Engineers Inc., 2018. p. 1725-1730 (International Conference on Communication Technology Proceedings, ICCT, Vol. 2017-October).

    Research output: Contribution to book/anthology/report/proceedingArticle in proceedingsResearchpeer-review

  32. Published

    An improvement of vehicle detection under shadow regions in satellite imagery. / Karim, Shahid; Zhang, Ye; Ali, Saad et al.

    Ninth International Conference on Graphic and Image Processing, ICGIP 2017. ed. / Hui Yu; Junyu Dong. SPIE - International Society for Optical Engineering, 2018. 106154D (Proceedings of SPIE - The International Society for Optical Engineering, Vol. 10615).

    Research output: Contribution to book/anthology/report/proceedingArticle in proceedingsResearchpeer-review

  33. 2017
  34. Published

    Comparative analysis of feature extraction methods in satellite imagery. / Karim, Shahid; Zhang, Ye; Asif, Muhammad Rizwan et al.

    In: Journal of Applied Remote Sensing, Vol. 11, No. 4, 01.12.2017.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  35. Published

    Teaching Tool for a Control Systems Laboratory Using a Quadrotor as a Plant in MATLAB. / Khan, Subhan; Jaffery, Mujtaba Hussain; Hanif, Athar et al.

    In: IEEE Transactions on Education, Vol. 60, No. 4, 7836322, 11.2017, p. 249-256.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  36. Published

    Maximum mean discrepancy regularized sparse reconstruction for robust salient regions detection. / Fareed, Mian Muhammad Sadiq; Chun, Qi; Ahmed, Gulnaz et al.

    In: Signal Processing: Image Communication, Vol. 54, 01.05.2017, p. 66-80.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  37. Published

    Multinational vehicle license plate detection in complex backgrounds. / Asif, Muhammad Rizwan; Qi, Chun; Hussain, Sajid et al.

    In: Journal of Visual Communication and Image Representation, Vol. 46, 23.03.2017, p. 176-186.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  38. 2016
  39. Published

    Multiple licence plate detection for Chinese vehicles in dense traffic scenarios. / Asif, Muhammad Rizwan; Chun, Qi; Hussain, Sajid et al.

    In: IET Intelligent Transport Systems, Vol. 10, No. 8, 01.10.2016, p. 535-544.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  40. Published

    Multiple License Plate Detection for Chinese Vehicles in Dense Traffic Scenarios. / Asif, Muhammad Rizwan; Qi, Chun; Hussain, Sajid et al.

    In: IET Intelligent Transport Systems, Vol. 10, No. 8, 10.2016.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review

  41. Published

    A novel trignometric energy functional for image segmentation in the presence of intensity in-homogeneity. / Hussain, Sajid; Chun, Qi; Asif, Muhammad Rizwan et al.

    2016 IEEE International Conference on Multimedia and Expo, ICME 2016. IEEE Computer Society, 2016. 7552994 (Proceedings - IEEE International Conference on Multimedia and Expo, Vol. 2016-August).

    Research output: Contribution to book/anthology/report/proceedingArticle in proceedingsResearchpeer-review

  42. Published

    Active Contours for image segmentation using complex domain-based approach. / Hussain, Sajid; Qi, Chun; Asif, Muhammad Rizwan et al.

    In: IET Image Processing, Vol. 10, No. 2, 21.01.2016, p. 121-129.

    Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaperJournal articleResearchpeer-review