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  1. Employees

Språkvelger

Norsk

Ahmed Kedir Mohammed

Ahmed Kedir Mohammed

Associate Professor
Department of Computer Science

mohammed.kedir@ntnu.no
Ametyst-bygget, Gjøvik
Publications Teaching Media

Publications

  • Chronological
  • By category
  • See all publications in Cristin

2022

  • Mohammed, Ahmed Kedir; Kvam, Johannes; Onstein, Ingrid Fjordheim; Bakken, Marianne; Schulerud, Helene. (2022) Automated 3D burr detection in cast manufacturing using sparse convolutional neural networks. Journal of Intelligent Manufacturing.
    Academic article
  • Risholm, Petter; Mohammed, Ahmed Kedir; Kirkhus, Trine; Clausen, Sigmund; Vasilyev, Leonid; Folkedal, Ole; Johnsen, Øistein; Haugholt, Karl Henrik; Thielemann, Jens T. (2022) Automatic length estimation of free-swimming fish using an underwater 3D range-gated camera. Aquacultural Engineering. volum 97.
    Academic article
  • Transeth, Aksel Andreas; Schjølberg, Ingrid; Lekkas, Anastasios; Risholm, Petter; Mohammed, Ahmed Kedir; Skaldebø, Martin Breivik; Haugaløkken, Bent Oddvar Arnesen; Bjerkeng, Magnus Christian; Tsiourva, Maria Efstathia; Py, Frédéric. (2022) Autonomous subsea intervention (SEAVENTION). IFAC-PapersOnLine. volum 55 (31).
    Academic article
  • Vats, Anuja; Mohammed, Ahmed Kedir; Pedersen, Marius. (2022) From labels to priors in capsule endoscopy: a prior guided approach for improving generalization with few labels. Scientific Reports. volum 12 (1).
    Academic article
  • Vats, Anuja; Raja, Kiran; Pedersen, Marius; Mohammed, Ahmed Kedir. (2022) Multichannel Residual Cues for Fine-Grained Classification in Wireless Capsule Endoscopy. IEEE Access. volum 10.
    Academic article

2021

  • Mohammed, Ahmed Kedir; Pedersen, Marius. (2021) Multi-encoder Decoder Network for Polyp Detection. Computer-Aided Analysis of Gastrointestinal Videos.
    Chapter
  • Mohammed, Ahmed; Kvam, Johannes; Thielemann, Jens T; Haugholt, Karl H.; Risholm, Petter. (2021) 6D pose estimation for subsea intervention in turbid waters. Electronics. volum 10 (19).
    Academic article
  • Pedersen, Marius; Mohammed, Ahmed Kedir. (2021) Photo Identification of Individual Salmo trutta Based on Deep Learning. Applied Sciences. volum 11 (19).
    Academic article
  • Risholm, Petter; Ivarsen, Peter Ørnulf; Haugholt, Karl Henrik; Mohammed, Ahmed Kedir. (2021) Underwater marker-based pose-estimation with associated uncertainty. IEEE International Conference on Computer Vision Workshop (ICCVW).
    Academic article
  • Vats, Anuja; Pedersen, Marius; Mohammed, Ahmed Kedir. (2021) A Preliminary Analysis of Self-Supervision for Wireless Capsule Endoscopy. European Workshop on Visual Information Processing.
    Academic article
  • Vats, Anuja; Pedersen, Marius; Mohammed, Ahmed Kedir; Hovde, Øistein. (2021) Learning More for Free-A Multi Task Learning Approach for Improved Pathology Classification in Capsule Endoscopy. Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 24th International Conference, Strasbourg, France, September 27 – October 1, 2021, Proceedings, Part VII.
    Academic chapter/article/Conference paper

2020

  • Mohammed, Ahmed Kedir; Farup, Ivar; Pedersen, Marius; Yildirim Yayilgan, Sule; Hovde, Øistein. (2020) PS-DeVCEM: Pathology-sensitive deep learning model for video capsule endoscopy based on weakly labeled data. Computer Vision and Image Understanding. volum 201:103062.
    Academic article
  • Mohammed, Ahmed Kedir; Ullah, Mohib; Bauer, Jacob Renzo. (2020) Spectranet: A deep model for skin oxygenation measurement from multi-spectral data. IS&T International Symposium on Electronic Imaging Science and Technology. volum 2020:art00002 (14).
    Academic article
  • Mohammed, Ahmed Kedir; Wang, Congcong; Zhao, Meng; Ullah, Mohib; Naseem, Rabia; Wang, Hao; Pedersen, Marius; Alaya Cheikh, Faouzi. (2020) Semi-supervised Network for Detection of COVID-19 in Chest CT Scans. IEEE Access. volum 8.
    Academic article
  • Mulliqi, Nita; Yildirim Yayilgan, Sule; Mohammed, Ahmed Kedir; Ahmedi, Lule; Wang, Hao; Elezaj, Ogerta; Hovde, Øistein. (2020) The Importance Of Skip Connections In Encoder-Decoder Architectures For Colorectal Polyp Detection. Proceedings of IEEE international conference on image processing.
    Academic chapter/article/Conference paper

2019

  • Mohammed, Ahmed Kedir; Yildirim Yayilgan, Sule; Farup, Ivar; Pedersen, Marius; Hovde, Øistein. (2019) StreoScenNet: Surgical stereo robotic scene segmentation. Progress in Biomedical Optics and Imaging. volum 1095:109510P1.
    Academic article
  • Wang, Congcong; Mohammed, Ahmed Kedir; Alaya Cheikh, Faouzi; Beghdadi, Azeddine; Elle, Ole Jacob. (2019) Multiscale deep desmoking for laparoscopic surgery. Progress in Biomedical Optics and Imaging. volum 10949:109491Y.
    Academic article

2018

  • Mohammed, Ahmed Kedir; Farup, Ivar; Pedersen, Marius; Hovde, Øistein; Yildirim Yayilgan, Sule. (2018) Stochastic Capsule Endoscopy Image Enhancement. Journal of Imaging. volum 4 (6).
    Academic article
  • Mohammed, Ahmed Kedir; Farup, Ivar; Yildirim, Sule; Pedersen, Marius; Hovde, Øistein. (2018) Variational approach for capsule video frame interpolation. EURASIP Journal on Image and Video Processing. volum 2018:30.
    Academic article
  • Mohammed, Ahmed Kedir; Pedersen, Marius; Hovde, Øistein; Yildirim Yayilgan, Sule. (2018) Deep-STRESS Capsule Video Endoscopy Image Enhancement. Color and Imaging Conference (CIC).
    Academic article
  • Ullah, Mohib; Mohammed, Ahmed Kedir; Alaya Cheikh, Faouzi. (2018) PedNet: A Spatio-Temporal Deep Convolutional Neural Network for Pedestrian Segmentation. Journal of Imaging. volum 4 (9).
    Academic article
  • Ullah, Mohib; Mohammed, Ahmed Kedir; Alaya Cheikh, Faouzi; Wang, Zhaohui. (2018) A hierarchical feature model for multi-target tracking. Proceedings of IEEE International Conference on Image Processing.
    Academic article

2017

  • Mohammed, Ahmed Kedir; Yildirim, Sule; Pedersen, Marius; Hovde, Øistein; Alaya Cheikh, Faouzi. (2017) Sparse coded handcrafted and deep features for colon capsule video summarization. Computer-Based Medical Systems. volum 2017-June.
    Academic article
  • Mohammed, Ahmed Kedir; Yildirim, Sule; Pedersen, Marius; Hovde, Øistein; Alaya Cheikh, Faouzi. (2017) Sparse coded handcrafted and deep features for colon capsule video summarization. Computer-Based Medical Systems (CBMS), 2017 IEEE 30th International Symposium on.
    Academic chapter/article/Conference paper
  • Pedersen, Marius; Cherepkova, Olga; Mohammed, Ahmed Kedir. (2017) Image Quality Metrics for the Evaluation and Optimization of Capsule Video Endoscopy Enhancement Techniques. Journal of Imaging Science and Technology. volum 61 (4).
    Academic article

Journal publications

  • Mohammed, Ahmed Kedir; Kvam, Johannes; Onstein, Ingrid Fjordheim; Bakken, Marianne; Schulerud, Helene. (2022) Automated 3D burr detection in cast manufacturing using sparse convolutional neural networks. Journal of Intelligent Manufacturing.
    Academic article
  • Risholm, Petter; Mohammed, Ahmed Kedir; Kirkhus, Trine; Clausen, Sigmund; Vasilyev, Leonid; Folkedal, Ole; Johnsen, Øistein; Haugholt, Karl Henrik; Thielemann, Jens T. (2022) Automatic length estimation of free-swimming fish using an underwater 3D range-gated camera. Aquacultural Engineering. volum 97.
    Academic article
  • Transeth, Aksel Andreas; Schjølberg, Ingrid; Lekkas, Anastasios; Risholm, Petter; Mohammed, Ahmed Kedir; Skaldebø, Martin Breivik; Haugaløkken, Bent Oddvar Arnesen; Bjerkeng, Magnus Christian; Tsiourva, Maria Efstathia; Py, Frédéric. (2022) Autonomous subsea intervention (SEAVENTION). IFAC-PapersOnLine. volum 55 (31).
    Academic article
  • Vats, Anuja; Mohammed, Ahmed Kedir; Pedersen, Marius. (2022) From labels to priors in capsule endoscopy: a prior guided approach for improving generalization with few labels. Scientific Reports. volum 12 (1).
    Academic article
  • Vats, Anuja; Raja, Kiran; Pedersen, Marius; Mohammed, Ahmed Kedir. (2022) Multichannel Residual Cues for Fine-Grained Classification in Wireless Capsule Endoscopy. IEEE Access. volum 10.
    Academic article
  • Mohammed, Ahmed; Kvam, Johannes; Thielemann, Jens T; Haugholt, Karl H.; Risholm, Petter. (2021) 6D pose estimation for subsea intervention in turbid waters. Electronics. volum 10 (19).
    Academic article
  • Pedersen, Marius; Mohammed, Ahmed Kedir. (2021) Photo Identification of Individual Salmo trutta Based on Deep Learning. Applied Sciences. volum 11 (19).
    Academic article
  • Risholm, Petter; Ivarsen, Peter Ørnulf; Haugholt, Karl Henrik; Mohammed, Ahmed Kedir. (2021) Underwater marker-based pose-estimation with associated uncertainty. IEEE International Conference on Computer Vision Workshop (ICCVW).
    Academic article
  • Vats, Anuja; Pedersen, Marius; Mohammed, Ahmed Kedir. (2021) A Preliminary Analysis of Self-Supervision for Wireless Capsule Endoscopy. European Workshop on Visual Information Processing.
    Academic article
  • Mohammed, Ahmed Kedir; Farup, Ivar; Pedersen, Marius; Yildirim Yayilgan, Sule; Hovde, Øistein. (2020) PS-DeVCEM: Pathology-sensitive deep learning model for video capsule endoscopy based on weakly labeled data. Computer Vision and Image Understanding. volum 201:103062.
    Academic article
  • Mohammed, Ahmed Kedir; Ullah, Mohib; Bauer, Jacob Renzo. (2020) Spectranet: A deep model for skin oxygenation measurement from multi-spectral data. IS&T International Symposium on Electronic Imaging Science and Technology. volum 2020:art00002 (14).
    Academic article
  • Mohammed, Ahmed Kedir; Wang, Congcong; Zhao, Meng; Ullah, Mohib; Naseem, Rabia; Wang, Hao; Pedersen, Marius; Alaya Cheikh, Faouzi. (2020) Semi-supervised Network for Detection of COVID-19 in Chest CT Scans. IEEE Access. volum 8.
    Academic article
  • Mohammed, Ahmed Kedir; Yildirim Yayilgan, Sule; Farup, Ivar; Pedersen, Marius; Hovde, Øistein. (2019) StreoScenNet: Surgical stereo robotic scene segmentation. Progress in Biomedical Optics and Imaging. volum 1095:109510P1.
    Academic article
  • Wang, Congcong; Mohammed, Ahmed Kedir; Alaya Cheikh, Faouzi; Beghdadi, Azeddine; Elle, Ole Jacob. (2019) Multiscale deep desmoking for laparoscopic surgery. Progress in Biomedical Optics and Imaging. volum 10949:109491Y.
    Academic article
  • Mohammed, Ahmed Kedir; Farup, Ivar; Pedersen, Marius; Hovde, Øistein; Yildirim Yayilgan, Sule. (2018) Stochastic Capsule Endoscopy Image Enhancement. Journal of Imaging. volum 4 (6).
    Academic article
  • Mohammed, Ahmed Kedir; Farup, Ivar; Yildirim, Sule; Pedersen, Marius; Hovde, Øistein. (2018) Variational approach for capsule video frame interpolation. EURASIP Journal on Image and Video Processing. volum 2018:30.
    Academic article
  • Mohammed, Ahmed Kedir; Pedersen, Marius; Hovde, Øistein; Yildirim Yayilgan, Sule. (2018) Deep-STRESS Capsule Video Endoscopy Image Enhancement. Color and Imaging Conference (CIC).
    Academic article
  • Ullah, Mohib; Mohammed, Ahmed Kedir; Alaya Cheikh, Faouzi. (2018) PedNet: A Spatio-Temporal Deep Convolutional Neural Network for Pedestrian Segmentation. Journal of Imaging. volum 4 (9).
    Academic article
  • Ullah, Mohib; Mohammed, Ahmed Kedir; Alaya Cheikh, Faouzi; Wang, Zhaohui. (2018) A hierarchical feature model for multi-target tracking. Proceedings of IEEE International Conference on Image Processing.
    Academic article
  • Mohammed, Ahmed Kedir; Yildirim, Sule; Pedersen, Marius; Hovde, Øistein; Alaya Cheikh, Faouzi. (2017) Sparse coded handcrafted and deep features for colon capsule video summarization. Computer-Based Medical Systems. volum 2017-June.
    Academic article
  • Pedersen, Marius; Cherepkova, Olga; Mohammed, Ahmed Kedir. (2017) Image Quality Metrics for the Evaluation and Optimization of Capsule Video Endoscopy Enhancement Techniques. Journal of Imaging Science and Technology. volum 61 (4).
    Academic article

Part of book/report

  • Mohammed, Ahmed Kedir; Pedersen, Marius. (2021) Multi-encoder Decoder Network for Polyp Detection. Computer-Aided Analysis of Gastrointestinal Videos.
    Chapter
  • Vats, Anuja; Pedersen, Marius; Mohammed, Ahmed Kedir; Hovde, Øistein. (2021) Learning More for Free-A Multi Task Learning Approach for Improved Pathology Classification in Capsule Endoscopy. Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 24th International Conference, Strasbourg, France, September 27 – October 1, 2021, Proceedings, Part VII.
    Academic chapter/article/Conference paper
  • Mulliqi, Nita; Yildirim Yayilgan, Sule; Mohammed, Ahmed Kedir; Ahmedi, Lule; Wang, Hao; Elezaj, Ogerta; Hovde, Øistein. (2020) The Importance Of Skip Connections In Encoder-Decoder Architectures For Colorectal Polyp Detection. Proceedings of IEEE international conference on image processing.
    Academic chapter/article/Conference paper
  • Mohammed, Ahmed Kedir; Yildirim, Sule; Pedersen, Marius; Hovde, Øistein; Alaya Cheikh, Faouzi. (2017) Sparse coded handcrafted and deep features for colon capsule video summarization. Computer-Based Medical Systems (CBMS), 2017 IEEE 30th International Symposium on.
    Academic chapter/article/Conference paper

Teaching

Courses

  • IMT4392 - Deep Learning for Visual Computing

Media

2022

  • Academic lecture
    Transeth, Aksel Andreas; Schjølberg, Ingrid; Lekkas, Anastasios M.; Risholm, Petter; Mohammed, Ahmed Kedir; Skaldebø, Martin Breivik; Haugaløkken, Bent Oddvar Arnesen; Bjerkeng, Magnus Christian; Tsiourva, Maria Efstathia; Py, Frédéric. (2022) Autonomous subsea intervention (SEAVENTION). 14th IFAC Conference on Control Applications in Marine Systems, Robotics and Vehicles (CAMS 2022) . IFAC / DTU; Lyngby. 2022-09-14 - 2022-09-16.
  • Lecture
    Transeth, Aksel Andreas; Schjølberg, Ingrid; Lekkas, Anastasios; Risholm, Petter; Mohammed, Ahmed Kedir; Skaldebø, Martin Breivik; Haugaløkken, Bent Oddvar Arnesen; Bjerkeng, Magnus Christian; Tsiourva, Maria Efstathia; Py, Frédéric. (2022) SEAVENTION – Autonomous Subsea Intervention. SPRINT World Conference . SPRINT Robotics; Amsterdam, the Netherlands. 2022-09-27 - 2022-09-28.

2021

  • Academic lecture
    Ullah, Mohib; Yamin, Muhammad Mudassar; Mohammed, Ahmed Kedir; Khan, Sultan Daud; Ullah, Habib; Alaya Cheikh, Faouzi. (2021) Attention-based LSTM network for action recognition in sports. Electronic Imaging . Society for Imaging Science and Technology; San Francisco. 2021-01-18 - 2021-01-21.

2018

  • Academic lecture
    Mohammed, Ahmed Kedir; Yildirim Yayilgan, Sule; Farup, Ivar; Pedersen, Marius; Hovde, Øistein. (2018) Y-Net: A deep convolutional neural network to polyp detection. British Machine Vision Conference (BMVC 2018) . British Machine Vision Association; Newcastle. 2018-09-03 - 2018-09-06.
  • Poster
    Ullah, Mohib; Mohammed, Ahmed Kedir; Alaya Cheikh, Faouzi. (2018) HAND-CRAFTED VS DEEP FEATURES: A QUANTITATIVE STUDY OF APPEARANCE MODEL FOR PEDESTRIAN. Color and Visual Computing Symposium (CVCS) . IEEE; Gjøvik. 2018-09-19 - 2018-09-20.

2017

  • Poster
    Ullah, Mohib; Mohammed, Ahmed Kedir; Alaya Cheikh, Faouzi; Wang, Zhaohui. (2017) A Hierarchical Feature Model For Multi-Target Tracking. International Conference on Image Processing (ICIP) . IEEE; Beijing. 2017-09-17 - 2017-09-20.
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