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Ahmed Kedir Mohammed
Publications
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.
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.
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).
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.
2021
Mohammed, Ahmed Kedir;
Pedersen, Marius.
(2021)
Multi-encoder Decoder Network for Polyp Detection.
Computer-Aided Analysis of Gastrointestinal Videos.
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).
Pedersen, Marius;
Mohammed, Ahmed Kedir.
(2021)
Photo Identification of Individual Salmo trutta Based on Deep Learning. Applied Sciences.
volum 11 (19).
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).
Vats, Anuja;
Pedersen, Marius;
Mohammed, Ahmed Kedir.
(2021)
A Preliminary Analysis of Self-Supervision for Wireless Capsule Endoscopy. European Workshop on Visual Information Processing.
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.
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.
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).
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.
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.
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.
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.
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).
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.
Mohammed, Ahmed Kedir;
Pedersen, Marius;
Hovde, Øistein;
Yildirim Yayilgan, Sule.
(2018)
Deep-STRESS Capsule Video Endoscopy Image Enhancement. Color and Imaging Conference (CIC).
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).
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.
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.
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.
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).
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.
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.
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).
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.
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).
Pedersen, Marius;
Mohammed, Ahmed Kedir.
(2021)
Photo Identification of Individual Salmo trutta Based on Deep Learning. Applied Sciences.
volum 11 (19).
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).
Vats, Anuja;
Pedersen, Marius;
Mohammed, Ahmed Kedir.
(2021)
A Preliminary Analysis of Self-Supervision for Wireless Capsule Endoscopy. European Workshop on Visual Information Processing.
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.
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).
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.
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.
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.
Mohammed, Ahmed Kedir;
Farup, Ivar;
Pedersen, Marius;
Hovde, Øistein;
Yildirim Yayilgan, Sule.
(2018)
Stochastic Capsule Endoscopy Image Enhancement. Journal of Imaging.
volum 4 (6).
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.
Mohammed, Ahmed Kedir;
Pedersen, Marius;
Hovde, Øistein;
Yildirim Yayilgan, Sule.
(2018)
Deep-STRESS Capsule Video Endoscopy Image Enhancement. Color and Imaging Conference (CIC).
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).
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.
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.
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).
Part of book/report
Mohammed, Ahmed Kedir;
Pedersen, Marius.
(2021)
Multi-encoder Decoder Network for Polyp Detection.
Computer-Aided Analysis of Gastrointestinal Videos.
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.
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.
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.
