Publications

Anuja Vats, Marius Pedersen, Ahmed Mohammed, Øistein Hovde (2021). Learning More for Free - A Multi Task Learning Approach for Improved Pathology Classification in Capsule Endoscopy (MICCAI 2021). MICCAI 2021.

Petter Risholm, Peter Ørnulf Ivarsen, Karl Henrik Haugholt, Ahmed Mohammed (2021). Underwater marker-based pose-estimation with associated uncertainty (ICCVw2021). ICCV2021.

Ahmed Mohammed, Johannes Kvam, Jens T. Thielemann, Karl H. Haugholt, Petter Risholm (2021). 6D Pose Estimation for Subsea Intervention in Turbid Waters (Electronics). Electronics.

Marius Pedersen, Ahmed Mohammed (2021). Photo Identification of Individual Salmo trutta Based on Deep Learning (Applied Sciences). Applied Sciences.

Ahmed Mohammed, Ivar Farup, Marius Pedersen, Sule Yildirim, Øistein Hovde (2020). PS-DeVCEM: Pathology-sensitive deep learning model for video capsule endoscopy based on weakly labeled data (Computer Vision and Image Understanding). IComputer Vision and Image Understanding.

Ahmed Mohammed, Congcong Wang, Meng Zhao, Mohib Ullah, Rabia Naseem, Hao Wang, Marius Pedersen-, Faouzi Alaya Cheikh (2020). Weakly-Supervised Network for Detection of COVID-19 in Chest CT Scans (IEEE Access). IEEE Access.

Ahmed Mohammed, Sule Yildirim Yayilgan, Ivar Farup, Marius Pedersen, Øistein Hovde (2019). StreoScenNet: Surgical Stereo Robotic Scene segmentation (SPIE MI 2019). In Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and Modeling. International Society for Optics and Photonics.

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Ahmed Mohammed, Sule Yildirim Yayilgan, Ivar Farup, Marius Pedersen, Øistein Hovde (2018). Y-Net: A deep Convolutional Neural Network for Polyp Detection (BMVC 2018). In British Machine Vision Conference.

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C Wang, Ahmed Mohammed, Faouzi Alaya Cheikh, Azeddine Beghdadi, Ole Jacob Elle (2018). Multiscale deep desmoking for laparoscopic surgery (SPIE MI 2019). In Medical Imaging 2019: Image Processing, International Society for Optics and Photonics.

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Ahmed Mohammed, Ivar Farup, Marius Pedersen, Øistein Hovde, Sule Yildirim Yayilgan (2018). Stochastic Capsule Endoscopy Image Enhancement (JI 2018). Journal of Imaging.

Ahmed Mohammed, Ivar Farup, Sule Yildirim Yayilgan, Marius Pedersen, Øistein Hovde (2018). Variational Approach for Capsule Video Frame Interpolation (EURASIP JIVP 2018). EURASIP Journal on Image and Video Processing.

Ahmed Mohammed, Marius Pedersen, Øistein Hovde, Sule Yildirim Yayilgan (2018). Deep-STRESS Capsule Video Endoscopy Image Enhancement (CIC 2018). In Color and Imaging Conference.

Mohib Ullah, Ahmed Mohammed, Faouzi Cheikh, Zhaohui Wang (2017). A HIERARCHICAL FEATURE MODEL FOR MULTI-TARGET TRACKING (IEEE ICIP 2017). IEEE International Conference on Image Processing (ICIP).

Ahmed Mohammed, Sule Yildirim Yayilgan, Marius Pedersen, Øistein Hovde, Faouzi Cheikh (2017). Sparse coded handcrafted and deep features for colon capsule video summarization (IEEE CBMS 2017). In IEEE 30th International Symposium on Computer-Based Medical Systems (CBMS2017).

Marius Pedersen, Olga Cherepkova, Ahmed Mohammed (2017). Image Quality Metrics for the Evaluation and Optimization of Capsule Video EndoscopyEnhancement Techniques (JIST 2017). Journal of Imaging Science and Technology.