Publications

Muhammad Sakib Khan Inan, Fahim Irfan Alam, Rizwan Hasan (2022). Deep integrated pipeline of segmentation guided classification of breast cancer from ultrasound images. Biomedical Signal Processing and Control, Elsevier.

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Muhammad Sakib Khan Inan, Rizwan Hasan, Fahim Irfan Alam (2021). A Hybrid Probabilistic Ensemble based Extreme Gradient Boosting Approach For Breast Cancer Diagnosis. 2021 IEEE 11th Annual Computing and Communication Workshop and Conference (CCWC).

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Fahim Irfan Alam, Jun Zhou, Alan Wee-Chung Liew (2020). Abundance-Guided Superpixels and Recurrent Neural Network for Hyperspectral Image Classification. 2019 Digital Image Computing: Techniques and Applications (DICTA).

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Fahim Irfan Alam, Jun Zhou, Alan Wee-Chung Liew, Jun Jo, Yongsheng Gao (2019). Triplet Constrained Deep Feature Extraction for Hyperspectral Image Classification. 2018 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

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Fahim Irfan Alam, Jun Zhou, Alan Wee-Chung Liew, Xiuping Jia, Jocelyn Chanussot, Yongsheng Gao (2018). Conditional Random Field and Deep Feature Learning for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing.

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Fahim Irfan Alam, Jun Zhou, Lei Tong, Alan Wee-Chung Liew, Yongsheng Gao (2017). Combining Unmixing and Deep Feature Learning for Hyperspectral Image Classification. 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA).

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Fahim Irfan Alam, Jun Zhou, Alan Wee-Chung Liew, Xiuping Jia (2016). CRF learning with CNN features for hyperspectral image segmentation. 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

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Muhammad Iqbal Hasan Chowdhury, Fahim Irfan Alam (2015). A probabilistic approach to support Self-Organizing Map (SOM) driven facial expression recognition. 2014 17th International Conference on Computer and Information Technology (ICCIT).

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Bithi Banik, Fahim Irfan Alam (2014). A robust approach to the recognition of text based Bangla road sign. 2014 International Conference on Informatics, Electronics & Vision (ICIEV).

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Fahim Irfan Alam, Bithi Banik (2013). Offline isolated bangla handwritten character recognition using spatial relationships. *2013 International Conference on Informatics, Electronics and Vision (ICIEV).

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Fahim Irfan Alam, Muhammad Iqbal Hasan Chowdhury, Md. Reza Rabbani, Fateha Khanam Bappee (2013). An optimized image segmentation algorithm. 2013 International Conference on Informatics, Electronics and Vision (ICIEV).

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Muhammad Iqbal Hasan Chowdhury, Fahim Irfan Alam (2013). A multilayer network-supporting universal electronic cash transaction framework. *2012 15th International Conference on Computer and Information Technology (ICCIT).

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Iker Gondra, Fahim Irfan Alam (2012). Learning-Based Object Segmentation Using Regional Spatial Templates and Visual Features. *International Conference on Computer Vision and Graphics.

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Iker Gondra, Fahim Irfan Alam (2012). Learning spatial relations for object-specific segmentation using Bayesian network model. Signal, Image and Video Processing, Springer Nature.

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Fahim Irfan Alam, Iker Gondra (2012). Incorporating shape into spatially-aware adaptive object segmentation algorithm. Fifth International C Conference on Computer Science and Software Engineering*, ACM.

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Fahim Irfan Alam, Iker Gondra (2012). A Bayesian network-based tunable image segmentation algorithm for object recognition. 2011 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT).

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