By Dr Sankaran Iyer

Book Chapters

Rahman MA; Singh S; Iyer S; Blair A; Kim TJ; Ravindran P; Sowmya A, 2025, 'Sigmoid Colon Localisation for Acute Diverticulitis Disease Using Sigloc 3D Convolution Neural Network', in , pp. 230 - 245, http://dx.doi.org/10.1007/978-981-96-3863-5_22

Journal articles

Hafeez H; Iyer S; Sowmya A; Plested J; Garratt M, 2026, 'Object detection and tracking in 360 degree omnidirectional images: A review', Neurocomputing, 700, http://dx.doi.org/10.1016/j.neucom.2026.134434

Iyer S; Blair A; White C; Dawes L; Moses D; Sowmya A, 2023, 'Vertebral compression fracture detection using imitation learning, patch based convolutional neural networks and majority voting', Informatics in Medicine Unlocked, 38, http://dx.doi.org/10.1016/j.imu.2023.101238

Iyer S; Blair A; Dawes L; Moses D; White C; Sowmya A, 2022, 'Supervised and semi-supervised 3D organ localisation in CT images combining reinforcement learning with imitation learning', Biomedical Physics and Engineering Express, 8, http://dx.doi.org/10.1088/2057-1976/ac64c5

Amin A; Iyer SL; Wilson WH, 1997, 'Recognition of hand-printed Latin characters based on a structural approach with a neural network classifier', Journal of Electronic Imaging, pp. 303 - 310

Iyer S; Amin A, 1994, 'Neural network for the recognition of hand printed Latin characters', Artificial Neural Networks in Engineering Proceedings ANNIE 94, 4, pp. 477 - 482

Conference Papers

Rahman MA; Singh S; Shanmugalingam K; Iyer S; Blair A; Ravindran P; Sowmya A, 2023, 'Attention and Pooling based Sigmoid Colon Segmentation in 3D CT images', in 2023 International Conference on Digital Image Computing Techniques and Applications Dicta 2023, pp. 312 - 319, http://dx.doi.org/10.1109/DICTA60407.2023.00050

Iyer S; Blair A; White C; Dawes L; Moses D; Sowmya A, 2022, 'Vertebral Compression Fracture detection using Multiple Instance Learning and Majority Voting', in Proceedings International Conference on Pattern Recognition, pp. 4630 - 4636, http://dx.doi.org/10.1109/ICPR56361.2022.9956309

Iyer S; Sowmya A; Blair A; White C; Dawes L; Moses D, 2020, 'A Novel Approach to Vertebral Compression Fracture Detection Using Imitation Learning and Patch Based Convolutional Neural Network', in Proceedings International Symposium on Biomedical Imaging, pp. 726 - 730, http://dx.doi.org/10.1109/ISBI45749.2020.9098714

Preprints

Hafeez H; Garratt M; Plested J; Iyer S; Sowmya A, 2025, YOLO11-4K: An Efficient Architecture for Real-Time Small Object Detection in 4K Panoramic Images, http://dx.doi.org/10.48550/arxiv.2512.16493

Rahman MA; Singh S; Shanmugalingam K; Iyer S; Blair A; Ravindran P; Sowmya A, 2023, Attention and Pooling based Sigmoid Colon Segmentation in 3D CT images, http://arxiv.org/abs/2309.13872v1

Iyer S; Blair A; Dawes L; Moses D; White C; Sowmya A, 2021, Organ localisation using supervised and semi supervised approaches combining reinforcement learning with imitation learning, http://dx.doi.org/10.48550/arxiv.2112.03276

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