Hubert, C. J., Odic, N., Noel, M., Gharib, S., Zargarbashi, S. H. H., & Séoud, L. (2025). MuViH: Multi-View Hand gesture dataset and recognition pipeline for human–robot interaction in a collaborative robotic finishing platform. Robotics and Computer-Integrated Manufacturing, 94, 102957-102957.
Directory of Experts
Séoud, Lama
Directory of Experts
Séoud, Lama
Directory of Experts
Publications by type
Journal article (12)
Conference paper (14)
Book
Book chapter (1)
Patent
Report
Thesis (1)
Dataset (1)
Teaching resource
Image
Audio recording
Video recording
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Lama Séoud (29)
- Journal articles (12)
- 2025
Journal article
- 2024
Journal article Khani, M., Cheriet, F., Séoud, L., Debanné, P., Parent, S., & Labelle, H. (2024). Changes in trunk appearance following surgical correction of adolescent idiopathic scoliosis. Spine Deformity.Journal article Ceglia, A., Facon, K., Begon, M., & Séoud, L. (2024). Real-time, accurate, and open source upper-limb musculoskeletal analysis using a single RGBD camera — An exploratory hand-cycling study. Computers in Biology and Medicine, 184, 109434 (11 pages).
- 2023
Journal article Caron, R., Séoud, L., Londoño, I., & Villemure, I. (2023). Segmentation of trabecular bone microdamage in Xray microCT images using a two-step deep learning method. Journal of the Mechanical Behavior of Biomedical Materials, 137, 105540 (9 pages).
- 2017
Journal article Séoud, L., Ramsay, J., Parent, S., & Cheriet, F. (2017). A novel fully automatic measurement of apparent breast volume from trunk surface mesh. Medical Engineering & Physics, 41, 46-54.Journal article Ramsay, J., Séoud, L., Barchi, S., Cheriet, F., Joncas, J., Turgeon, I., Debanné, P., Trop, I., Labelle, H., & Parent, S. (2017). Assessment of Breast Asymmetry in Adolescent Idiopathic Scoliosis Using an Automated 3D Body Surface Measurement Technique. Spine Deformity, 5(3), 152-158.
- 2016
Journal article Phan, T. V., Séoud, L., Chakor, H., & Cheriet, F. (2016). Automatic screening and grading of age-related macular degeneration from texture analysis of fundus images. Journal of Ophthalmology, 2016, 1-11.Journal article Séoud, L., Hurtut, T., Chelbi, J., Cheriet, F., & Langlois, J. M. P. (2016). Red lesion detection using dynamic shape features for diabetic retinopathy screening. IEEE Transactions on Medical Imaging, 35(4), 1116-1126.
- 2015
Journal article Séoud, L., Cheriet, F., Labelle, H., & Parent, S. (2015). Changes in Trunk Appearance After Scoliosis Spinal Surgery and Their Relation to Changes in Spinal Measurements. Spine Deformity, 3(6), 595-603.
- 2013
Journal article Séoud, L., Dansereau, J., Labelle, H., & Cheriet, F. (2013). Noninvasive Clinical Assessment of Trunk Deformities Associated With Scoliosis. IEEE Journal of Biomedical and Health Informatics, 17(2), 392-401.
- 2012
Journal article Séoud, L., Dansereau, J., Labelle, H., & Cheriet, F. (2012). Multilevel Analysis of Trunk Surface Measurements for Noninvasive Assessment of Scoliosis Deformities. Spine, 37(17), E1045-E1053.
- 2011
Journal article Séoud, L., Cheriet, F., Labelle, H., & Dansereau, J. (2011). A novel method for the 3-D reconstruction of scoliotic ribs from frontal and lateral radiographs. IEEE Transactions on Biomedical Engineering, 58(5), 1135-1146.
- 2025
- Conference papers (14)
- 2025
Conference paper Lescarbeault, É., & Séoud, L. (2025, April). Breast Cancer Detection from Thermal Images Using Asymmetries in Learned Texture Vectors [Paper]. 22nd International Symposium on Biomedical Imaging (ISBI 2025), Houston, TX, USA.
- 2024
Conference paper Galaup, C. J. P., Séoud, L., & Renaud, P. (2024, February). Multimodal HCI: a review of computational tools and their relevance to the detection of sexual presence [Paper]. Intelligent Human Systems Integration (IHSI 2024), Palermo, Italy. Published in AHFE international, (119).Conference paper Tranchon, A., Kunz, M., & Séoud, L. (2024, May). Preoperative MRI Whole-Vertebrae Segmentation in Patients with Severe Adolescent Idiopathic Scoliosis [Paper]. IEEE International Symposium on Biomedical Imaging (ISBI), Athens, Greece.Conference paper Arnold, C., Jouvet, P., & Séoud, L. (2024, June). SwinFuSR: an image fusion-inspired model for RGB-guided thermal image super-resolution [Paper]. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Seattle, WA, USA.
- 2021
Conference paper Roy, P. R., Bilodeau, G.-A., & Séoud, L. (2021, July). Predicting next local appearance for video anomaly detection [Paper]. 17th International Conference on Machine Vision Applications (MVA 2021), Aichi, Japan (5 pages).
- 2019
Conference paper Séoud, L., Boisvert, J., Drouin, M.-A., Picard, M., & Guy Godin, G. (2019, February). Training a CNN to robustly segment the human body parts in range image sequences [Paper]. SPIE OPTO 2019, San Francisco, California, United States.
- 2018
Conference paper Séoud, L., Boisvert, J., Drouin, M.-A., Picard, M., & Godin, G. (2018, September). Increasing the Robustness of CNN-Based Human Body Segmentation in Range Images by Modeling Sensor-Specific Artifacts [Paper]. European Conference on Computer Vision (ECCV 2018 Workshops), Munich, Germany.
- 2016
Conference paper Gan, Q., Séoud, L., Ben Tahar, H., & Langlois, J. M. P. (2016, April). Memory efficient and constant time 2D-recursive spatial averaging filter for embedded implementations [Paper]. Real-Time Image and Video Processing 2016, part of Photonics Europe 2016, Brussels, Belgium.
- 2015
Conference paper Séoud, L., Chelbi, J., & Cheriet, F. (2015, October). Automatic Grading of Diabetic Retinopathy on a Public Database [Paper]. Ophthalmic Medical Image Analysis International Workshop (OMIA 2015), Munich, Germany.Conference paper Thanh Van, P., Séoud, L., & Cheriet, F. (2015, July). Towards an Automatic Clinical Classification of Age-Related Macular Degeneration [Paper]. 12th International Conference on Image Analysis and Recognition (ICIAR 2015), Niagara Falls, ON, Canada.
- 2014
Conference paper Séoud, L., Faucon, T., Hurtut, T., Chelbi, J., Cheriet, F., & Langlois, J. M. P. (2014, April). Automatic detection of microaneurysms and haemorrhages in fundus images using dynamic shape features [Paper]. 11th IEEE International Symposium on Biomedical Imaging (ISBI 2014), Beijing, China.
- 2013
Conference paper Séoud, L., Cheriet, F., Labelle, H., & Parent, S. (2013, February). Non-invasive quantitative assessment of scoliosis spinal surgery outcome [Paper]. Medical Imaging 2013: Biomedical Applications in Molecular, Structural, and Functional Imaging, Lake Buena Vista, FL, United states (7 pages).
- 2010
Conference paper Séoud, L., Adankon, M. M., Labelle, H., Dansereau, J., & Cheriet, F. (2010, April). Prediction of scoliosis curve type based on the analysis of trunk surface topography [Paper]. 7th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Rotterdam, The Netherlands.Conference paper Séoud, L., Adankon, M. M., Labelle, H., Dansereau, J., & Cheriet, F. (2010, June). Towards Non Invasive Diagnosis of Scoliosis Using Semi-Supervised Learning Approach [Paper]. 7th International Conference Image Analysis and Recognition (ICIAR 2010), Povoa de Varzim, Portugal.
- 2025
- Book chapters (1)
- 2020
Book chapter Drouin, M.-A., & Séoud, L. (2020). Consumer-Grade RGB-D Cameras. In Liu, Y., Pears, N., Rosin, P. L., & Huber, P. (eds.), 3D Imaging, Analysis and Applications (pp. 215-264).
- 2020
- Theses (1)
- 2012
Thesis Séoud, L. (2012). Analyse de la relation entre les déformations scoliotiques du tronc et celles des structures osseuses sous-jacentes [Ph.D. thesis, École Polytechnique de Montréal].
- 2012
- Datasets (1)
- 2025
Dataset Hubert, C., Odic, N., Noël, M., Gharib, S., Debanné, P., Séoud, L., & Zargarbashi, S. (2025). MuViH: Multi-View Hand gesture dataset for hand and gesture recognition [Dataset].
- 2025
