Keyword:Segmentation

Publications
Automated Tumor Detection in Medical Imaging Using Deep Learning Kayode Sheriffdeen EasyChair Preprint 13783
Deep Learning-Based Approaches for Ciliary Muscle Segmentation and Biomarker Extraction Elena Goyanes, Joaquim de Moura, José Ignacio Fernández-Vigo, José Ángel Fernández-Vigo, Jorge Novo and Marcos Ortega EasyChair Preprint 13710
Enhancing Visual Understanding with Semantic Segmentation in Computer Vision Julia Anderson and Kurez Oroy EasyChair Preprint 12356
Deep Learning Models for Left Atrial Segmentation in MRI Meriem Triki and Mohammed Ammar EasyChair Preprint 11574
Deep Learning for MRI-Based Brain Tumor Identification and Classification D Jareena Begum, Sp. Chokkalingam and B. Sundaravadivazhagan EasyChair Preprint 11544
Assessing the Performance of U-Net in Three Dimensional Medical Image Segmentation Fatma Khenaifer, Ilyes Benaissa, Athmane Zitouni and Zine-Eddine Baarir EasyChair Preprint 11489
Segmentation of Heart Wall Muscles and Detection of Hypertrophic Cardiomyopathy from 2D Echo Images Using U-Nets A Aiswarya, Hisham Ahamed and Nagesh Subbanna EasyChair Preprint 10465
Glioblastomas Brain Tumor Segmentation Using Optimized Three-Dimensional (3DU-Net) Model Amor Feriel, Mzoughi Hiba, Njeh Ines and Benslima Mohamed EasyChair Preprint 10113
ECG Signal Extraction from Intensive Care Unit Monitor Videos Isabela Garcia Mello E Silva, Regina Célia Coelho, Irineu Antônio Zibordi Júnior, Sophia Silvestre Camargo and Carlos Marcelo Gurjão de Godoy EasyChair Preprint 9578
Plant Leaf Disease Detection and Classification Based on Machine Learning Model Aashish Jha, Madhavi Purohit, Vivek Maurya and Amiya Kumar Tripathy EasyChair Preprint 9571
Detection of Melanoma Skin Cancer in Early Stages Using CNN Classification Rupali Awhad, Dinesh Barode and Seema Kawathekar EasyChair Preprint 9065
3D Image Segmentation for Lung Cancer Using U-Net Architecture Elloumi Nabila, Ben Chaabane Salim and Seddik Hassen EasyChair Preprint 8924
Inexact Multi-Task Learning for Fetal Anastomoses Detection Alessandro Casella, Gaia Romana De Paolis, Elena De Momi, Dario Paladini, Sara Moccia and Leonardo Mattos EasyChair Preprint 8167
Algorithms to Aid in the Diagnosis of Lung Diseases Using Artificial Intelligence Gustavo Chichanoski and Maria Bernadete França EasyChair Preprint 7857
Multi Deep Learning Model for Building Footprint Extraction from High Resolution Remote Sensing Image Ho Trong Ánh, Tran Anh Tuan, Hoàng Phi Long, Lê Hai Hà and Tran Ngoc Thăng EasyChair Preprint 7726
An Robust Algorithm for Segmenting Multiple Sclerosis from Magnetic Resonance Images Hakima Zouaoui and Abdelouahab Moussaoui EasyChair Preprint 7534
Brain Tumor Augmentation Using the U-Net Architecture Mohsin Jabbar, Farhan Hussain and Sultan Dawood EasyChair Preprint 7511
Segmentation of Retinal Blood Vessel and Optic Disc in Retinal Fundus Images Using Image Processing Techniques Godfrin Pushparaj and Suganthi S. Devi EasyChair Preprint 7086
Effective Image Restoration of SAR Images Vaishnavi Pillalamarri EasyChair Preprint 6897
Word Segmentation and Sentiment Word Categorization Using Feature Extraction – a Novel Framework S. Ashika Parvin and M. Sumathi EasyChair Preprint 6042
Three-Dimensional Coordinate Reconstruction of Each Digital Image Pixel in a Simple Stereo Configuration Using the Belief Propagation Method Efron Manik EasyChair Preprint 5741
A Computationally Inexpensive Way to Detect and Perform Segmentation on Morphed Images Using CNN Neeraj Kumar, Divya Singh, Himja Uppal and Stuti Mehla EasyChair Preprint 5569
Criticality of Leaf Disease Detection for Better Crop Yield Using Machine Learning Techniques V M Sindhu, V Ravi Kumar and N Poornima EasyChair Preprint 5454
Performance Evaluation of Background Subtraction Techniques for Video Frames Salman Qasim, Kaleem Nawaz Khan, Miao Yu and Muhammad Salman Khan EasyChair Preprint 5335
Analysis of Kruskal's Algorithm for Segmenting Image Efron Manik EasyChair Preprint 4987
Implementation and Comparison of Different Segmentation Techniques for MRI and CT images Malaz Mahmooud, Tasabih Ibrahim Alamin and Mohammed Y. Esmail EasyChair Preprint 4485
Malaria Detection Using ANN Tasabih Ibrahim Alamin, Malaz Saifeldeen Mahmooud and Mohammed Y. Esmail EasyChair Preprint 4418
Prediction of Lungs Cancer Using Machine Learning Prasanta Das, Biplab Das and Himadri Sekhar Dutta EasyChair Preprint 3076
Follicle Segmentation using K-means Clustering from Ultrasound Image of Ovary Ardhendu Mandal, Debasmita Saha and Manas Sarkar EasyChair Preprint 2543
Level set and Watershed for image segmentation Lahouaoui Lalaoui and Fouad Dib EasyChair Preprint 2483
The capitalized title is Plant Leaf Disease Identification Using Image Processing and SVM, ANN Classifier Methods S. Sivasakthi EasyChair Preprint 2256
Makeup based on segmentation and local transfer Yuanhan Zhang, Haidong Cui, Yidong Li and Zheng Feng EasyChair Preprint 1487
Automatic 2D modelling of inner roof planes boundaries starting from Lidar data Fayez Tarsha Kurdi, Mohammad Awrangjeb and Nosheen Munir EasyChair Preprint 1042
nnU-Net for the Automatic Knee Segmentation from CT Images: A Comparative Study with a Conventional U-Net Model Ludivine Maintier, Arnaud Clavé, Ehouarn Maguet, Eric Stindel, Valérie Burdin and Guillaume Dardenne In:Proceedings of The 22nd Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
3D Reconstruction of Femur using Ultrasound - Hand Guided Evaluation and Autonomous Robotic Approach Lovis Phlippen, Benjamin Hohlmann and Klaus Radermacher In:Proceedings of The 22nd Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
CNN based 2D vs. 3D Segmentation of Bone in Ultrasound Images Benjamin Hohlmann, Peter Brößner and Klaus Radermacher In:Proceedings of The 20th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
Fully Automatic Analysis of Posterosuperior Full-Thickness Rotator Cuff Tears from MRI Hanspeter Hess, Philipp Gussarow, J Tomás Rojas, Stefan Weber, Annabel Hayoz, Matthias A. Zumstein and Kate Gerber In:Proceedings of The 20th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
Standardized Evaluation of Current Ultrasound Bone Segmentation Algorithms on Multiple Datasets Prashant Pandey, Benjamin Hohlmann, Peter Brößner, Ilker Hacihaliloglu, Keiran Barr, Tamas Ungi, Oliver Zettinig, Raphael Prevost, Guillaume Dardenne, Zian Fanti, Wolfgang Wein, Eric Stindel, Fernando Arambula Cosio, Pierre Guy, Gabor Fichtinger, Klaus Radermacher and Antony J. Hodgson In:Proceedings of The 20th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
Segmentation Trachea and Bronchial Branches in Chest Computed Tomography Image by Deep Learning - preliminary results - Hoang Nhut Huynh, My Duyen Nguyen, Thai Hong Truong, Quoc Tuan Nguyen Diep, Anh Tu Tran and Trung Nghia Tran In:Proceedings of International Symposium on Applied Science 2021
Towards Automated Tissue Classification for Markerless Orthopaedic Robotic Assistance Stephen Laws, Spyridon Souipas, Brian Davies and Ferdinando Rodriguez Y Baena In:CAOS 2020. The 20th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
Augmented Active Shape Model Search – towards 3D Ultrasound-based Bone Surface Reconstruction Benjamin Hohlmann and Klaus Radermacher In:CAOS 2020. The 20th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
Effect of GAN-based image standardization on MR knee bone-tissue classification performance Vincent Jaouen, Guillaume Dardenne, Florent Tixier, Éric Stindel and Dimitris Visvikis In:CAOS 2020. The 20th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
Fully Automatic Segmentation and Landmarking of Hip CT Images Guoyan Zheng In:CAOS 2020. The 20th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
Virtual pre-operative planning in acetabular surgery using a patient-specific biomechanical model: a prospective clinical study. Mehdi Boudissa, Matthieu Chabanas, Gaetan Bahl, Hadrien Oliveri and Jérôme Tonetti In:CAOS 2020. The 20th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
A review on the color segmentation with emphasis on the point clouds Sergio Macías-Medrano In:Proceedings of the 1st International Conference on Geospatial Information Sciences
The interleaved partial active shape model (IPASM) search algorithm – towards 3D ultrasound-based bone surface reconstruction Benjamin Hohlmann and Klaus Radermacher In:CAOS 2019. The 19th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
Object-Based Image Analysis Technique for Gully Mapping Using Topographic Data at Very High Resolution (VHR) Antonio Francipane, Francesca Mussomè, Giuseppe Cipolla and Leonardo Noto In:HIC 2018. 13th International Conference on Hydroinformatics
Deep Learning based Segmentation of Lumbar Vertebrae from CT Images Rens Janssens and Guoyan Zheng In:CAOS 2018. The 18th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
FCN Based Approach for the Automatic Segmentation of Bone Surfaces in Ultrasound Images Mateo Villa, Guillaume Dardenne, Maged Nasan, Hoel Letissier, Chafiaa Hamitouche and Eric Stindel In:CAOS 2018. The 18th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
A deep learning-based approach for localization of pedicle regions in preoperative CT scans Hooman Esfandiari, Carolyn Anglin, Pierre Guy and Antony J. Hodgson In:CAOS 2018. The 18th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
Comparison of two statistical shape models for the femur segmentation in MRI Zoheir Dib, Tinashe Mutsvangwa, Guillaume Dardenne, Chafiaa Hamitouche, Valérie Burdin and Eric Stindel In:CAOS 2017. 17th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
A Machine Learning Framework for Intraoperative Segmentation and Quality Assessment of Pedicle Screw X-Rays Hooman Esfandiari, Carolyn Anglin, John Street, Pierre Guy and Antony J. Hodgson In:CAOS 2017. 17th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery