umair by Anonymous M Submission date: 08-Sep-2023 12:30AM (UTC+1000) Submission ID: 2159875723 File name: MSc_Dissertation_Template_umair.pdf (8.14M) Word count: 19114 Character count: 104964 3 3 65 154 122 119 131 124 110 47 47 7 126 22 169 177 150 1 1 7 10 41 179 180 76 79 144 109 178 117 98 98 128 168 2 142 101 187 1 134 106 182 3 37 7 7 58 107 125 160 37 183 32 50 100 80 27 1 1 113 113 25 1 1 170 1 2 22 141 181 1 165 148 23 175 159 23 133 1 23 1 47 140 35 19 23 136 185 145 7 23 1 1 3 1 115 115 156 27 139 2 127 6 6 35 104 39 39 129 6 6 6 6 6 114 6 88 88 6 6 37 79 7 64 151 64 164 167 137 158 64 86 95 8 176 166 1 47 22 4 2 118 7 123 2 2 2 10 2 2 2 2 116 2 2 2 2 2 68 112 171 174 161 22 121 44 44 130 81 120 18 67 18 4 132 94 7 28 24 28 28 105 105 46 46 96 63 35 14 173 91 91 143 149 8 153 188 184 155 135 35 2 7 138 163 162 36 72 1 9 186 52 152 147 82 83 27 8 38 31 73 71 66 90 85 34 11 29 61 9 99 57 24 6 49 87 146 31 55 21 13 54 15 17 39 30 33 1 9 48 9 78 29 56 8 32 111 5 45 103 15 12 25 26 62 4 11 53 8 14 60 97 13 1 69 59 5 70 51 77 43 93 12 1 5 75 1 5 1 36 72 20 20 4 102 84 5 42 89 157 16 18 4 92 17 40 31 108 19 18 172 74 umair ORIGINALITY REPORT 24 % SIMILARITY INDEX 20% INTERNET SOURCES 18% PUBLICATIONS 15% STUDENT PAPERS PRIMARY SOURCES 1 www.mdpi.com 2% 2 arxiv.org 1% 3 Submitted to University of Lancaster 1% 4 Submitted to University of College Cork 1% 5 Submitted to University of Strathclyde 1% Internet Source Internet Source Student Paper Student Paper Student Paper Jian Ding, Nan Xue, Gui-Song Xia, Xiang Bai et al. "Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges", IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022 <1 % 7 dokumen.pub <1 % 8 Submitted to University College London 6 Publication Internet Source Student Paper <1 % 9 Submitted to University of Sydney <1 % 10 Submitted to University of Birmingham <1 % 11 Submitted to University of Liverpool <1 % 12 os.zhdk.cloud.switch.ch <1 % 13 essay.utwente.nl <1 % 14 Submitted to Birkbeck College <1 % 15 ntnuopen.ntnu.no <1 % 16 Submitted to <1 % 17 opus4.kobv.de <1 % 18 Submitted to University of Sheffield <1 % Submitted to Liverpool John Moores University <1 % 19 Student Paper Student Paper Student Paper Internet Source Internet Source Student Paper Internet Source Student Paper Internet Source Student Paper Student Paper 20 Submitted to University of Bristol <1 % 21 cs230.stanford.edu <1 % 22 ebin.pub <1 % 23 Submitted to University of Leeds <1 % 24 eprints.lancs.ac.uk <1 % 25 mediatum.ub.tum.de <1 % Shaikh, Mohammad Abuzar. "Multimodal Representation Learning using SelfSupervision and Attention", State University of New York at Buffalo, 2022 <1 % 27 link.springer.com <1 % 28 msdn.microsoft.com <1 % 29 tel.archives-ouvertes.fr <1 % 26 Student Paper Internet Source Internet Source Student Paper Internet Source Internet Source Publication Internet Source Internet Source Internet Source Submitted to Universidad Carlos III de Madrid - EUR <1 % 31 kth.diva-portal.org <1 % 32 www.arxiv-vanity.com <1 % 33 Submitted to Loughborough University <1 % 34 theses.gla.ac.uk <1 % 35 www.frontiersin.org <1 % Johannes Kester. "Insuring future automobility: A qualitative discussion of British and Dutch car insurer's responses to connected and automated vehicles", Research in Transportation Business & Management, 2022 <1 % 37 www.researchgate.net <1 % 38 Submitted to Glasgow Caledonian University <1 % 30 Student Paper 36 Internet Source Internet Source Student Paper Internet Source Internet Source Publication Internet Source Student Paper Haining WANG, Yang LI, Yuqiang FANG, Yurong LIAO, Bitao JIANG, Xitao ZHANG, Shuyan NI. "SRS-Net: Training object detectors from scratch for remote sensing images without pretraining", Chinese Journal of Aeronautics, 2023 <1 % Submitted to University of Teesside <1 % Submitted to University of Stellenbosch, South Africa <1 % Gibran Ali, Shane McLaughlin, Mehdi Ahmadian. "Quantifying the effect of roadway, driver, vehicle, and location characteristics on the frequency of longitudinal and lateral accelerations", Accident Analysis & Prevention, 2021 <1 % 43 Submitted to The Robert Gordon University <1 % 44 Submitted to Universiti Teknologi Petronas <1 % Pathak, Durvesh. "Compressed Convolutional Neural Network for Autonomous Systems", Purdue University, 2023 <1 % 39 Publication 40 41 Student Paper Student Paper 42 Publication 45 Student Paper Student Paper Publication www.gov.uk <1 % Kun Fu, Zhonghan Chang, Yue Zhang, Guangluan Xu, Keshu Zhang, Xian Sun. "Rotation-aware and multi-scale convolutional neural network for object detection in remote sensing images", ISPRS Journal of Photogrammetry and Remote Sensing, 2020 <1 % 48 Submitted to University of Cape Town <1 % 49 faui1-files.cs.fau.de <1 % Bo, Tao. "Adaptive Global Reasoning with Multiple Knowledge Graphs for Object Detection", University of Malaya (Malaysia), 2023 <1 % Submitted to De Montfort University <1 % Submitted to Defence Academy of the United Kingdom <1 % Submitted to University of Central Lancashire <1 % 46 47 Internet Source Publication 50 Student Paper Internet Source Publication 51 52 Student Paper Student Paper 53 Student Paper Vedant Sandeep Joshi, Jeena Thomas, Ebin Deni Raj. "Quantized Coconut Detection Models with Edge Devices", Journal of Interconnection Networks, 2022 <1 % 55 er.ucu.edu.ua <1 % 56 Submitted to University of Southampton <1 % 57 export.arxiv.org <1 % Qiumei Yang, Deqin Xiao. "A review of videobased pig behavior recognition", Applied Animal Behaviour Science, 2020 <1 % Submitted to University of Aberdeen <1 % Yan Zhang, Fan Zhang, Libo Fang, Nengcheng Chen. "Inferring socioeconomic environment from built environment characteristics based street view images: An approach of Seq2Seq method", International Journal of Applied Earth Observation and Geoinformation, 2023 <1 % research.chalmers.se <1 % 54 Publication 58 Internet Source Student Paper Internet Source Publication 59 60 Student Paper Publication 61 Internet Source 62 webthesis.biblio.polito.it <1 % 63 wrap.warwick.ac.uk <1 % Eduard Pogorskiy, Jens F. Beckmann. "Learners’ web navigation behaviour beyond learning management systems: A way into addressing procrastination in online learning?", Computers and Education: Artificial Intelligence, 2022 <1 % Submitted to National University of Ireland, Galway <1 % 66 Submitted to University of Ulster <1 % 67 Submitted to University of Westminster <1 % 68 Submitted to Edith Cowan University <1 % Submitted to Harper Adams University College <1 % Submitted to National College of Ireland <1 % 64 Internet Source Internet Source Publication 65 Student Paper 69 Student Paper Student Paper Student Paper Student Paper 70 Student Paper Zheng Xu, Nan Zheng, David B. Logan, Hai L. Vu. "Assessing bicycle-vehicle conflicts at urban intersections utilizing a VR integrated simulation approach", Accident Analysis & Prevention, 2023 <1 % 72 jss.rug.nl <1 % 73 soka.repo.nii.ac.jp <1 % Kachelmeier, Rosalie Josephine Braun. "Improving Automatic Painting Classification Using Saliency Data", University of Minnesota, 2023 <1 % 75 Submitted to University of Bradford <1 % 76 Submitted to University of Kent at Canterbury <1 % 77 Submitted to University of Waikato <1 % 78 avesis.itu.edu.tr <1 % 79 www.nature.com <1 % 71 Publication 74 Internet Source Internet Source Publication Student Paper Student Paper Student Paper Internet Source Internet Source Alon, Adi | עדי,אלון. "Computer Vision Based System for Automatic Lamb Identification and Drinking Activity", University of Haifa (Israel), 2023 <1 % 81 Submitted to Sheffield Hallam University <1 % 82 elib.uni-stuttgart.de <1 % 83 Submitted to Noroff University College <1 % Submitted to Symbiosis International University <1 % 85 Submitted to University of Greenwich <1 % 86 spiral.imperial.ac.uk <1 % Martin Nell, Jörg Schiller. "Erklärungsansätze für vertragswidriges Verhalten Versicherungsnehmern aus Sicht der ökonomischen Theorie", Zeitschrift für die gesamte Versicherungswissenschaft, 2002 <1 % Qiang Zhou, Chaohui Yu. "Point RCNN: An Angle-Free Framework for Rotated Object <1 % 80 Publication 84 Student Paper Internet Source Student Paper Student Paper 87 Student Paper Internet Source Publication 88 Detection", Remote Sensing, 2022 Publication 89 Submitted to Trinity College Dublin <1 % 90 hdl.handle.net <1 % 91 iris.unige.it <1 % 92 open.uct.ac.za <1 % 93 Submitted to Edge Hill University <1 % Nguyen Minh Tuan, Huynh Thi Khanh Chi, Nguyen Van Hop. "A Hybrid Machine Learning Approach in Predicting E-Commerce Supply Chain Risks", 2022 14th International Conference on Knowledge and Systems Engineering (KSE), 2022 <1 % Shishir Kumar Shandilya, Aditya Srivastav, Kyrylo Yemets, Agni Datta, Prof. Atulya K Nagar. "YOLO-based Segmented Dataset for Drone vs. Bird Detection for Deep and Machine Learning Algorithms", Data in Brief, 2023 <1 % 94 Student Paper Internet Source Internet Source Internet Source Student Paper Publication 95 Publication "The Rise of Big Spatial Data", Springer Nature, 2017 <1 % Luca Maiano, Antonio Montuschi, Marta Caserio, Egon Ferri et al. "A deep-learning– based antifraud system for car-insurance claims", Expert Systems with Applications, 2023 <1 % Ravishankar, Premkumar. "Increasing the Oil and Gas Pipeline Resiliency Using Image Processing Algorithms", Lamar University Beaumont, 2023 <1 % 99 Submitted to University of Nottingham <1 % 100 d197for5662m48.cloudfront.net <1 % 101 etheses.whiterose.ac.uk <1 % 102 studenttheses.uu.nl <1 % 103 www.ijraset.com <1 % www.isprs-ann-photogramm-remote-sensspatial-inf-sci.net <1 % 96 Publication 97 Publication 98 Publication 104 Student Paper Internet Source Internet Source Internet Source Internet Source Internet Source H. 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"Object Detection and Image Segmentation with Deep Learning on Earth Observation Data: A Review-Part I: Evolution and Recent Trends", Remote Sensing, 2020 <1 % Yang Long, Gui-Song Xia, Shengyang Li, Wen Yang, Michael Yang, Xiaoxiang Zhu, Liangpei Zhang, Deren Li. "On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances and Million-AID", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021 <1 % Zubair Saeed, Muhammad Haroon Yousaf, Rehan Ahmed, Sergio A. Velastin, Serestina Viriri. "On-Board Small-Scale Object Detection for Unmanned Aerial Vehicles (UAVs)", Drones, 2023 <1 % dergipark.org.tr <1 % Student Paper 112 113 Student Paper Publication 114 Publication 115 Publication 116 Internet Source www.finnomena.com <1 % Yoga Cahya Putra, Arie Wahyu Wijayanto. "Automatic detection and counting of oil palm trees using remote sensing and object-based deep learning", Remote Sensing Applications: Society and Environment, 2022 <1 % Zhao, Ruobing. "Highway Freight Transportation in Port: Impact of Automated Driving and Warning Signals in Adverse Weather", Lamar University - Beaumont, 2023 <1 % 120 web.wpi.edu <1 % 121 www.research-collection.ethz.ch <1 % Chakrabarty, Satrajit. "AI-Driven NeuroOncology Imaging Analysis of Intracranial Tumors", Washington University in St. Louis, 2023 <1 % Guang Chen, Xiaohui Duan. "Vision-Based Elderly Fall Detection Algorithm for Mobile Robot", 2021 IEEE 4th International Conference on Electronics Technology (ICET), 2021 <1 % 117 118 Internet Source Publication 119 Publication 122 Internet Source Internet Source Publication 123 Publication Inamdar, Deep. "Towards The Improvement of Hyperspectral Imaging Data: Limitations of the Raster Model and the Development of a Novel Point Cloud Data Format.", McGill University (Canada), 2023 <1 % Iravani, Sahar. "Interpretable Deep Learning Approaches for Biomarker Detection from High-Dimensional Biomedical Data.", Freie Universitaet Berlin (Germany), 2023 <1 % Ratko Grbić, Brando Koch. "Automatic visionbased parking slot detection and occupancy classification", Expert Systems with Applications, 2023 <1 % Saeedimoghaddam, Mahmoud. "Exploring the Effectiveness of the Urban Growth Boundaries in Usa Using the Multifractal Analysis of the Road Intersection Points, a Case Study of Portland, Oregon.", University of Cincinnati, 2020 <1 % 128 openjicareport.jica.go.jp <1 % 129 opus.lib.uts.edu.au <1 % 124 Publication 125 Publication 126 Publication 127 Publication Internet Source Internet Source 130 research.thea.ie <1 % 131 scholarship.claremont.edu <1 % 132 www.jetir.org <1 % 133 www.readkong.com <1 % Davidson, Jason L.. "Multi-Label Classification Computer Vision Models to Measure Online Classroom Engagement", Indiana State University, 2023 <1 % Gc, Sunil. "Integrating High-Throughput Phenotyping, Robotic, and Artificial Intelligence Technologies in Weed Species Identification", North Dakota State University, 2023 <1 % Hangyu Zhu, Libo Sun, Wenhu Qin, Feng Tian. "AG-YOLO: Attention-guided network for realtime object detection", Multimedia Tools and Applications, 2023 <1 % He, Zhijun. "System and algorithm design for varve image analysis system", Proquest, <1 % 134 Internet Source Internet Source Internet Source Internet Source Publication 135 Publication 136 Publication 137 20111109 Publication 138 Messoussi, Oumayma. "Real-Time Vehicle Detection and Tracking from Surveillance Cameras in Urban Scenes", Ecole Polytechnique, Montreal (Canada), 2023 <1 % Mingjun Jiang, Kohei Shimasaki, Shaopeng Hu, Taku Senoo, Idaku Ishii. "A 500-fps Pan-tilt Tracking System with Deep-learning-based Object Detection", IEEE Robotics and Automation Letters, 2021 <1 % Mostafiz Emtiaz, Md Nafis Imtiyaz, Mishuk Majumder, Ipshit Ibne Idris, Roni Mazumder, Md Mafuzur Rahaman. "A Comprehensive Literature Review on Polymer-Modified Asphalt Binder", CivilEng, 2023 <1 % Wu, Rih-Teng. "Development and Application of Big Data Analytics and Artificial Intelligence for Structural Health Monitoring and Metamaterial Design", Purdue University, 2023 <1 % Yang, Zilong. "Automated Building Extraction from Aerial Imagery with Mask R-CNN.", Purdue University, 2023 <1 % Publication 139 Publication 140 Publication 141 Publication 142 Publication 143 arrow.tudublin.ie <1 % 144 depts.washington.edu <1 % 145 edepositireland.ie <1 % 146 faculty.haas.berkeley.edu <1 % 147 ijeecs.iaescore.com <1 % 148 upcommons.upc.edu <1 % 149 uu.diva-portal.org <1 % Şahin, Öykü. "Improving the Performance of Yolo-Based Detection Algorithms for Small Object Detection in Uav-Taken Images", Bilkent Universitesi (Turkey), 2023 <1 % "Pattern Recognition", Springer Science and Business Media LLC, 2021 <1 % "Proceedings of the International Conference on Cognitive and Intelligent Computing", <1 % 150 Internet Source Internet Source Internet Source Internet Source Internet Source Internet Source Internet Source Publication 151 Publication 152 Springer Science and Business Media LLC, 2022 Publication 153 Almerri, Mohammad. "Global Translation of Machine Learning Models to Interpretable Models.", Purdue University, 2023 <1 % Submitted to Cranfield University <1 % Erdman, Lauren. "Deep Transfer Learning Models for Prediction from Ultrasound.", University of Toronto (Canada), 2023 <1 % Guo, Tianqi. "From Seeing Better to Understanding Better: Deep Learning for Modern Computer Vision Applications.", Purdue University, 2023 <1 % Lewis, Steven A.. "Improving Gross Anatomy: Enhancing the Information Content of Cadaveric CT Scans and Models", State University of New York at Buffalo, 2023 <1 % Novosad, Philip. "Accurate and Robust Automated Segmentation in T1-Weighted Magnetic Resonance Imaging of the Human Brain", McGill University (Canada), 2023 <1 % Publication 154 155 Student Paper Publication 156 Publication 157 Publication 158 Publication 159 R. Mainieri, C. Corona, J. Lopez-Saez, M. Stoffel, D. Toe, S. Dupire, N. Eckert, F. Bourrier. "Improved tree-ring sampling strategy enhances the detection of key meteorological drivers of rockfall activity", CATENA, 2021 <1 % Tomohiro Ishii, Edgar Simo-Serra, Satoshi Iizuka, Yoshihiko Mochizuki, Akihiro Sugimoto, Hiroshi Ishikawa, Ryosuke Nakamura. "Detection by classification of buildings in multispectral satellite imagery", 2016 23rd International Conference on Pattern Recognition (ICPR), 2016 <1 % Xiujin Xu, Gengming Zhang, Wenhe Zheng, Anbang Zhao, Yi Zhong, Hongjun Wang. "High-Precision Detection Algorithm for Metal Workpiece Defects Based on Deep Learning", Machines, 2023 <1 % Yassine, Barhoumi. "Efficient Scopeformer: Towards Scalable and Rich Feature Extraction for Intracranial Hemorrhage Detection Using Hybrid Convolution and Vision Transformer Networks", Rowan University, 2023 <1 % Publication 160 Publication 161 Publication 162 Publication academic.oup.com 163 Internet Source <1 % 164 acervodigital.ufpr.br <1 % 165 assets.researchsquare.com <1 % 166 dspace.kuet.ac.bd <1 % 167 eprints-phd.biblio.unitn.it <1 % 168 eprints.nottingham.ac.uk <1 % 169 eprints.ums.edu.my <1 % 170 open.metu.edu.tr <1 % 171 orapp.aut.ac.nz <1 % 172 ouci.dntb.gov.ua <1 % 173 pergamos.lib.uoa.gr <1 % 174 pike.psu.edu <1 % Internet Source Internet Source Internet Source Internet Source Internet Source Internet Source Internet Source Internet Source Internet Source Internet Source Internet Source 175 preview.hindawi.com <1 % 176 uobrep.openrepository.com <1 % 177 v1.overleaf.com <1 % 178 www.gbgplc.com <1 % 179 www.ijeat.org <1 % 180 www.marshfinance.com <1 % 181 www.skoltech.ru <1 % Dinakaran, Ranjith Kumar. "Robust Object Detection in the Wild Via Cascaded DCGAN", University of Northumbria at Newcastle (United Kingdom), 2023 <1 % Sheng Li, Yun Fu. "Robust Representation for Data Analytics", Springer Science and Business Media LLC, 2017 <1 % "Computer Vision – ECCV 2016", Springer Nature, 2016 <1 % 182 Internet Source Internet Source Internet Source Internet Source Internet Source Internet Source Internet Source Publication 183 Publication 184 Publication 185 "Image and Graphics", Springer Science and Business Media LLC, 2021 <1 % Adekanmi Adeyinka Adegun, Serestina Viriri, Jules-Raymond Tapamo. "Review of deep learning methods for remote sensing satellite images classification: experimental survey and comparative analysis", Journal of Big Data, 2023 <1 % Couturier, Andy. "Auto-Localisation De Vehicules Aeriens Autonomes Avec Cameras Monoculaires En Environnements Hostiles", Universite de Moncton (Canada), 2021 <1 % Pablo Ruiz-Ponce, David Ortiz-Perez, Jose Garcia-Rodriguez, Benjamin Kiefer. "POSEIDON: A Data Augmentation Tool for Small Object Detection Datasets in Maritime Environments", Sensors, 2023 <1 % Publication 186 Publication 187 Publication 188 Publication Exclude quotes On Exclude bibliography Off Exclude matches Off