Keyword:Convolutional Neural Network

Publications
Developing Defect Embedded Masonry H-BIM Using Deep Learning-Based Detection and Segmentation Xinyu Tong, Cheng Zhang, Jingyu Zhou and Yiping Dong In:Proceedings of The Sixth International Conference on Civil and Building Engineering Informatics
Image Captioning: A Survey on its methods and Implementation. Thirrunavukkarasu Ramasamy Radhakrishnan, Arun Thangaraju, Aravind Jayakumar, Dharanash Sundaramoorthi and Kishore Gurusamy In:Proceedings of 6th International Conference on Smart Systems and Inventive Technology
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
Design and Evaluation of a Cross-Lingual ML-based Automatic Speech Recognition System Fine-tuned for the Galician Language Iván Froiz-Míguez, Óscar Blanco-Novoa, Paula Fraga-Lamas, Diego Fustes, José Carlos Dafonte Vázquez, Javier Pereira and Tiago M. Fernández-Caramés In:Proceedings of V XoveTIC Conference. XoveTIC 2022
Choroid segmentation in non-EDI OCT images of multiple sclerosis patients Emilio López Varela, M. Noelia Barreira Rodríguez, Nuria Olivier Pascual, Emma Garcia Ben, Sara Rubio Cid and Manuel F. González Penedo In:Proceedings of V XoveTIC Conference. XoveTIC 2022
Automatic Friedman’s Axis placement via the use of deep learning algorithms Clément Daviller, Sandrine V. Polakovic, Alexander T. Greene and Fabrice Bertrand In:Proceedings of The 20th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
A Bucket-Based Data Pre-Processing Method for Encrypted Video Detection Waleed Afandi, Syed Muhammad Ammar Hassan Bukhari, Muhammad Usman Shahid Khan, Tahir Maqsood and Samee U. Khan In:Proceedings of 35th International Conference on Computer Applications in Industry and Engineering
A Deep Learning Approach for Single Shot C-Arm Pose Estimation Hooman Esfandiari, Sebastian Andreß, Maternus Herold, Wolfgang Böcker, Simon Weidert and Antony J Hodgson 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
Convolutional neural net learns promoter sequence features driving transcription strength Nicholas Leiby, Ayaan Hossain and Howard M Salis In:Proceedings of the 12th International Conference on Bioinformatics and Computational Biology
Classification of functional Near Infra Red Signals with Machine Learning for Prediction of Epilepsy Roberto Rosas Romero and Edgar Guevara In:Proceedings of the 12th International Conference on Bioinformatics and Computational Biology
Pavement Crack Detection Using Convolutional Neural Network Alaa Sheta, Hamza Turabieh, Sultan Aljahdali and Abdulaziz Alangari In:Proceedings of 35th International Conference on Computers and Their Applications
Spine Surface Segmentation from Ultrasound Using Multi-feature Guided CNN Ahmed Alsinan, Michael Vives, Vishal Patel and Ilker Hacihaliloglu In:CAOS 2019. The 19th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
Improving 3D Ultrasound Scan Adequacy Classification Using a Three-Slice Convolutional Neural Network Architecture Olivia Paserin, Kishore Mulpuri, Anthony Cooper, Rafeef Abugharbieh and Antony J. Hodgson In:CAOS 2018. The 18th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
Estimation of Pelvic Sagital Inclanation from Anteroposterior Radiograph Using Convolutional Neural Networks: Proof-of-Concept Study Ata Jodeiri, Yoshito Otake, Reza A. Zoroofi, Yuta Hiasa, Masaki Takao, Keisuke Uemura, Nobuhiko Sugano and Yoshinobu Sato In:CAOS 2018. The 18th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
Medical Image Classification Algorithm Based on Frequency Domain Perception Linzheng Huang and Jiaxin Zhou EasyChair Preprint 15872
Research on Financial Portfolio Risk Prediction Model Based on CNN and Image Processing Lei Fu and Shi Ge EasyChair Preprint 15836
A Deep Learning Approach to Forecast Cryptocurrency Prices Shobhit Nigam EasyChair Preprint 15701
A Comparative Study of CNN-Based Feature Extraction and Machine Learning Classifiers for Identification of Tyre Defect Festus Orowho and Olufunke Vincent EasyChair Preprint 15402
IEconformer: a Robust Convolutional Transformer for EEG-based Fatigue Driving Detection Jie Chen, Yipeng Du, Shuyi Kong, Edith C. H. Ngai and Jian Liu EasyChair Preprint 13623
Detection of Tuberculosis Using Convolutional Neural Network Iskender Tologonov, Remudin Reshid Mekuria, Kylychbek Istamov and Mekia Shigute Gaso EasyChair Preprint 13500
Automated Fabric Defect Detection Pushpanjali Sajjanshetti, Chaitanya Patil, Marshal Naik, Ganesh Waghmare and Sudarshan Gaikwad EasyChair Preprint 12723
Handwritten Text Recognition and Digitization System Venna Sri Ajay Vigneshwar Reddy and Kishori Shekokar EasyChair Preprint 12663
Traffic Sign Recognition Using Deep Learning: a Better Way to Safe Driving Rishub Kumar and Shekharesh Barik EasyChair Preprint 12388
Computational Model for Discriminating Defective Photovoltaic Cells in Electroluminescent Images. Alan M. da Rocha, Marcelo M. S. de Souza, Francilândio L. Serafim, Carlos A. R. Fernandes and Ícaro B. Viana EasyChair Preprint 11289
A Deep Learning Based Approach for Classification of Diabetic Retinopathy Astamai Murmu, Prayag Sing and Vineeth Piyush EasyChair Preprint 11196
Can One Deep Model Be Effective in Multiple Domain? a Case Study with Public Datasets Subhra Dutta and Sushil Mandi EasyChair Preprint 11163
Investigating and Importance of Fetal Monitoring Methods and Presenting a New Method According to Convolutional Deep Learning Based on Image Processing to Separate Fetal Heart Signal from Mother Morteza Zilaie, Zohreh Mohammadkhani, Keyvan Azimi Asrari, Sadaf Noghabi and Seyed Reza Talebiyan EasyChair Preprint 11098
Classification of Infrasound Events Based on Multilevel Wavelet Transforms Jiang Yue and Cui YiDong EasyChair Preprint 10907
Introducing Feature Attention Module on Convolutional Neural Network for Diabetic Retinopathy Detection. Susmita Ghosh and Abhiroop Chatterjee EasyChair Preprint 10901
Transfer Learning Using Musical/Non-Musical Mixtures for Multi-Instrument Recognition Hannes Bradl, Markus Huber and Franz Pernkopf EasyChair Preprint 10727
Estimation of Height of a Shape a 2D Image from Its Shadow Using Neural Networks Julian Rene Muñoz Burbano, Pablo Emilio Jojoa Gómez and Fausto Miguel Castro Caicedo EasyChair Preprint 10667
Truck Speed Detection Through Video Streams Zuo Huang, Richard O. Sinnott and Kris Ehinger EasyChair Preprint 10567
Mood-Based Emotional Analysis for Music Recommendation Roshani Raut and Dhruv Goel EasyChair Preprint 10377
Multistream Convolutional Neural Network Fusion for Pixel-wise Classification of Peatland Fahimeh Farahnakian, Luca Zelioli, Timo Pitkänen, Jonne Pohjankukka, Maarit Middleton, Sakari Tuominen, Paavo Nevalainen and Jukka Heikkonen EasyChair Preprint 10353
Towards a Systematic Investigation of Deep Learning Approaches for Bacterial Taxonomic Classification Using the 16S rRNA Gene Yuju Ahn, Robbe Claeys, Moobeom Hong, Jihwan Lim and Inkyun Park EasyChair Preprint 9925
A Review on Novel Approach for Skin Cancer Detection M. Gaikwad, Vinay Keswani, Rushikesh Zope, Harsha Khadgi, Parag Gautam, Pragati Wankhede and Himani Hedaoo EasyChair Preprint 9846
Detecting Bone Tumor on Applying Edge Computational Deep Learning Approach G Megala, P Swarnalatha and R Venkatesan EasyChair Preprint 9627
Recognition of Handwritten Numbers Using Machine Learning and Deep Learning M Surekha, Riya Goyal, Ritika Sahu and Sumeet Singh EasyChair Preprint 9553
Performance Analysis of Machine Learning Algorithms for COVID-19 Detection Anuradha D. Thakare, Pranjali G. Gulhane, Shruti M. Chaudhari and Hemant Baradkar EasyChair Preprint 9496
Bayesian Optimization of Convolutional Neural Networks for Categorizing the Height and Nonregularities of Low to Mid-Rise Buildings in Google Street View Paolo Giancarlo Guzman, Diocel Harold Aquino, Ammiel Mac Barros and Karlo Daniel Colegio EasyChair Preprint 9289
A Comprehensive Investigation into the Application of Convolutional Neural Networks (ConvNet/CNN) in Smart Grids Rituraj Rituraj and Diana Ecker EasyChair Preprint 9269
Anomaly Detection in Red Reflex Images Using Deep Learning Approaches Setnipat Kriangsakdachai, Srisupa Palakvangsa Na Ayudhya, Worapan Kusakunniran, Wongchanok Devakula Na Ayudhya, Chayapon Chantrasagul, Rungsimun Manasboonpermpool, Kanchalika Sathianvichitr, Prapasson Sangsre and Thammanoon Surachatkumtonekul EasyChair Preprint 9244
Enhancement of Anomaly Detection Using Two-Stage Anomlay Segmentation Model Rizwan Ali Shah and HyungWon Kim EasyChair Preprint 9172
Early Detection of Acromegaly Using a Novel Convolutional Neural Network Anish Leekkala and Ukash Nakarmi EasyChair Preprint 8740
EEG Classification Algorithm of Motor Imagery Based on CNN-Transformer Fusion Network Haofeng Liu, Yuefeng Liu, Yue Wang, Bo Liu and Xiang Bao EasyChair Preprint 8406
Improving Accuracy of Recommendation Systems with Deep Learning Models Geetanjali Tyagi and Susmita Ray EasyChair Preprint 8399
Performance Evaluation of Middle Block Convolutional Regularization Algorithm on CNN Architecture Sanusi Abu and Fatma Susiluwati Mohd EasyChair Preprint 8355
Real Time Face Detection and Identification from Video Sequences Combining LBP Algorithm and Convolutional Neural Network Zouhair Mbarki, Besma Miladi, Chiraz Jabeur Seddik, Maryem Fadhly and Hassene Seddik EasyChair Preprint 8231
Sign Language Recognition System Akriti Goyal, Deepanshu Dhar, Paras Nair, Chirag Saini, Chetana Prakash and S M Supreetha EasyChair Preprint 8133
Abnormal Acitivity Detection Using CNN Method Balbhim Lanke and Zarinabegam Mundargi EasyChair Preprint 8060
Acoustic Scene Analysis and Classification Using Densenet Convolutional Neural Network Samyak Doshi, Tushar Patidar, Shubhankar Gautam and Rajkishor Kumar EasyChair Preprint 8056
Abnormal Acitivity Detection Using CNN Method Balbhim Lanke and Zarinabegam Mundargi EasyChair Preprint 8020
Efficient Deep Learning Methods for Identification of Defective Casting Products Bharath Kumar Bolla, Mohan Kingam and Sabeesh Ethiraj EasyChair Preprint 7904
Revisiting Facial Key Point Detection - an Efficient Approach Using Deep Neural Networks Prathima Dileep, Bharath Bolla and Sabeesh Ethiraj EasyChair Preprint 7903
Image Modification Using Deep Neural Cellular Automata Kaushal Gore, Chinmay Kokate, Sanskar Kothari, Koustubh Soman and Saurav Kamtalwar EasyChair Preprint 7692
Occluded Facial Recognition for Surviellance Using Deep Learning Hameed Moqbel and Murali Parameswaran EasyChair Preprint 7585
Classification Methods to Improve Performance in Breast Cancer Screening Snehal Mane and Vandana Jagtap EasyChair Preprint 7477
Real Time Human Activity Recognition with Video Classification S Janhavi and Chandra Sekhar Malepati EasyChair Preprint 7377
Object Detection on Dental X-ray Images Using Region Based Convolutional Neural Networks Rakib Hossen, Minhazul Arefin and Mohammed Nasir Uddin EasyChair Preprint 7359
A Review on Smart Attendance Monitoring System Using Deep Learning Approach Karan Gadodiya, Ishita Koradia, Sayali Patil, Vaibhav Kotecha and Aniket Shahade EasyChair Preprint 7356
Fruit Recognition and Classification Using Deep Learning (Case Study Date Plant) Maryam Talkhabi, Mahboobeh Shamsi and Majid Aghaei EasyChair Preprint 7292
Fuzzy-Cognitive Maps for Forecasting of Socio-Economic Indicators Alexey Averkin and Sergey Yarushev EasyChair Preprint 7216
Tongue Colour Diagnosis System Using Convolutional Neural Network Yi Chen Tan, M. Shahrizal Rusli, Nur Diyana Kamarudin, Ab Al-Hadi Ab Rahman, Usman Ullah Sheikh, Michael Tan Loong Peng and Mohd Ibrahim Shapiai EasyChair Preprint 6908
Investigating the Effects of Pre-Trained BERT to Improve Sparse Data Recommender Systems Nguyen Huy Xuan, Le Minh Nguyen and Long H. Trieu EasyChair Preprint 6743
Multiple Face Analysis and Liveness Detection Using CNN Logeswari Saranya and K Umamaheswari EasyChair Preprint 6547
Wi-Fi-Based Human Activity Recognition Using Convolutional Neural Network Muhammad Muaaz, Ali Chelli and Matthias Pätzold EasyChair Preprint 6273
Face Mask Detection Deena Nath EasyChair Preprint 5976
Multi-Scale Feature Fusion: Learning Better Semantic Segmentation for Road Pothole Detection Jiahe Fan, Mohammud J. Bocus, Brett Hosking, Rigen Wu, Yanan Liu, Sergey Vityazev and Rui Fan EasyChair Preprint 5758
Speech Emotion Recognition: Sentiment Analysis on Speaker Specific Speech Data Aditya Kulgod, Shubham Shinde and Chinmay Phadke EasyChair Preprint 5592
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
Extraction of Flow Features for Predicting Pressure Distribution Using Convolutional Neural Networks Prince Tyagi, Priyam Gupta and Raj Kumar Singh EasyChair Preprint 5534
Human Activity Recognition Based on Gramian Angular Field and Convolutional Neural Network Wan-Yi Hsieh and Jui-Chung Hung EasyChair Preprint 5347
Comparison of Two Convolutional Neural Network Models for Automated Classification of Brain Cancer Types Muhammad Shofi Fuad, Choirul Anam, Kusworo Adi and Geoff Dougherty EasyChair Preprint 4721
Deep belief Convolutional Neural Network with Artificial Image Creation by GANs Based Diagnosis of Pneumonia in Radiological Samples of the Pectoralis Major Tathagat Banerjee, Dhruv Batta, Aditya Jain, S Karthikeyan, M Himanshu and Hari Kishan EasyChair Preprint 4696
Particle Swarm Optimization of Convolutional Neural Networks for Human Activity Prediction Preethi Gunishetty Devarakonda and Bojan Božić EasyChair Preprint 4657
Knee Images Classification Using Transfer Learning Kamel Rahouma and Ahmed Salama EasyChair Preprint 4588
An Extensive Survey of Machine Learning Based Approaches on Automated Pathology Detection in Chest X-Rays Ravidu Suien Rammuni Silva and Pumudu Fernando EasyChair Preprint 4478
Analysis of Commercial Drone Sounds and Its Identification Sinwoo Yoo and Hyukjun Oh EasyChair Preprint 4168
Image Processing Failure and Deep Learning Success in Lawn Measure Jessie Wilkins, Vu Nguyen and Bahareh Rahmani EasyChair Preprint 3831
An AI-based Visual Attention Model for Vehicle Make and Model Recognition Xiren Ma and Azzedine Boukerche EasyChair Preprint 3787
Transfer Learning Based Fruits Image Segmentation for Fruit-picking Robots Yongfu He, Fangfang Pan, Baoyu Wang, Ziqing Teng and Jianhua Wu EasyChair Preprint 3249
Deep Learning Based Car Damage Classification and Detection Hashmat Shadab Malik, Mahavir Dwivedi, S. N. Omakar, Satya Ranjan Samal, Aditya Rathi, Edgar Bosco Monis, Bharat Khanna and Ayush Tiwari EasyChair Preprint 3008
An Automated Detection of Diabetic Retinopathy Using Convolutional Neural Network in ResNet-50 Susmita Mishra, M Manikandan and R Nikhil Raj EasyChair Preprint 3002
Cervical Cancer Prediction and Classification using deep learning Abdul Affiya, Gopalakrishnan Aiswarya, Gopalraj Brindha and S. Selvaraj EasyChair Preprint 2852
Face Anti-Spoofing Detection Using Least Square Weight Fusion of Channel-Based Feature Classifiers Xiaoning Song, Qiqun Wu, Dongjun Yu, Guosheng Hu and Xiaojun Wu EasyChair Preprint 2701
In-Plane Rotation-Aware Monocular Depth Estimation using SLAM Yuki Saito, Ryo Hachiuma, Masahiro Yamaguchi and Hideo Saito EasyChair Preprint 2636
Mental Health Detection from Speech Signal: A Convolution Neural Networks Approach Haizhen An, Xiaoyong Lu, Renjun Li, Daimin Shi, Jingyi Yuan and Tao Pan EasyChair Preprint 2371
Convolutional Neural Network Based Flood Detection Using Remote sensing images C. Thirumarai Selvi and S. Kalieswari EasyChair Preprint 2235
Clinical evaluation of deep learning methods for brain tumor contouring Alexandra Dalechina, Egor Krivov, Mikhail Belyaev, Valery Kostjuchenko, Boris Shirokikh, Aleksey Shevtsov, Andrey Golanov, Mikhail Galkin, Amayak Durgaryan and Ivan Osinov EasyChair Preprint 2103
Automatic Detection of Riots Using Deep Learning Mayur Jadhav, V. A. Chakkarwar and Sharvari Tamne EasyChair Preprint 1976
Improve Image Classication by Convolutional Network on Cambricon Peng He, Ge Chen, Kai Deng, Ping Yao and Li Fu EasyChair Preprint 1831
Deep Learning based Fourier Spectrum Sampling Strategy for Improving Performance of Imaging Kaiyu Zhang, Jie Cao, Lei Yan, Fanghua Zhang and Qun Hao EasyChair Preprint 1476
DCASE 2019 Challenge: Audio Tagging with Noisy Labels and the Effect of Model Architecture Maxim Shugaev, Lehan Yang, Theo Viel and Khoi Nguyen EasyChair Preprint 1274
Convolutional Neural Network Behavioral Cloning in Self-Driving Haolong Fu, Jin Zhao and Axing Xi EasyChair Preprint 948
A Oil Painting Style Migration Algorithm Based on Convolutional Neural Network Jiang Min, Sheng Ran, Zhu De, Duan Yunsheng, Li Fangfang and Sun Dong EasyChair Preprint 919
Detecting Toxic Content Online and the Effect of Training Data on Classification Performance Zhixue Zhao, Ziqi Zhang and Frank Hopfgartner EasyChair Preprint 872
Image Super-Resolution Reconstruction Method Based on Global and Local Residual Learning Jingru Hou, Yujuan Si and Liangliang Li EasyChair Preprint 694
Opcode and Gray Scale Techniques for Classification of Malware Binaries Rajesh Kumar and Riaz Ullah Khan EasyChair Preprint 641
CNN-based Classification of Illustrator Style in Graphic Novels: Which Features Contribute Most? Jochen Laubrock and David Dubray EasyChair Preprint 557
Intelligent Question Answering Model Based on CN-BiLSTM Chengfei Li, Li Liu, Fan Jiang and Yongzhao Yu EasyChair Preprint 130