Keyword:Convolutional Neural Network

Papers
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 no. 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 no. 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 no. 9846
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
Detecting Bone Tumor on Applying Edge Computational Deep Learning Approach G Megala, P Swarnalatha and R Venkatesan EasyChair Preprint no. 9627
Recognition of Handwritten Numbers Using Machine Learning and Deep Learning M Surekha, Riya Goyal, Ritika Sahu and Sumeet Singh EasyChair Preprint no. 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 no. 9496
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
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 no. 9289
A Comprehensive Investigation into the Application of Convolutional Neural Networks (ConvNet/CNN) in Smart Grids Rituraj Rituraj and Diana Ecker EasyChair Preprint no. 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 no. 9244
Enhancement of Anomaly Detection Using Two-Stage Anomlay Segmentation Model Rizwan Ali Shah and HyungWon Kim EasyChair Preprint no. 9172
Early Detection of Acromegaly Using a Novel Convolutional Neural Network Anish Leekkala and Ukash Nakarmi EasyChair Preprint no. 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 no. 8406
Improving Accuracy of Recommendation Systems with Deep Learning Models Geetanjali Tyagi and Susmita Ray EasyChair Preprint no. 8399
Performance Evaluation of Middle Block Convolutional Regularization Algorithm on CNN Architecture Sanusi Abu and Fatma Susiluwati Mohd EasyChair Preprint no. 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 no. 8231
Sign Language Recognition System Akriti Goyal, Deepanshu Dhar, Paras Nair, Chirag Saini, Chetana Prakash and S M Supreetha EasyChair Preprint no. 8133
Abnormal Acitivity Detection Using CNN Method Balbhim Lanke and Zarinabegam Mundargi EasyChair Preprint no. 8060
Acoustic Scene Analysis and Classification Using Densenet Convolutional Neural Network Samyak Doshi, Tushar Patidar, Shubhankar Gautam and Rajkishor Kumar EasyChair Preprint no. 8056
Abnormal Acitivity Detection Using CNN Method Balbhim Lanke and Zarinabegam Mundargi EasyChair Preprint no. 8020
Efficient Deep Learning Methods for Identification of Defective Casting Products Bharath Kumar Bolla, Mohan Kingam and E Sabeesh EasyChair Preprint no. 7904
Revisiting Facial Key Point Detection - an Efficient Approach Using Deep Neural Networks Prathima Dileep, Bharath Kumar Bolla and E Sabeesh EasyChair Preprint no. 7903
Image Modification Using Deep Neural Cellular Automata Kaushal Gore, Chinmay Kokate, Sanskar Kothari, Koustubh Soman and Saurav Kamtalwar EasyChair Preprint no. 7692
Occluded Facial Recognition for Surviellance Using Deep Learning Hameed Moqbel and Murali Parameswaran EasyChair Preprint no. 7585
Classification Methods to Improve Performance in Breast Cancer Screening Snehal Mane and Vandana Jagtap EasyChair Preprint no. 7477
Real Time Human Activity Recognition with Video Classification S Janhavi and Chandra Sekhar Malepati EasyChair Preprint no. 7377
Object Detection on Dental X-ray Images Using Region Based Convolutional Neural Networks Rakib Hossen, Minhazul Arefin and Mohammed Nasir Uddin EasyChair Preprint no. 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 no. 7356
Fruit Recognition and Classification Using Deep Learning (Case Study Date Plant) Maryam Talkhabi, Mahboobeh Shamsi and Majid Aghaei EasyChair Preprint no. 7292
Fuzzy-Cognitive Maps for Forecasting of Socio-Economic Indicators Alexey Averkin and Sergey Yarushev EasyChair Preprint no. 7216
Tongue Colour Diagnosis System Using Convolutional Neural Network Yi Chen Tan, Mohd Shahrizal Rusli, Nur Diyana Kamarudin, Ab Al-Hadi Ab Rahman, Usman Ullah Sheikh, Michael Tan Loong Peng and Mohd Ibrahim Shapiai EasyChair Preprint no. 6908
Investigating the Effects of Pre-Trained BERT to Improve Sparse Data Recommender Systems Nguyen Huy Xuan, Nguyen Le Minh and Long H. Trieu EasyChair Preprint no. 6743
Multiple Face Analysis and Liveness Detection Using CNN Logeswari Saranya and K Umamaheswari EasyChair Preprint no. 6547
Wi-Fi-Based Human Activity Recognition Using Convolutional Neural Network Muhammad Muaaz, Ali Chelli and Matthias Pätzold EasyChair Preprint no. 6273
Face Mask Detection Deena Nath EasyChair Preprint no. 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 no. 5758
Speech Emotion Recognition: Sentiment Analysis on Speaker Specific Speech Data Aditya Kulgod, Shubham Shinde and Chinmay Phadke EasyChair Preprint no. 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 no. 5569
Extraction of Flow Features for Predicting Pressure Distribution Using Convolutional Neural Networks Prince Tyagi, Priyam Gupta and Raj Kumar Singh EasyChair Preprint no. 5534
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 no. 4696
Human Activity Recognition Based on Gramian Angular Field and Convolutional Neural Network Wan-Yi Hsieh and Jui-Chung Hung EasyChair Preprint no. 5347
Automatic Detection of Riots Using Deep Learning Mayur Jadhav, V. A. Chakkarwar and Sharvari Tamne EasyChair Preprint no. 1976
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 no. 4721
Particle Swarm Optimization of Convolutional Neural Networks for Human Activity Prediction Preethi Gunishetty Devarakonda and Bojan Božić EasyChair Preprint no. 4657
Knee Images Classification Using Transfer Learning Kamel Rahouma and Ahmed Salama EasyChair Preprint no. 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 no. 4478
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
A Deep Learning Approach for Single Shot C-Arm Pose Estimation Hooman Esfandiari, Sebastian Andress, Maternus Herold, Wolfgang Boecker, Simon Weidert and Antony J. Hodgson In:CAOS 2020. The 20th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
Analysis of Commercial Drone Sounds and Its Identification Sinwoo Yoo and Hyukjun Oh EasyChair Preprint no. 4168
Image Processing Failure and Deep Learning Success in Lawn Measure Jessie Wilkins, Vu Nguyen and Bahareh Rahmani EasyChair Preprint no. 3831
An AI-based Visual Attention Model for Vehicle Make and Model Recognition Xiren Ma and Azzedine Boukerche EasyChair Preprint no. 3787
Transfer Learning Based Fruits Image Segmentation for Fruit-picking Robots Yongfu He, Fangfang Pan, Baoyu Wang, Ziqing Teng and Jianhua Wu EasyChair Preprint no. 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 no. 3008
An Automated Detection of Diabetic Retinopathy Using Convolutional Neural Network in ResNet-50 Susmita Mishra, M Manikandan and R Nikhil Raj EasyChair Preprint no. 3002
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
Cervical Cancer Prediction and Classification using deep learning Abdul Affiya, Gopalakrishnan Aiswarya, Gopalraj Brindha and S. Selvaraj EasyChair Preprint no. 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 no. 2701
In-Plane Rotation-Aware Monocular Depth Estimation using SLAM Yuki Saito, Ryo Hachiuma, Masahiro Yamaguchi and Hideo Saito EasyChair Preprint no. 2636
Mental Health Detection from Speech Signal: A Convolution Neural Networks Approach Haizhen An, Xiaoyong Lu, Renjun Li, Daimin Shi, Jingyi Yuan and Pan Tao EasyChair Preprint no. 2371
Convolutional Neural Network Based Flood Detection Using Remote sensing images C. Thirumarai Selvi and S. Kalieswari EasyChair Preprint no. 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 no. 2103
Improve Image Classication by Convolutional Network on Cambricon Peng He, Ge Chen, Kai Deng, Ping Yao and Li Fu EasyChair Preprint no. 1831
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
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 no. 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 no. 1274
Convolutional Neural Network Behavioral Cloning in Self-Driving Haolong Fu, Jin Zhao and Axing Xi EasyChair Preprint no. 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 no. 919
Detecting Toxic Content Online and the Effect of Training Data on Classification Performance Zhixue Zhao, Ziqi Zhang and Frank Hopfgartner EasyChair Preprint no. 872
Image Super-Resolution Reconstruction Method Based on Global and Local Residual Learning Jingru Hou, Yujuan Si and Liangliang Li EasyChair Preprint no. 694
Opcode and Gray Scale Techniques for Classification of Malware Binaries Rajesh Kumar and Riaz Ullah Khan EasyChair Preprint no. 641
CNN-based Classification of Illustrator Style in Graphic Novels: Which Features Contribute Most? Jochen Laubrock and David Dubray EasyChair Preprint no. 557
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
Intelligent Question Answering Model Based on CN-BiLSTM Chengfei Li, Li Liu, Fan Jiang and Yongzhao Yu EasyChair Preprint no. 130