Keyword:CNN

Publications
Evaluation of FPGA Acceleration of Neural Networks Emil Stevnsborg, Sture Oksholm, Carl-Johannes Johnsen and James Emil Avery In:Proceedings of 2023 Concurrent Processes Architectures and Embedded Systems Hybrid Virtual Conference
Classifying Protein Families with Learned Compressed Representations Ramin Dehghanpoor, Fatemeh Afrasiabi, Charles Fogel, Tung Dao, Suman Gautam, Aanab Nehela, Ahmad Nehela, Daniel Haehn and Nurit Haspel In:Proceedings of International Conference on Bioinformatics and Computational Biology (BICOB-2023)
Comparison of ensemble-combination approaches in an automatic sleep staging inter-database generalization task Adriana Anido Alonso and Diego Alvarez Estévez In:Proceedings of V XoveTIC Conference. XoveTIC 2022
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
Transformer vs. CNN – A Comparison on Knee Segmentation in Ultrasound Images Peter Brößner, Benjamin Hohlmann and Klaus Radermacher In:Proceedings of The 20th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
Robust Facial Recognition for Occlusions using Facial Landmarks Kyle Johnston and Mkhuseli Ngxande In:Proceedings of 43rd Conference of the South African Institute of Computer Scientists and Information Technologists
A Review of CNN on Medical Imaging to Diagnose COVID-19 Infections Samuel Clark, Ehsan Kamalinejad, Christian Magpantay, Suritaneil Sahota, Jiaofei Zhong and Yanke Hu In:Proceedings of ISCA 34th International Conference on Computer Applications in Industry and Engineering
Estimating the Concentration of Students from Time Series Images Hoang Son Nguyen, Yu Takahata, Masaaki Goto, Tetsuo Tanaka, Akihiko Ohsuga and Kazunori Matsumoto In:Proceedings of 35th International Conference on Computers and Their Applications
Colorectal Cancer Outcome Prediction from H&E Whole Slide Images using Machine Learning and Automatically Inferred Phenotype Profiles Xingzhi Yue, Neofytos Dimitriou, Peter Caie, David Harrison and Ognjen Arandjelovic In:Proceedings of 11th International Conference on Bioinformatics and Computational Biology
Trustworthiness Evaluation of Deep Learning Accelerators Using UVM-based Verification with Error Injection Randa Aboudeif, Tasneem A. Awaad, Mohamed Abdelsalam and Yehea Ismail EasyChair Preprint 15357
"Hybrid Supervised Learning Models for Enhanced Accuracy in Renewable Energy Forecasting: Integrating Traditional and Deep Learning Techniques" Adeoye Qudus EasyChair Preprint 14451
Auditory Aid for Understanding Images for Visually Impaired Students Using CNN and LSTM Aashna Arun and Apurvanand Sahay EasyChair Preprint 13897
Evaluating ResNet Acrchtectures for Brain Tumor Classification Based on MRI Images Szymon Kruszyk, Damian Ledziński and Sandra Śmigiel EasyChair Preprint 13622
Skin Cancer Detection Using Deep Learning P Siva Prasad, Sk Sham Riyaz, Ch Abhishek Vardhan and K Praveen Kumar EasyChair Preprint 13262
Intrusion Detection System Using Hybrid Model Imen Chebbi, Ahlem Ben Younes and Leila Ben Ayed EasyChair Preprint 13245
Detection of Malaria Using CNN and Deep learning Manipal Reddy, Bhargav Ram, Krishna Chaitanya and Simhadri Reddy EasyChair Preprint 12791
Disease Dectection in Leafs Using ML Narsimha Reddy Karna, Vishal Reddy Gaddam, Mahesh Kasthuri, Naresh Dodda and Shivangi Gandhi EasyChair Preprint 12734
Farm Care Using ML Raghu Nadh Reddy Gali, Rana Pratap Makineni, Srija Gonela and Pradeepthi Dirisala EasyChair Preprint 12549
Rare Sound Detection Using GUI Based Python Software, “echoNet” Nitesh Kumar, Pratham Gandhi, Neeraj Kumar and Garvit Saini EasyChair Preprint 12545
Time Series Analysis and Predictions of Stock Market Data Using Deep Learning Techniques Chintalacheruvu V N Bharadwaj and Dhaval Nimavat EasyChair Preprint 12464
Detection Disease Tomato Using Cnn Youssef Laatiri, Mahjoub Mohamed and Karim Kalti EasyChair Preprint 11622
Deep Learning for MRI-Based Brain Tumor Identification and Classification D Jareena Begum, Sp. Chokkalingam and B. Sundaravadivazhagan EasyChair Preprint 11544
Disease Detection in Cotton Plants Using Deep Learning G Valarmathy, N Umapathi, S S Komagal, R Nivedha and S Rajeswari EasyChair Preprint 11525
Evaluation of Machine Learning Algorithm for Copy Move Forgery Detection Vijay Bharti Punia and Rohini Goel EasyChair Preprint 11523
Decoding Diabetic Retinopathy: a Visionary Diagnosis Approach S P Jagrit, Ankit Murarka and A Saranya EasyChair Preprint 11355
NLP Metrics Suitable for Various Categories of Image Captions B Kezia Rani, Prajwal Reddy Dornala and Sravani Golla EasyChair Preprint 10803
Recognition and Semantic Information Extraction for Map Based on Deep Learning Yong Wang, Kaixuan Du, Xianghong Che, Ruiyuan Ma and Fu Ren EasyChair Preprint 10633
A Deep Learning Model for Soybean Yield Prediction Sindhu Yadulla, Shashi Vardhan Yasa and Nithin Pothu EasyChair Preprint 10612
A Transfer Learning Based Approach for Sunspot Detection Channabasava Chola, J V Biabl Benifa, Abdullah Y Muaad, Md Belal Bin Heyat, Hanumanthappa Jayappa Davanagere, Mohammed Al-Sarem, Abdulrahman Alqaraf and Bouchaib Cherradi EasyChair Preprint 10608
Traffic Density Monitoring Using Tensorflow Akshantula Neha, M Raghavi, M Madhurashree, M M Ranjitha and V K Annapurna EasyChair Preprint 10596
A Review on Image Forgery Detection Techniques Using Machine Learning Yogesh Kumar, Ravi Kumar, Roshan Kumar, Rahul Kumawat, Nikhil Soren, Sachin Kumar Jangir and Tarun Singh EasyChair Preprint 10580
A Deep Learning Model for Human Blood Cells Classification M Pramodha, S Ansith, J V Bibal Benifa, Mohammed Al-Sarem, Hanumanthappa Jayappa Davanagere, A A Bini, Emmanuel Ndagijimana, Faisal Saeed, Md Belal Bin Heyat, Abdulrahman Alqaraf, Abdullah Y Muaad and Channabasava Chola EasyChair Preprint 10561
Image Restoration using Deep Learning Techniques: a Dataset Free Approach Abhinav Bhogavalli, Harsha Vardhan Chintamaneni, Purandhar Tatarao Adigarla and Suma Kamalesh Gandhimathi EasyChair Preprint 10491
Automated and Large-Scale Liver Segmentation Using Deep Learning: a Promising Approach for Accurate Diagnosis Hesham Mostafa EasyChair Preprint 10485
A Sentiment Classification Model Based on Deep Learning and Two Level Stacking SVM Fei He, Baozhong He, Can Wu and Maobao Yang EasyChair Preprint 10467
Smart Waste Management System Using Machine Learning Shivam Shivam Sharma, Utkarsh Dwivedi and Veenu Singh EasyChair Preprint 10314
Image Steganography Using CNN Ritweek Raj, Aayush Gupta and Siva G Shanmugam EasyChair Preprint 10240
Skin Disease Classification Using Image Analysis Paramjeet Singh, Ardhendhu Neogi, Nipun Sharma and Tarun Maini EasyChair Preprint 10128
Facial Recognition with Emotion Tracking Using CNN Richa Sharma, Gaurav Mukherjee and Mogalapu Chinmai Siva Pavan EasyChair Preprint 10107
Fashion Recommendation System Harishankar Yadav, Pradhuman Sharma, Alemnge Nadine and Amit Kumar EasyChair Preprint 10013
Interest Rate Analyzer Using Deep Learning Model T Hemanthkumar and M Kavitha EasyChair Preprint 10005
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
Sign Language Detection Using Deep Learning G. Sreenivasulu and Srilatha Kadari EasyChair Preprint 9775
ORPN Algorithm to Diagnosis and Detect Plant Diseases Based on Image Segmentation Using Machine Learning Techniques Rajesh Kanna Rajendran and Mohana Priya Thiruvengadam EasyChair Preprint 9760
Fruits Fresh and Rotten Detection Using CNN & Transfer Learning G Anitha and P Thiruvannamalai Shivashankar EasyChair Preprint 9705
Sentiment Analysis of Local Community on G20 Performance in Indonesia Using the CNN Deep Learning Algorithm Hilda Nuraliza, Kusumah Anggraito, Juan Ryanto, Rizka Putri Wahyuni and Muharman Lubis EasyChair Preprint 9693
Encrypted Network Traffic Classification and Feature Selection by Ensemble of CNN and TLBO Meta-Heuristic Algorithm Kr Harinath and G Kishorekumar EasyChair Preprint 9690
A Review of Deep Neural Networkbased Uncertainty Quantification Methods for the Classification of Breast Cancer Agha Salman Haider, Alighazi Siddiqui, Md Imran Alam, Felipe de Castro Dantas Sales, Shams Tabrez Siddiqui, V Vijayabhaskar, Ranju Lal and Harpreet Kaur EasyChair Preprint 9686
Certain Investigations in Hand Gesture Recognition - a Survey M Madhushree, Pravinth Raja and Sin Thuja EasyChair Preprint 9680
Deep Learning Based Smart Traffic Management System Md Masoom Anwar, Mohamed Salim and Md Anash EasyChair Preprint 9634
Clustering of High Frequency Oscillations HFO in Epilepsy Using Pretrained Neural Networks Zayneb Sadek, Abir Hadriche and Nawel Jmail EasyChair Preprint 9167
Hierarchical Classification Technique for Identifying Anomalous Trends in Bridge Monitoring Data Patterns Hongyang He EasyChair Preprint 9035
Offline Fraud Signature and Real Signature Classification Using Deep Convolutional Networks Tuba Talo and Ahmet Çınar EasyChair Preprint 8863
A Comparative Study on the Recognition of English and Arabic Handwritten Digits Based on the Combination of Transfer Learning and Classifier Bashar Al-Saffar, Amjed R. Al-Abbas and Selma Ayşe Özel EasyChair Preprint 8785
Building Detection from Ortho Images Using Digital Elevation Maps Shunsuke Konagai, Naoto Abe, Masakatsu Aoki and Jun Shimamura EasyChair Preprint 8610
Smart Customer Care: Scraping Social Media to Predict Customer Satisfaction in Egypt Using Machine Learning Models Mohamed Anwar, Karim Omar, Ahmed Abbas, Fakhreldin Abdelmonim, Mohamed Refaie, Walaa Medhat, Aly Abdelrazek, Yomna Eid and Eman Gawish EasyChair Preprint 8562
Real Time Object Detection System with YOLO and CNN Models: a Review V Viswanatha, R K Chandana and A.C Ramachandra EasyChair Preprint 8496
Multi-Label Text Analysis with GRU and CNN Based Hybrid Deep Learning Model Halit Çetiner EasyChair Preprint 8449
Segmentation of Glioma Tumours Using Deep CNN Architecture V Vinamraa, Th Sandeep and K Nayana EasyChair Preprint 8397
Real-Time Facial Emotion Recognition for Visualization Systems Ceren Ozkara and Pınar Oğuz Ekim EasyChair Preprint 8395
Design and Develop Deep Learning Based Algorithm for Diagnosis and Treatment of Covid -19 Patients Sonali Wategaonkar and Rashmi M. Ashtagi EasyChair Preprint 8057
Acoustic Scene Analysis and Classification Using Densenet Convolutional Neural Network Samyak Doshi, Tushar Patidar, Shubhankar Gautam and Rajkishor Kumar EasyChair Preprint 8056
Driver Drowsiness Detection System Using Machine Learning Dushyant Parashar and Abhishek Jadaun EasyChair Preprint 8010
Revisiting Facial Key Point Detection - an Efficient Approach Using Deep Neural Networks Prathima Dileep, Bharath Bolla and Sabeesh Ethiraj EasyChair Preprint 7903
Customized Deep Learning Technique for Vehicle Detection Along with Speed Estimation Benjamin Tamang, Sanskar Poudel, Sagar Bhandari, Bipin Damase and Sagar Pande EasyChair Preprint 7851
Remote Sensing Image Fusion Using Sparse Representation and Deep CNN Naluguru Udaya Kumar, Ayan Das Gupta, Syed Basha Shaik, Anooja B, Bhasker Pant and Jayaram Ramesh EasyChair Preprint 7842
A Nobel Approach to Identify the Rainfall Prediction Using Deep Convolutional Neural Networks Algorithm Prachi Desai, Ankita Gandhi and Mittali Acharya EasyChair Preprint 7684
Retinal Image Processing Using Neural Networks with Deep Learning M Santhosh Kumar, V Maria Anu and M Shiva EasyChair Preprint 7580
Diabetic Retinopathy Detection Nischit Patel, Kevin Patel, Kunj Patel and Suvarna Pansambal EasyChair Preprint 7554
Smart Attendance System Using Deep Learning Atharva Amrapurkar, Pratik Parbat and Vandana Jagtap EasyChair Preprint 7441
AI-DOC: a Mini Healthcare Assistant for the Digital World Abhishek Parashar, Yukti Mohan and Sayoni Ghosh EasyChair Preprint 7367
Classification of Astronomical Bodies by Efficient Layer Fine-Tuning of Deep Neural Networks E Sabeesh and Bharath Kumar Bolla EasyChair Preprint 7320
Face Recognition Security System Vinayak Khandelwal, Varnika Verma and P. Renuka Devi EasyChair Preprint 7297
A Review of Research on Detection and Evaluation of Rail Surface Defects Lei Kou EasyChair Preprint 7244
To Enhancing the Agricultural Sector by Using IOT Enabled CNN Techniques R Archana EasyChair Preprint 7169
Hand Gesture Based Control Interface for Smartphones Shubham Pandey and Abir Karmakar EasyChair Preprint 7114
A Self-Attention Based Model for Offline Handwritten Text Recognition Nam Tuan Ly, Trung Tan Ngo and Masaki Nakagawa EasyChair Preprint 7037
Face Mask Detection Using Convolutional Neural Network (CNN) Udit Upadhyay, Bhawna Rudra and Udit Upadhyay EasyChair Preprint 6987
Online Smartest Coding Community Platform Used by College Students Using Deep Learning Madhura Kalbhor, Lalit Shirsath, Rushikesh Thorat, Pratik Athawale and Sagar Shirke EasyChair Preprint 6927
Deep Tiling: Texture Tile Synthesis Using a Constant Space Deep Learning Approach Vasileios Toulatzis and Ioannis Fudos EasyChair Preprint 6790
Emotion Recognition of EEG Signals Using Wavelet Filter and Convolutional Neural Networks Rofiqoh Hadiyan Dien Haqque, Esmeralda Contessa Djamal and Arlisa Wulandari EasyChair Preprint 6623
CNN Based Automated Land Use Classification from Remotely Sensed Images S Preethi, C J Pravenkumar, K P Rahul, K Ramanath, R Ramyea and A Arun Prakash EasyChair Preprint 6613
Towards Flexible and Compiler-Friendly Layer Fusion for CNNs on Multicore CPUs Zhongyi Lin, Evangelos Georganas and John D. Owens EasyChair Preprint 6346
Diagnosing COVID-19 of Lung CT Scan by Using Convolution Neural Network Mustafa Khalaf Hashem and Ahmed Saleem Abbas EasyChair Preprint 6112
Twitter Sentiment Analysis Vedurumudi Priyanka EasyChair Preprint 6065
MRI image analysis with deep learning methods in brain tumor diagnosis Yasin Kırelli, Seher Arslankaya and Pelin Alcan EasyChair Preprint 6023
Face Mask Attendance System Based on Image Recognition S Vignesh, A Sriram, G Venkatesan and A Usha EasyChair Preprint 5541
Detection of Objects Through Hierarchical Version of Fast Region-Based Convolutional Neural Networks Arindam Chaudhuri EasyChair Preprint 5434
Predict Sentiment of Airline Tweets Using ML Models Rana Alqahtani EasyChair Preprint 5228
Detection of the Traffic Light in Challenging Environmental Conditions Syeda Shahista and Afreen Khatoon Khan EasyChair Preprint 4950
Donor-Recipient for Liver Transplantation Using CNN and LSTM Deep Learning Techniques Usha M Devi and A Marimuthu EasyChair Preprint 4923
Early Prediction of Covid-19 Disease with Machine and Deep Learning Approaches Harshvardhan Tiwari, K R Sinchana, Preeti V Patil, Shiji K Shridhar and G Aishwarya EasyChair Preprint 4867
Forecasting Covid-19 Cases in India using Deep CNN LSTM Model Abhishek Parashar, Yukti Mohan and Neeru Rathee EasyChair Preprint 4796
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
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
BVNet: A 3D End-to-End Model Based on Point Cloud Nuo Cheng, Xiaohan Li, Shengguang Lei and Pu Li EasyChair Preprint 4474
A Lightweight Convolutional Neural Network Model for Child Pneumonia Classification Khan Fashee Monowar, Md. Al Mehedi Hasan and Jungpil Shin EasyChair Preprint 4416
An Efficient Approach for Handwritten Devanagari Script Recognition Manoj Sonkusare, Roopam Gupta and Asmita Moghe EasyChair Preprint 4370
Classification of Lung Sounds Using CNN-Attention Chenghan Li, Huaichang Du and Bing Zhu EasyChair Preprint 4356
Nodule Generation of Lung CT Images using a 3D Convolutional LSTM Network Kolawole Olulana, Pius Owolawi, Chunling Tu and Bolanle Abe EasyChair Preprint 4316
COVID-19 Detection from Lung Tomography Images Using Deep Learning and Machine Learning Methods Resul Bütüner and M. Hanefi Calp EasyChair Preprint 4097
Implementation of Convolutional Neural Networks in Skin Cancer Classification Using Django Nur Nafi'Iyah EasyChair Preprint 3830
Text Emotion Analysis of BGRU Model Based on the Fusion of Emoticons Yong Li, Xiao-Jun Yang, Min Zuo, Rui-Jun Liu and Qing-Yu Jin EasyChair Preprint 3696
A Robust Statistical CNN CTC Based AI Model for Tracking and Monitoring Covid-19 Dr.Ballika J Chelliah, Arunkumar Sadayapillai, Prabavathi Raman and Aarthi Babu EasyChair Preprint 3683
A Comparative study on Handwritten Devanagari Character Recognition Manoj Sonkusare, Roopam Gupta and Asmita Moghe EasyChair Preprint 3668
A Survey of FPGA Based CNNs Accelerators Wei Zhang EasyChair Preprint 3633
Early Detection of Diabetic Retinopathy Using Deep Convolutional Neural Network Aditya Mogha and K. Thirunavukkarasu EasyChair Preprint 3604
Lexical and Compositional Stream Learning for Event Detection with Sememe Knowledge Jiale Yuan, Xin Xin and Ping Guo EasyChair Preprint 3393
Towards Robustness of Convolutional Neural Network against Adversarial Examples Kazim Ali EasyChair Preprint 2552
Sign Language Translator using Deep Learning Uday Patil, Saraswati Nagtilak, Sunil Rai, Swaroop Patwari, Prajay Agarwal and Rahul Sharma EasyChair Preprint 2541
Offline Signature Verification Shailesh Kad and Manisha Darak EasyChair Preprint 2538
Sign Language Recognition with Visual Attention Shweta Upadhyay, R. K. Sharma and Prashant Singh Rana EasyChair Preprint 2312
Smart Fleet Management System Using IoT, Computer Vision, Cloud Computing and Machine Learning Technologies Priya Singh, Milind Suryawanshi, Darshana Tak and Jayant Sant EasyChair Preprint 2208
A Review on Handwritten Devanagari Character Recognition Manoj Sonkusare, Roopam Gupta and Asmita Moghe EasyChair Preprint 2128
Automatic Classifiaction of Manga Characters using Density-Based Clustering Hideaki Yanagisawa, Kengo Kyogoku, Ravi Jain and Hiroshi Watanabe EasyChair Preprint 2084
Deep Demosaicing using ResNet-Bottleneck Architecture Divakar Verma, Manish Kumar and Srinivas Eregala EasyChair Preprint 1968
Prediction of Diabetes Disease Using Data Mining and Deep Learning Techniques Tharak Roopesh, Asadi Srinivasulu and K.S. Kannan EasyChair Preprint 1608
Compare of Machine Learning And Deep Learning Approaches for Human Activity Recognition Babak Moradi, Mohammad Aghapour and Afshin Shirbandi EasyChair Preprint 1495
Comparative Study of Combination of Convolutional and Recurrent Neural Network for Natural Language Processing Afshin Shirbandi and Babak Moradi EasyChair Preprint 1451
Multimodal Neural Machine Translation Using CNN and Transformer Encoder Hiroki Takushima, Akihiro Tamura, Takashi Ninomiya and Hideki Nakayama EasyChair Preprint 873
An Improved Convolutional Neural Network model for Intrusion Detection in Networks Riaz Ullah Khan, Zhang Xiaosong, Mamoun Alazab and Rajesh Kumar EasyChair Preprint 638
Video Summarization: How to Use Deep-Learned Features Without a Large-Scale Dataset Didik Purwanto, Yie-Tarng Chen, Wen-Hsien Fang and Wen-Chi Wu EasyChair Preprint 450
Visual Odometry Based on Convolutional Neural Networks for Large-Scale Scenes Xuyang Meng, Chunxiao Fan and Yue Ming EasyChair Preprint 413