Keyword:Convolutional Neural Networks

Publications
Dilated Convolution to Capture Scale Invariant Context in Crowd Density Estimation Thishen Packirisamy and Richard Klein In:Proceedings of 43rd Conference of the South African Institute of Computer Scientists and Information Technologists
Convolutional Neural Networks with LSTM for Intrusion Detection Mostofa Ahsan and Kendall Nygard In:Proceedings of 35th International Conference on Computers and Their Applications
Using Convolutional Neural Networks for Sentiment Attitude Extraction from Analytical Texts Nicolay Rusnachenko and Natalia Loukachevitch In:Proceedings of Third Workshop "Computational linguistics and language science"
Improving Classification with CNNs using Wavelet Pooling with Nesterov-Accelerated Adam Allison Rossetto and Wenjin Zhou In:Proceedings of 11th International Conference on Bioinformatics and Computational Biology
ASAF: AI-Powered Static Analysis Framework for Webshell Detection Ha V. Le, Hieu T. Hoang, On V. Phung and Hoa N. Nguyen EasyChair Preprint 15426
Sentiment Analysis for Financial Market Predictions: Leveraging Deep Learning for Data-Driven Insights Isabella Rossi EasyChair Preprint 15384
Optimizing Renewable Energy Forecasting Using Deep Learning Models for Enhanced Grid Management Sophia Carlisle EasyChair Preprint 15376
Unveiling Early Detection and Prevention of Seizures: Machine Learning and Deep Learning Approaches John Owen EasyChair Preprint 14863
Disease Detection & Severity Prediction of Pomegranate Fruit Poulin Paul, S Manishankar and R. Satheesh Kumar EasyChair Preprint 14222
Deep Learning for Extreme Weather Event Prediction and Early Warning Systems Joseph Oluwaseyi, Dylan Stilinki and Saleh Mohamed EasyChair Preprint 14132
Deep Learning Architecture TLU-Net for Detecting Steel Surface Defects Oluwaseun Abiade EasyChair Preprint 14121
Deep Learning for Predicting Surgical Outcomes from Preoperative Imaging John Owen EasyChair Preprint 13836
Explainable Deep Learning Models in Medical Imaging Kayode Sheriffdeen EasyChair Preprint 13834
Automated Tumor Detection in Medical Imaging Using Deep Learning Kayode Sheriffdeen EasyChair Preprint 13783
Real Time Object Detection Faiayaz Waris Saiyed, Narasimha Reddy Anumula and Mahesh Babu Elchuri EasyChair Preprint 13354
The Establishment of a Hypoxia Cellular Morphology Model Based on Deep Convolutional Neural Networks and Intelligent Screening of Anti-Hypoxia Drugs Xinyi Zhang and Zheng Wang EasyChair Preprint 13229
Delving into Deep Learning: Illuminating Techniques and Visual Clarity for Image Analysis Roni Joni EasyChair Preprint 12808
Number Detection System Using CNN Vaddadhi Sarvesh and Hiren Raithatha EasyChair Preprint 12638
Number Detection System Using CNN Dhval Nimavath, Pothuri Venkata Hemanth, Ravva Sai Tejash, Reddi Durga Prasad and Dhwaram Avinash Reddi EasyChair Preprint 12500
Unlocking the Mysteries of Deep Learning: Lucid Techniques and Visual Insights for Image Processing Battle Hurry EasyChair Preprint 12487
Cerebral Neoplasm Detection from MRI using CNN Anup Dange, Satyajit Bahir, Rajshri Lomate and Tanuja Thakar EasyChair Preprint 12428
Deciphering the Enigma: Exploring the Latest Breakthroughs in Machine Learning Haney Zaki EasyChair Preprint 11970
Machine Intelligence: from Turing Test to Generative Pretrained Transformers Fethallah Hadjila, Mohammed Merzoug and Amine Belabed EasyChair Preprint 11624
Enhancing Education Decision-Making with Deep Learning for Arabic Spoken Digit Recognition Zineb Touati-Hamad and Mohamed Ridda Laouar EasyChair Preprint 11572
Rice Leaf Disease Classification Using CNN Adhikari Durga Venkata Madhav, Amanchi Sravan Kumar, Addanki Gargeya, Allam Rohit Sree Ranga and S Sujitha EasyChair Preprint 11245
Using Yolo V7 to Detect the Health and Quality of Fruits Theodore Aditya Oei, Marcelius Surya Wijaya, Johannes Batistuta Simanjuntak, Erna Francisca Angela Sihotang and Edy Irwansyah EasyChair Preprint 10546
Intelligent Requirements Engineering: Applying Machine Learning for Requirements Classification Mo'Ath Shatnawi, Ahmad Audat and Marah Saraireh EasyChair Preprint 10531
Detection of Diabetic Retinopathy Using Convolutional Neural Network Mukesh Raj, Pallavi Singh, Kunwar Randhir Singh and Nishant Malik EasyChair Preprint 10127
Application of Deep Neural Networks for EEG Signal Processing in Brain-Controlled Wheeled Robotic Platform Serhii Artemuk, Vitalii Brydinskyi, Ihor Mykytyn and Yuriy Khoma EasyChair Preprint 9773
GlyphNet: Homoglyph Domains Dataset and Detection Using Attention-Based Convolutional Neural Networks Akshat Gupta, Laxman Tomar and Ridhima Garg EasyChair Preprint 9687
A Review on Real-Time Object Detection Models Using Deep Neural Networks Lenard Byenkya Nkalubo and Rose Nakibuule EasyChair Preprint 9011
Eye Detection For Drivers Using Convolutional Neural Networks with Automatically Generated Ground Truth Data Sorin Valcan and Mihail Gaianu EasyChair Preprint 8871
DDoS Attack Detection on SDN with Conv1D and LSTM Alperen Örsdemir, Hamidullah Nazari and Devrim Akgün EasyChair Preprint 8573
Analysis of Chest X-Ray Images and Detection of Pneumonia Using Deep Learning Varsha Dange, Varun Patil, Shreya Pawar, Yukta Pedhavi, Parikshit Pohane and Pranita Maske EasyChair Preprint 8316
Gene Prediction Using Deep Learning Akhil Chaudhary, Divesh Kumar Singh, Tanmeya Kansal and Sachin Jain EasyChair Preprint 8146
EmergencyNet Efficient Aerial Image Classification for Drone-Based Emergency Monitoring Using Atrous Convolutional Feature Fusion Christos Kyrkou and Theocharis Theocharides EasyChair Preprint 7981
Inverse Imaging: Reconstructing High-Resolution Images from Degraded Images Samir Mishra, Mrunal Chide, Aishwarya Manmode, Rohit Pandita and Mansi Bhonsle EasyChair Preprint 7847
A Transformer-Based Algorithm for Automatically Diagnosing Malaria Parasite in Thin Blood Smear Images Using MobileViT Abdolreza Marefat, Javad Hassannataj Joloudari and Maryam Rastgarpour EasyChair Preprint 7829
Odia Handwritten Character Recognition Based on Convolutional Neural Network Rabinarayan Panda, Sachikanta Dash and Sasmita Padhy EasyChair Preprint 7713
Leaf Disease Detection and Prevention Using Deep Learning Sampath Tamilselvan, Paladugu Thanuja, B. Geethavani, Eadadhala Theja, Shaik Afrin and Shaik Youneesh Basha EasyChair Preprint 7621
Towards Designing the Best Model for Classification of Fish Species Using Deep Neural Networks Pranav Thorat, Raajas Tongaonkar and Vandana Jagtap EasyChair Preprint 7442
An Efficienti Fabric Pattern Classification Using Transfer Learning Convolutional Network Thomaskutty Reji, Jossy George, Athishay Kesan and Andrea Rodrigues EasyChair Preprint 7372
Literature Review for Automatic Detection and Classification of Intracranial Brain Hemorrhage Using Computed Tomography Scans Yuvraj Champawat, S Shagun and Chandra Prakash Meena EasyChair Preprint 7229
Human Gender Classification Based on Hand Images Using Deep Learning Rajesh Mukherjee, Asish Bera, Debotosh Bhattacharjee and Mita Nasipuri EasyChair Preprint 7174
Exploiting Multi-Scale Fusion, Spatial Attention and Patch Interaction Techniques for Text-Independent Writer Identification Abhishek Srivastava, Sukalpa Chanda and Umapada Pal EasyChair Preprint 7085
End to End Video Compression Based on Deep-Learning Hajar Yaseen and Siddeeq Ameen EasyChair Preprint 7049
Weakly Supervised Interaction Discovery Network for Image Sentiment Analysis Lifang Wu, Heng Zhang, Ge Shi and Sinuo Deng EasyChair Preprint 7015
Towards Stereoscopic Video Deblurring Using Deep Convolutional Networks Hassan Imani and Md Baharul Islam EasyChair Preprint 6911
Off-TANet:a Lightweight Neural Micro-Expression Recognizer with Optical Flow Features and Integrated Attention Mechanism Jiahao Zhang, Feng Liu and Aimin Zhou EasyChair Preprint 6909
Using Computer Vision and Deep Learning to Aid the Deaf V Vivek, L V Vishak, Vipin R Bharadwaj and H S Gururaja EasyChair Preprint 6816
Building 3D Virtual Worlds from Monocular Images of Urban Road Traffic Scenes Ankita Christine Victor and Jaya Sreevalsan-Nair EasyChair Preprint 6752
Exploiting Correlation in Stochastic Computing Based Deep Neural Networks Christiam Camilo Franco Frasser, Pablo Linares, Alejandro Morán, Joan Font-Rosselló, Vincens Canals, Miquel Roca, Teresa Serrano Gotarredona and Josep Lluis Rosselló EasyChair Preprint 6541
Classifying Textual Data with Pre-Trained Vision Models Through Transfer Learning and Data Transformations Charaf Eddine Benarab EasyChair Preprint 6118
Small Cell Lung Cancer Semantic Segmentation in Pathological Section Images Based on Multi-Scale Fusion Network Qincheng Zhang, Junhai Xu, Ke Zheng, Zhiwen Zhang and Jiangyong Yu EasyChair Preprint 5897
A Convolutional Neural Networks Based Coral Reef Annotation and Localization Rohit Raj Gunti and Abebe Rorissa EasyChair Preprint 5696
Camera-based Sign Language Recognition and Simultaneous Speech Generation: A Survey Ayushi Patani, Varun Gawande, Jash Gujarathi and Vedant Puranik EasyChair Preprint 4855
Building and Deploying an AI-powered Image Caption Generator Abhishek Supe, Manish Raypurkar, Pratik Bhumkar and Pravin Borse EasyChair Preprint 4851
Nonconvex Regularization for Network Slimming: Compressing CNNs Even More Kevin Bui, Fredrick Park, Shuai Zhang, Yingyong Qi and Jack Xin EasyChair Preprint 4380
Quality of Pre-trained Deep-Learning Models for Palmprint Recognition Valentin Rosca and Anca Ignat EasyChair Preprint 4150
Real Time Object Detection in Surveillance Cameras with Distance Estimation Using Parallel Implementation Meherdeep Thakur and Saira J. Banu EasyChair Preprint 3338
A Committee of Convolutional Neural Networks for Image Classification in the Concurrent Presence of Feature and Label Noise Stanisław Kaźmierczak and Jacek Mańdziuk EasyChair Preprint 3206
Automated SOS Vehicle Tracking Kunik Vidyarthi Chaturvedi and Dhairya Asthana EasyChair Preprint 3042
Wind Power Forecasting Using K-Means Clustering and Convolutional Neural Network M. Bhavani, S. Mohith Vasan, S. Muthu Kumar and N. Padma Gokul EasyChair Preprint 2732
Human activity recognition with openpose and Long Short-Term Memory on real time images Chinmay Sawant EasyChair Preprint 2297
Collection and Classification of Jasmine Rice Germination Using Convolutional Neural Networks Somsawut Nindam, Thai Leang Sung, Thong-Oon Manmai and Hyo Jong Lee EasyChair Preprint 1238
An Experimental Study on Capsule Networks Nitin Kumar and Shruti Jadon EasyChair Preprint 1180
Novel Deep Learning Architectures: Classification Accuracy Improvement Rama Murthy Garimella and Inthiyaz Basha Kattubadi EasyChair Preprint 1110
Automated Image Quality Evaluation of Structural Brain Magnetic Resonance Images using Deep Convolutional Neural Networks Sheeba Sujit, Refaat Gabr, Ivan Coronado, Melvin Robinson, Sushmita Datta and Ponnada Narayana EasyChair Preprint 650
Improving Robustness of Image Tampering Detection for Compression Boubacar Diallo, Thierry Urruty, Pascal Bourdon and Christine Fernandez-Maloigne EasyChair Preprint 620
The Role of Coherence in Facial Expression Recognition Lisa Graziani, Stefano Melacci and Marco Gori EasyChair Preprint 445
Human action recognition using fusion of modern deep convolutional and recurrent neural networks Dmytro Tkachenko EasyChair Preprint 336