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Project Students

This page comprises research projects of students who have and are still conducting research under the supervision of Dr. Happy Nkanta Monday.

Welcome to join my team!

Class of 2025

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Ma Rui (Bella)

Email: ma.rui@student.zy.cdut.edu.cn; 3090578347@qq.com
Class: 2025

Research Title: Multi-Class Diabetic Retinopathy Classification using Self-Attention Residual Networks

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Gao Rui (Olivia)

Email: gao.rui@student.zy.cdut.edu.cn
Class: 2025

Research Title: IABiLSTM-NET Deep Learning Model for Predicting Solar Cell Degradation using Thermal Images

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Luo Jie (Kevin)

Email: : luo.jie2@student.zy.cdut.edu.cn; kevinluo010@foxmail.com
Class: 2025

Research Title: Lightweight CNN Model for Pneumothorax Detection using Chest X-Ray Images

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Huo Xingchen (Lily)

Email: huo.xingchen@student.zy.cdut.edu.cn; 15503650590@163.com
Class: 2025

Research Title: Hybrid MobileNet-BiLSTM Model with Multi-Head Attention Mechanism for Solar Radiation Prediction

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Xu Danyue (Esme)

Email: xu.danyue@student.zy.cdut.edu.cn; xudanyue191@gmail.com
Class: 2025

Research Title: LSTM-Based Multi-Head Attention Lightweight CNN Model for Pneumothorax Classification using Chest X-Ray Images

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Xiang Yucheng (Salam)

Email: xiang.yucheng@student.zy.cdut.edu.cn; 2336610583@qq.com
Class: 2025

Research Title: BiLSTM-Based Inception Multi-Head Attention Network for Predicting Solar Cell Degradation using Thermal imaging

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Li Tong (Aaron)

Email: li.tong@student.zy.cdut.edu.cn; ltcdut@outlook.com
Class: 2025

Research Title: Classification of Diabetic Retinopathy using Residual Learning with a Custom Balanced Softmax Loss

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Huang Zhekai (Kevin)

Email: huang.zhekai@student.zy.cdut.edu.cn
Class: 2025

Research Title: Predicting the Impact of Climate Change on Solar Power Production using CNN-LSTM Models

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Zhao Yikai (Richard)

Email: zhao.yikai@student.zy.cdut.edu.cn; 201484143@qq.com
Class: 2025

Research Title: Residual-Based Dual Attention Ensemble Model for Diabetic Retinopathy Classification

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Yang Kaijia (Alex)

Email: yang.kaijia@student.zy.cdut.edu.cn
Class: 2025

Research Title: Real-Time Sky Radiance Prediction for Solar Panel Angle Optimization

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Chen Siyu (Carrie)

Email: chen.siyu2@student.zy.cdut.edu.cn
Class: 2025

Research Title: CNN-BiLSTM-Attention Solar Energy Forecasting using Cloud Motion Vectors

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Dong Linrui (Link)

Email: dong.linrui@student.zy.cdut.edu.cn; linkdong@foxmail.com
Class: 2025

Research Title: Radiance Sky Image-Based Cloud Shadow Mapping for Solar Energy Forecasting

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Class of 2024

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Chang Yu (Leon)

Email: yu@oxfordbrookes.net
Class: 2024

Research Title: Super-Resolution with RCAN for Improved Malaria Cell Classification: A Performance Evaluation

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Zhong Yi (Bryan)

Email: yzhong340@gatech.edu; m13550351562@gmail.com
Class: 2024

Research Title: Vehicle Logo Classification using Deep Learning

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Yong Wang (Wyatt)

Email: wang.yong@student.zy.cdut.edu.cn
Class: 2024

Research Title: Deep learning based multi label heart disease classification multimodal trained using ECG signals and images

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Yaoqing Wang (Edison)

Email: edison001014@outlook.com
Class: 2024

Research Title: Exploration and Deployment of Migrating Ensemble Model for Fruit Classification Performance

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Xiao Zhengming (Shaw)

Email:2932899632@qq.com
Class: 2024

Research Title: Access Control System Based on Face Recognition

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Guohao Chen (Emil)

Email: vetair@foxmail.com
Class: 2024

Research Title: Food Classification using Convolutional Neural Network

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Jiaqing Xue (Henry)

Email: j65205299@gmail.com
Class: 2024

Research Title: An Integrated Depthwise Residual Inception Wavelet Network for Retina Disease Classification

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Chen Lihan (Daniel)

Email: 1401232179@qq.com
Class: 2024

Research Title: Enhanced Diabetic Retinopathy Classification through Depthwise Separable CNN, Residual Learning, and Inception Technique Integration

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Xian Lai (Brian)

Email: lai.xian@student.zy.cdut.edu.cn
Class: 2024

Research Title: Enhanced Depthwise Inception Model of Residual Learning for Rice Leaf Classification

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Zhao Yanrui (Chris)

Email: chriszhao524@163.com
Class: 2024

Research Title: Food Classification with Depthwise Separable Convolution Network

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Liu Zijun (Jonas)

Email: jonasliuzj@163.com
Class: 2024

Research Title: Optimizing Image Super-Resolution: Integrating Attention Mechanisms into SRResNet for Enhanced Detail and Clarity

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Xiyue Lin (Lucy)

Email: linxiyue02@163.com
Class: 2024

Research Title: Mask Wearing Detection Based on Faster R-CNN

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Li Linyi (Sky)

Email: 3342427756@qq.com
Class: 2024

Research Title: A Separable Convolutional Neural Network Approach for Plant Disease Classification

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Class of 2023

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Liu Rui (Tevin)

Email: laruve@outlook.com
Class: 2023

Research Title: Self-driving Car in Video Game using Deep Learning Approach

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Wu Yile (Haley)

Email: wu.yile@outlook.com
Class: 2023

Research Title: A Convolutional Neural Network Approach for the Recognition of Traffic Signs

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Wang Qian (Kirk)

Email: 1310483245@qq.com
Class: 2023

Research Title: Application of Fine-tuned Pre-trained Deep Learning Network for Traffic Sign Recognition

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Xinyi Wang (Coraline)

Email: coralinewang1028@163.com
Class: 2023

Research Title: Flower Images Recognition based on Deep Convolutional Neural Network

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Keyang He (Carlton)

Email: Keyang23h@hotmail.com
Class: 2023

Research Title: Deep Neural Network Approach for Flower Recognition

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Li Qingyu (Allen)

Email: allen115018@163.com
Class: 2023

Research Title: Recognition of Images from CIFAR-10 dataset using Deep Learning Network

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Zhu Zihao (Chris)

Email: chriszhu1444@outlook.com
Class: 2023

Research Title: Classification of Clothing images using Convolutional Neural Network

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Ye Xiao (Christina)

Email: 18108160666@163.com
Class: 2023

Research Title: Recognition of Flower Images using Deep Learning

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Haoyun Yang (Ethan)

Email: 1005781471@qq.com
Class: 2023

Research Title: Convolutional neural network-based technique for flower classification

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Hongyun zhu (Ives)

Email: formidable111@163.com
Class: 2023

Research Title: Convolutional Neural Network for the Classification of Clothing Images

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Di Cui (Lynch)

Email: tn23669@bristol.ac.uk
Class: 2023

Research Title: Application of Convolutional Neural Network for Image Recognition using CIFAR-10 Dataset

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Zhao Fangding (Zack)

Email: 2901167216@qq.com
Class: 2023

Research Title: Deep Neural Network for Clothing Image Classification

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