Md. Abu Bakr Siddique

20 papers Journal 19Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	AquaFuse: Waterbody Fusion for Physics-Guided View Synthesis of Underwater Scenes. IEEE Robotics Autom. Lett. Md. Abu Bakr Siddique, Jiayi Wu, Ioannis M. Rekleitis, Md Jahidul Islam
2025	J	`jnl`	Mimicking associative learning of rats via a neuromorphic robot in open field maze using spatial cell models. CoRR Tianze Liu, Md. Abu Bakr Siddique, Hongyu An
2025	J	`jnl`	Single-Step Latent Diffusion for Underwater Image Restoration. CoRR Jiayi Wu, Tianfu Wang, Md. Abu Bakr Siddique, Md Jahidul Islam, Cornelia Fermüller, Yiannis Aloimonos, Christopher A. Metzler
2025	J	`jnl`	UStyle: Waterbody Style Transfer of Underwater Scenes by Depth-Guided Feature Synthesis. CoRR Md. Abu Bakr Siddique, Junliang Liu, Piyush Singh, Md Jahidul Islam
2024	J	`jnl`	AquaFuse: Waterbody Fusion for Physics Guided View Synthesis of Underwater Scenes. CoRR Md. Abu Bakr Siddique, Jiayi Wu, Ioannis M. Rekleitis, Md Jahidul Islam
2024	—	`conf`	Mimicking Associative Learning of Rats via a Neuromorphic Robot in Open Field Maze Using Spatial Cell Models. ICONS Tianze Liu, Md. Abu Bakr Siddique, Hongyu An
2023	J	`jnl`	Monitoring time domain characteristics of Parkinson's disease using 3D memristive neuromorphic system. Frontiers Comput. Neurosci. Md. Abu Bakr Siddique, Yan Zhang, Hongyu An
2020	J	`jnl`	Deep Convolutional Neural Networks Model-based Brain Tumor Detection in Brain MRI Images. CoRR Md. Abu Bakr Siddique, Shadman Sakib, Mohammad Mahmudur Rahman Khan, Abyaz Kader Tanzeem, Madiha Chowdhury, Nowrin Yasmin
2020	J	`jnl`	Performance Evaluation of t-SNE and MDS Dimensionality Reduction Techniques with KNN, ENN and SVM Classifiers. CoRR Shadman Sakib, Md. Abu Bakr Siddique, Md. Abdur Rahman
2020	J	`jnl`	Prediction of Temperature and Rainfall in Bangladesh using Long Short Term Memory Recurrent Neural Networks. CoRR Mohammad Mahmudur Rahman Khan, Md. Abu Bakr Siddique, Shadman Sakib, Anas Aziz, Ihtyaz Kader Tasawar, Ziad Hossain
2019	J	`jnl`	Implementation of Fruits Recognition Classifier using Convolutional Neural Network Algorithm for Observation of Accuracies for Various Hidden Layers. CoRR Shadman Sakib, Zahidun Ashrafi, Md. Abu Bakr Siddique
2019	J	`jnl`	Non-Intrusive Electrical Appliances Monitoring and Classification using K-Nearest Neighbors. CoRR Mohammad Mahmudur Rahman Khan, Md. Abu Bakr Siddique, Shadman Sakib
2019	J	`jnl`	Performance Analysis of Deep Autoencoder and NCA Dimensionality Reduction Techniques with KNN, ENN and SVM Classifiers. CoRR Md. Abu Bakr Siddique, Shadman Sakib, Md. Abdur Rahman
2019	J	`jnl`	Recognition of Handwritten Digit using Convolutional Neural Network in Python with Tensorflow and Comparison of Performance for Various Hidden Layers. CoRR Fathma Siddique, Shadman Sakib, Md. Abu Bakr Siddique
2019	J	`jnl`	Unsupervised Segmentation Algorithms' Implementation in ITK for Tissue Classification via Human Head MRI Scans. CoRR Shadman Sakib, Md. Abu Bakr Siddique
2018	J	`jnl`	ADBSCAN: Adaptive Density-Based Spatial Clustering of Applications with Noise for Identifying Clusters with Varying Densities. CoRR Mohammad Mahmudur Rahman Khan, Md. Abu Bakr Siddique, Rezoana Bente Arif, Mahjabin Rahman Oishe
2018	J	`jnl`	Implementation of Fuzzy C-Means and Possibilistic C-Means Clustering Algorithms, Cluster Tendency Analysis and Cluster Validation. CoRR Md. Abu Bakr Siddique, Rezoana Bente Arif, Mohammad Mahmudur Rahman Khan, Zahidun Ashrafi
2018	J	`jnl`	Study and Observation of the Variation of Accuracies of KNN, SVM, LMNN, ENN Algorithms on Eleven Different Datasets from UCI Machine Learning Repository. CoRR Mohammad Mahmudur Rahman Khan, Rezoana Bente Arif, Md. Abu Bakr Siddique, Mahjabin Rahman Oishe
2018	J	`jnl`	Study and Observation of the Variations of Accuracies for Handwritten Digits Recognition with Various Hidden Layers and Epochs using Convolutional Neural Network. CoRR Rezoana Bente Arif, Md. Abu Bakr Siddique, Mohammad Mahmudur Rahman Khan, Mahjabin Rahman Oishe
2018	J	`jnl`	Study and Observation of the Variations of Accuracies for Handwritten Digits Recognition with Various Hidden Layers and Epochs using Neural Network Algorithm. CoRR Md. Abu Bakr Siddique, Mohammad Mahmudur Rahman Khan, Rezoana Bente Arif, Zahidun Ashrafi