Amin Ullah

Orcid: 0000-0001-7538-2689

According to our database1, Amin Ullah authored at least 55 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Deep-ReID: deep features and autoencoder assisted image patching strategy for person re-identification in smart cities surveillance.
Multim. Tools Appl., February, 2024

The Role of LLMs in Sustainable Smart Cities: Applications, Challenges, and Future Directions.
CoRR, 2024

CVAE-SM: A Conditional Variational Autoencoder with Style Modulation for Efficient Uncertainty Quantification.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

2023
Deep Learning Assists Surveillance Experts: Toward Video Data Prioritization.
IEEE Trans. Ind. Informatics, July, 2023

AI-based Bayesian inference scheme to recognize electroencephalogram signals for smart healthcare.
Clust. Comput., April, 2023

LocateUAV: Unmanned Aerial Vehicle Location Estimation via Contextual Analysis in an IoT Environment.
IEEE Internet Things J., March, 2023

AI-Driven Salient Soccer Events Recognition Framework for Next-Generation IoT-Enabled Environments.
IEEE Internet Things J., February, 2023

Efficient Person Reidentification for IoT-Assisted Cyber-Physical Systems.
IEEE Internet Things J., 2023

A Comprehensive Review on Vision-Based Violence Detection in Surveillance Videos.
ACM Comput. Surv., 2023

Robust Counting in Overcrowded Scenes Using Batch-Free Normalized Deep ConvNet.
Comput. Syst. Sci. Eng., 2023

Robust Deep Neural Network-Based Framework for Predicting and Classifying Capsid Protein Based on Biomedical Data.
IEEE Access, 2023

2022
An intelligent system for complex violence pattern analysis and detection.
Int. J. Intell. Syst., December, 2022

A Multi-Stream Sequence Learning Framework for Human Interaction Recognition.
IEEE Trans. Hum. Mach. Syst., 2022

A Deep Sequence Learning Framework for Action Recognition in Small-Scale Depth Video Dataset.
Sensors, 2022

Enabling automation and edge intelligence over resource constraint IoT devices for smart home.
Neurocomputing, 2022

Artificial Intelligence of Things-assisted two-stream neural network for anomaly detection in surveillance Big Video Data.
Future Gener. Comput. Syst., 2022

Deep Learning-Assisted Short-Term Power Load Forecasting Using Deep Convolutional LSTM and Stacked GRU.
Complex., 2022

2021
Deep Learning for Safe Autonomous Driving: Current Challenges and Future Directions.
IEEE Trans. Intell. Transp. Syst., 2021

An Efficient Anomaly Recognition Framework Using an Attention Residual LSTM in Surveillance Videos.
Sensors, 2021

A Hybrid Deep CNN Model for Abnormal Arrhythmia Detection Based on Cardiac ECG Signal.
Sensors, 2021

Exploring 3D Human Action Recognition Using STACOG on Multi-View Depth Motion Maps Sequences.
Sensors, 2021

CNN features with bi-directional LSTM for real-time anomaly detection in surveillance networks.
Multim. Tools Appl., 2021

Splicing sites prediction of human genome using machine learning techniques.
Multim. Tools Appl., 2021

SD-Net: Understanding overcrowded scenes in real-time via an efficient dilated convolutional neural network.
J. Real Time Image Process., 2021

Multiview Summarization and Activity Recognition Meet Edge Computing in IoT Environments.
IEEE Internet Things J., 2021

Conflux LSTMs Network: A Novel Approach for Multi-View Action Recognition.
Neurocomputing, 2021

Human action recognition using attention based LSTM network with dilated CNN features.
Future Gener. Comput. Syst., 2021

Densely Deformable Efficient Salient Object Detection Network.
CoRR, 2021

A weighted multi-feature transfer learning framework for intelligent medical decision making.
Appl. Soft Comput., 2021

Efficient activity recognition using lightweight CNN and DS-GRU network for surveillance applications.
Appl. Soft Comput., 2021

Batteries State of Health Estimation via Efficient Neural Networks With Multiple Channel Charging Profiles.
IEEE Access, 2021

A Review on Traditional Machine Learning and Deep Learning Models for WBCs Classification in Blood Smear Images.
IEEE Access, 2021

A Comparative Analysis of Efficient CNN-based Brain Tumor Classification Models.
Proceedings of the Generalization with Deep Learning: For Improvement on Sensing Capability, 2021

2020
Cloud-Assisted Multiview Video Summarization Using CNN and Bidirectional LSTM.
IEEE Trans. Ind. Informatics, 2020

Deep Learning Assisted Buildings Energy Consumption Profiling Using Smart Meter Data.
Sensors, 2020

Towards Efficient Building Designing: Heating and Cooling Load Prediction via Multi-Output Model.
Sensors, 2020

Towards Efficient Electricity Forecasting in Residential and Commercial Buildings: A Novel Hybrid CNN with a LSTM-AE based Framework.
Sensors, 2020

Malicious UAV Detection Using Integrated Audio and Visual Features for Public Safety Applications.
Sensors, 2020

Classification of Arrhythmia by Using Deep Learning with 2-D ECG Spectral Image Representation.
Remote. Sens., 2020

Human Behavior Understanding in Big Multimedia Data Using CNN based Facial Expression Recognition.
Mob. Networks Appl., 2020

Short-Term Prediction of Residential Power Energy Consumption via CNN and Multi-Layer Bi-Directional LSTM Networks.
IEEE Access, 2020

Event-Oriented 3D Convolutional Features Selection and Hash Codes Generation Using PCA for Video Retrieval.
IEEE Access, 2020

A Novel CNN-GRU-Based Hybrid Approach for Short-Term Residential Load Forecasting.
IEEE Access, 2020

An Adaptive Filtering Technique for Segmentation of Tuberculosis in Microscopic Images.
Proceedings of the NLPIR 2020: 4th International Conference on Natural Language Processing and Information Retrieval, 2020

One-Shot Learning for Surveillance Anomaly Recognition using Siamese 3D CNN.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019
Activity Recognition Using Temporal Optical Flow Convolutional Features and Multilayer LSTM.
IEEE Trans. Ind. Electron., 2019

Violence Detection Using Spatiotemporal Features with 3D Convolutional Neural Network.
Sensors, 2019

Multi-grade brain tumor classification using deep CNN with extensive data augmentation.
J. Comput. Sci., 2019

Efficient Image Recognition and Retrieval on IoT-Assisted Energy-Constrained Platforms From Big Data Repositories.
IEEE Internet Things J., 2019

Action recognition using optimized deep autoencoder and CNN for surveillance data streams of non-stationary environments.
Future Gener. Comput. Syst., 2019

Personalized Movie Summarization Using Deep CNN-Assisted Facial Expression Recognition.
Complex., 2019

DeepStar: Detecting Starring Characters in Movies.
IEEE Access, 2019

Online optimization for Adaptive Scalable Video Transmission in SDN using Kernel-based ADP.
Proceedings of the 13th International Conference on Signal Processing and Communication Systems, 2019

2018
Integrating salient colors with rotational invariant texture features for image representation in retrieval systems.
Multim. Tools Appl., 2018

Action Recognition in Video Sequences using Deep Bi-Directional LSTM With CNN Features.
IEEE Access, 2018


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