CNN Variants for Computer Vision: History, Architecture, Application, Challenges and Future Scope

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Items 101–200 of 932

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9. Residual Temporal Convolutional Network With Dual Attention Mechanism for Multilead-Time Interpretable Runoff Forecasting
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10. A Novel Network-Level Fusion Architecture of Proposed Self-Attention and Vision Transformer Models for Land Use and Land Cover Classification From Remote Sensing Images
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11. Classification of Skin Lesions Using Weighted Majority Voting Ensemble Deep Learning
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12. Gait acceleration-based diabetes detection using hybrid deep learning
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13. An Improved Method of Polyp Detection Using Custom YOLOv4-Tiny
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14. LAST: LAtent Space-Constrained Transformers for Automatic Surgical Phase Recognition and Tool Presence Detection
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15. A review of machine learning applications for the proton MR spectroscopy workflow
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16. SwinCNN: A Hybrid Deep Learning Architecture for Accurate Cotton Disease Prediction
    S Muthurajkumar, Gireesh Kumar · 2023 · International Conference on Advanced Computing
17. Deep learning-assisted medical image compression challenges and opportunities: systematic review
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18. An efficient convolution neural network method for copy-move video forgery detection
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19. A spatial and temporal transformer-based EEG emotion recognition in VR environment
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20. Research on Prediction Method of Gear Pump Remaining Useful Life Based on DCAE and Bi-LSTM
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21. A Fiber Vibration Signal Recognition Method Based on CNN-CBAM-LSTM
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22. The power of deep learning for intelligent tumor classification systems: A review
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23. Quantitative prediction model and prewarning system of water yield capacity (WYC) from coal seam roof based on deep learning and joint advanced detection
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24. Deep Learning-Based Vision Systems for Robot Semantic Navigation: An Experimental Study
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25. Quantization-Aware NN Layers with High-throughput FPGA Implementation for Edge AI
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26. Bearing Fault Vibration Signal Denoising Based on Adaptive Denoising Autoencoder
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27. Review on Compressive Sensing Algorithms for ECG Signal for IoT Based Deep Learning Framework
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28. An efficient multiscale integrated attention method combined with hyperspectral system to identify the quality of rice with different storage periods and humidity
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29. Spatial–Temporal Siamese Convolutional Neural Network for Subsurface Temperature Reconstruction
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30. Deep models for multi-view 3D object recognition: a review
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31. Adaptive Hierarchical Multi-Headed Convolutional Neural Network With Modified Convolutional Block Attention for Aerial Forest Fire Detection
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32. A Fourier Frequency Domain Convolutional Neural Network for Remote Sensing Crop Classification Considering Global Consistency and Edge Specificity
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33. Improving Human Activity Recognition Integrating LSTM With Different Data Sources: Features, Object Detection and Skeleton Tracking
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34. Faster Light Detection Algorithm of Traffic Signs Based on YOLOv5s-A2
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35. The Past, Present, and Future Role of Artificial Intelligence in Ventilation/Perfusion Scintigraphy: A Systematic Review
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36. Rapid diagnosis of rheumatoid arthritis and ankylosing spondylitis based on Fourier transform infrared spectroscopy and deep learning
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37. Wind Power Forecasting with Machine Learning Algorithms in Low-Cost Devices
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38. Deep learning approach for cable partial discharge pattern identification
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39. A Systematic Review on Application of Multimodal Learning and Explainable AI in Tuberculosis Detection
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40. Intelligent Detection and Control of Crop Pests and Diseases: Current Status and Future Prospects
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41. CatBoost-enhanced convolutional neural network framework with explainable artificial intelligence for smart-grid stability forecasting
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43. Multilabel Genre Prediction Using Deep-Learning Frameworks
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44. Advancements in medical diagnosis and treatment through machine learning: A review
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45. Exploring Advances in Transformers and CNN for Skin Lesion Diagnosis on Small Datasets
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46. Surface Defect Detection of Hot Rolled Steel Based on Attention Mechanism and Dilated Convolution for Industrial Robots
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47. ROAD: Robotics-Assisted Onsite Data Collection and Deep Learning Enabled Robotic Vision System for Identification of Cracks on Diverse Surfaces
    Renu Popli, Isha Kansal, Jyoti Verma, Vikas Khullar, Rajeev Kumar, Ashutosh Sharma · 2023 · Sustainability
48. Economy and carbon emissions optimization of different provinces or regions in China using an improved temporal attention mechanism based on gate recurrent unit
    Cao Lian, Yongming M Han, Mingfei Feng, Zhiqiang Geng, Yi Lü, Liangchao Chen, Weiying Ping, Tao Xia, Shaobo Li · 2023 · Journal of Cleaner Production
49. A Good Evaluation Based on Confusion Matrix for Lung Diseases Classification using Convolutional Neural Networks
    Izza Putri Kamila, Christy Atika Sari, Eko Hari Rachmawanto, Nur Ryan Dwi Cahyo · 2023 · Advance Sustainable Science Engineering and Technology
50. OPG ‐based dental age estimation using a data‐technical exploration of deep learning techniques
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51. Prediction of SO2 emission concentration in industrial flue gas based on deep learning: The ammonia desulfurization system of the Yunnan aluminum carbon plant as the research object
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52. Convolutional neural networks for urban green areas semantic segmentation on Sentinel-2 data
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53. Comparative analysis of convolutional neural network and DenseNet121 transfer learning in agriculture focusing on crop leaf disease identification
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54. Artificial intelligence-based power market price prediction in smart renewable energy systems: Combining prophet and transformer models
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55. Machine Learning Enabled Leukocyte Quantification Using Smartphone Coupled 3D Printed Microfluidic Biosensor
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56. COMPARISON OF PROPOSED DCNN MODEL WITH STANDARD CNN ARCHITECTURES FOR RETINAL DISEASES CLASSIFICATION
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57. The Application of Optical Nondestructive Testing for Fresh Berry Fruits
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58. Combat Intention Recognition of Air Targets Based on 1DCNN-BiLSTM
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59. Applying traffic camera and deep learning-based image analysis to predict PM2.5 concentrations
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60. An optimized convolutional neural network architecture for lung cancer detection
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61. Cross-Modal Prediction of Spectral and Structural Descriptors via a Pretrained Model Enhanced with Chemical Insights
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62. DeepDetection: Privacy-Enhanced Deep Voice Detection and User Authentication for Preventing Voice Phishing
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63. A novel particle size distribution correction method based on image processing and deep learning for coal quality analysis using NIRS-XRF
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64. Monitoring and predicting cotton leaf diseases using deep learning approaches and mathematical models
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65. A Novel Machine and Deep Learning–Based Ensemble Techniques for Automatic Lung Cancer Detection
    Mohd Munazzer Ansari, Shailendra Kumar, Channabasava Chola, Md Belal Bin Heyat, Faijan Akhtar, Mohd Ammar Bin Hayat, Eram Sayeed, Saba Parveen, Rashid Abbasi, Dustin Pomary · 2025 · BioMed Research International
66. Intelligent Fault Diagnosis of Marine Diesel Engines Based on Efficient Channel Attention-Improved Convolutional Neural Networks
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67. CNN-LSTM for Heartbeat Sound Classification
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68. Multifunctional broadband artificial visual system using all-in-one two-dimensional optoelectronic transistors
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69. Deep Learning for Predicting Spheroid Viability: Novel Convolutional Neural Network Model for Automating Quality Control for Three-Dimensional Bioprinting
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70. Deep Learning-Based Retrieval of Chlorophyll-a in Lakes Using Sentinel-1 and Sentinel-2 Satellite Imagery
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71. Surface Defect Detection With Channel-Spatial Attention Modules and Bi-Directional Feature Pyramid
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72. Integration of Programmable Diffraction with Digital Neural Networks
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73. Deep learning based abiotic crop stress assessment for precision agriculture: A comprehensive review
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74. Classification of Alzheimer’s disease by jointing 3D depthwise separable convolutional neural network and transformer
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75. An Overview on Computer Vision Analysis in the Airport Applications
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76. CNN-ViT: A multi-feature learning based approach for driver drowsiness detection
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77. A Novel Bearing Fault Diagnosis Method Based on Multifeature Fusion Attention-Guided Mechanism With Noise Robustness
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78. Artificial intelligence model for tumoral clinical decision support systems
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79. Interactive system based on artificial intelligence and robotic arm to enhance arabic sign language learning in deaf children
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80. Advancements and Challenges in Hand Gesture Recognition: A Comprehensive Review
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81. “Will artificial intelligence platforms replace designers in the future?” analyzing the impact of artificial intelligence platforms on the engineering design industry through color perception
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82. Optimizing Malware Detection and Classification in Real-Time Using Hybrid Deep Learning Approaches
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83. Integration of convolutional neural networks with parcel-based image analysis for crop type mapping from time-series images
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84. Deep Learning for Object Detection and Segmentation in Videos: Toward an Integration With Domain Knowledge
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85. Damage identification using convolutional neural networks from instantaneous displacement measurements via image processing
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86. Metaheuristic-driven dual-layer model for classifying Alzheimer's disease stages
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87. Hybrid CNN-Transformer models for industrial defect detection: A systematic review
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88. CBAM-YOLOv5: A Promising Network Model for Wear Particle Recognition
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89. RETRACTED ARTICLE: Fraud detection and prevention by face recognition with and without mask for banking application
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91. Unsupervised contrastive learning: Shale porosity prediction based on conventional well logging
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92. Enhancing unmanned aerial vehicle and smart grid communication security using a ConvLSTM model for intrusion detection
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93. Multiscale Traffic Sign Detection Method in Complex Environment Based on YOLOv4
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94. Computer-aided diagnosis of autism spectrum disorder from EEG signals using deep learning with FAWT and multiscale permutation entropy features
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95. A Hybrid Model Based on a Dual-Attention Mechanism for the Prediction of Remaining Useful Life of Aircraft Engines
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97. Deep Learning-Based Emulation of Radiative Transfer Models for Top-of-Atmosphere BRDF Modelling Using Sentinel-3 OLCI
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98. Bff: Bi-stream feature fusion for object detection in hazy environment
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99. Identification of the Structure of Liquid–Gas Flow in a Horizontal Pipeline Using the Gamma-Ray Absorption and a Convolutional Neural Network
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100. Bone Fracture Detection with X-Ray images using MobileNet V3 Architecture
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