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Big Data Projects for Engineering Students

Big Data College Projects Big Data Projects for Engineering Students provide the practical skills and industry support it takes to pursue a creative and rewarding Data Analytics and science IT career. This is career-focused Big Data College Projects. Big Data Projects for Engineering Students is tailored to your needs and getting you into a rewarding professional position.

Big Data Project Ideas for Students

Considering pursuing IEEE Projects for CSE in Big Data? Great idea!

Enhance your Dream career prospects with a latest Big Data Projects for Engineering Students Domain List for Information Technology that prepares you with the technical skills you need to secure an IT Job. Real time Big Data College Projects Domain are ideal determined students who aspire to give themselves the best opportunities in life.

Big Data College Projects

  1. KDALDL: Knowledge Distillation-based Adaptive Label Distribution Learning Network for Bone Age Assessment

    2024  IEEE Transaction / Journal Paper
    Project ID: IGD-24-0001 
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  2. CIFAKE: Image Classification and Explainable Identification of AI-Generated Synthetic Images

    2024  IEEE Transaction / Journal Paper
    Project ID: ILD-24-0005 
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  3. A Deep Learning Model for Bacterial Classification Using Big Transfer (BiT)

    2024  IEEE Transaction / Journal Paper
    Project ID: ILD-24-0006 
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  4. Fuzzy Divergence Weighted Ensemble Clustering With Spectral Learning Based On Random Projections For Big Data

    2024  IEEE Transaction / Journal Paper
    Project ID: ILD-24-0007 
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  5. Water-Body Type Classification in Dual PolSAR Imagery Using a Two-Step Deep Learning Method

    2024  IEEE Transaction / Journal Paper
    Project ID: ILD-24-0008 
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  6. DHRNet: A Dual-branch Hybrid Reinforcement Network for Semantic Segmentation of Remote Sensing Images

    2024  IEEE Transaction / Journal Paper
    Project ID: ISD-24-0147 
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  7. Strategic Key Elements in Big Data Analytics as Driving Forces of IoT Manufacturing Value Creation: A Challenge for Research Framework

    2024  IEEE Transaction / Journal Paper
    Project ID: EDD-24-0001 
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  8. PRBFPT: A Practical Redactable Blockchain Framework With a Public Trapdoor

    2024  IEEE Transaction / Journal Paper
    Project ID: EDD-24-0002 
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  9. The Optimization of Carbon Emission Prediction in Low Carbon Energy Economy Under Big Data

    2024  IEEE Transaction / Journal Paper
    Project ID: EGM-24-0004 
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  10. Investigation of EMG Parameters for Transtibial Amputees While Treadmill Walking with Different Speeds: A Preliminary Study

    2024  IEEE Transaction / Journal Paper
    Project ID: ELD-24-0008 
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  11. Parameterization of Circuit Breakers for HVDC Transmission Line between Egypt and the Kingdom of Saudi Arabia towards Restriking Voltage

    2024  IEEE Transaction / Journal Paper
    Project ID: ELD-24-0009 
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  12. A Review on the Application of Internet of Medical Things in Wearable Personal Health Monitoring: A Cloud-Edge Artificial Intelligence Approach

    2024  IEEE Transaction / Journal Paper
    Project ID: ELD-24-0010 
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  13. FlowGANAnomaly: Flow-Based Anomaly Network Intrusion Detection with Adversarial Learning

    2024  IEEE Transaction / Journal Paper
    Project ID: ELD-24-0011 
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  14. Longitudinal Measurement Study of the Domain Names Associated with the Major Global Events

    2024  IEEE Transaction / Journal Paper
    Project ID: ELM-24-0236 
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  15. Prediction of Students Academic Performance in the Programming Fundamentals Course Using Long Short-Term Memory Neural Networks

    2024  IEEE Transaction / Journal Paper
    Project ID: ETD-24-0003 
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  16. A Novel Transformer Model With Multiple Instance Learning for Diabetic Retinopathy Classification

    2024  IEEE Transaction / Journal Paper
    Project ID: ICD-24-0001 
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  17. Shortcut Learning Explanations for Deep Natural Language Processing: A Survey on Dataset Biases

    2024  IEEE Transaction / Journal Paper
    Project ID: X2D-24-0001 
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  18. NLP-Based Recommendation Approach for Diverse Service Generation

    2024  IEEE Transaction / Journal Paper
    Project ID: X2D-24-0002 
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  19. A Survey of Text Classification With Transformers: How Wide? How Large? How Long? How Accurate? How Expensive? How Safe?

    2024  IEEE Transaction / Journal Paper
    Project ID: XLD-24-0023 
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  20. Overcoming Challenges For Improved Patient-Centric Care: A Scoping Review Of Platform Ecosystems In Healthcare

    2024  IEEE Transaction / Journal Paper
    Project ID: OWW-24-0001 
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  21. Big Data Analytics Model Using Artificial Intelligence (AI) And 6G Technologies For Healthcare

    2024  IEEE Transaction / Journal Paper
    Project ID: ELD-24-0040 
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  22. Quality Anomaly Detection Using Predictive Techniques An Extensive Big Data Quality Framework for Reliable Data Analysis

    2023  IEEE Transaction / Journal Paper
    Project ID: ELM-23-0224 
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  23. t-Linear Tensor Subspace Learning for Robust Feature Extraction of Hyperspectral Images

    2023  IEEE Transaction / Journal Paper
    Project ID: BIG-23-0001 
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  24. An Attentive Aspect-Based Recommendation Model With Deep Neural Network

    2023  IEEE Transaction / Journal Paper
    Project ID: XDD-23-0001 
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  25. ThoraX-PriorNet A Novel Attention-Based Architecture Using Anatomical Prior Probability Maps for Thoracic Disease Classification

    2023  IEEE Transaction / Journal Paper
    Project ID: IDD-23-0001 
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  26. YR2S: Efficient Deep Learning Technique for Detecting and Classifying Plant Leaf Diseases

    2023  IEEE Transaction / Journal Paper
    Project ID: IDD-23-0002 
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  27. Proposing a Dimensionality Reduction Technique With an Inequality for Unsupervised Learning from HighDimensional Big Data

    2023  IEEE Transaction / Journal Paper
    Project ID: ODN-23-0001 
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  28. Optimal Trading Mechanism Based on Differential Privacy Protection and Stackelberg Game in Big Data Market

    2023  IEEE Transaction / Journal Paper
    Project ID: ODN-23-0002 
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  29. Reproducible and Portable Big Data Analytics in the Cloud

    2023  IEEE Transaction / Journal Paper
    Project ID: ODN-23-0003 
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  30. RFSEGRU Data Balanced Classification Model for Mobile Encrypted Traffic in Big Data Environment

    2023  IEEE Transaction / Journal Paper
    Project ID: ODN-23-0004 
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  31. Deep LearningEmpowered Clinical Big Data Analytics in Healthcare Digital Twins

    2023  IEEE Transaction / Journal Paper
    Project ID: ODN-23-0005 
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  32. Big Data Life Cycle in ShopFloorTrends and Challenges

    2023  IEEE Transaction / Journal Paper
    Project ID: ODN-23-0006 
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  33. Approximate Clustering Ensemble Method for Big Data

    2023  IEEE Transaction / Journal Paper
    Project ID: ODN-23-0007 
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  34. Deep Learning of Sparse Patterns in Medical IoT for Efficient Big Data Harnessing

    2023  IEEE Transaction / Journal Paper
    Project ID: ODN-23-0008 
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  35. Analysis of Scientific Production on the Use of Big Data Analytics in Performance Measurement Systems

    2023  IEEE Transaction / Journal Paper
    Project ID: ODN-23-0009 
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  36. Beyond Technological Capabilities The Mediating Effects of Analytics Culture and Absorptive Capacity on Big Data Analytics Value Creation in Small and MediumSized Enterprises

    2023  IEEE Transaction / Journal Paper
    Project ID: ODN-23-0010 
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  37. Handling Big Microarray Data A Novel Approach to Design Accurate FuzzyBased Medical Expert System

    2023  IEEE Transaction / Journal Paper
    Project ID: ODN-23-0011 
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  38. Eliminating or Shortening the Calibration for a P300 BrainComputer Interface Based on a Convolutional Neural Network and Big Electroencephalography Data An Online Study

    2023  IEEE Transaction / Journal Paper
    Project ID: ODN-23-0012 
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  39. IEEE Transactions on Big Data

    2023  IEEE Transaction / Journal Paper
    Project ID: ODN-23-0013 
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  40. Big Data MLBased Fake News Detection Using Distributed Learning

    2023  IEEE Transaction / Journal Paper
    Project ID: ODN-23-0014 
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  41. Simulation Research on Fast Matching of Big Data Based on Spark

    2023  IEEE Transaction / Journal Paper
    Project ID: ODN-23-0015 
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  42. IEEE Transactions on Big Data

    2023  IEEE Transaction / Journal Paper
    Project ID: ODN-23-0016 
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  43. DeepMist Toward Deep Learning Assisted Mist Computing Framework for Managing Healthcare Big Data

    2023  IEEE Transaction / Journal Paper
    Project ID: ODN-23-0017 
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  44. An InMemory DataCube Aware Distributed Data Discovery Across Clouds for Remote Sensing Big Data

    2023  IEEE Transaction / Journal Paper
    Project ID: ODN-23-0018 
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  45. A Study on Big Data Collecting and Utilizing Smart Factory Based Grid Networking Big Data Using Apache Kafka

    2023  IEEE Transaction / Journal Paper
    Project ID: ODN-23-0019 
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  46. LiDA Language-Independent Data Augmentation for Text Classification

    2023  IEEE Transaction / Journal Paper
    Project ID: XXD-23-0017 
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  47. GLSANet Global-Local Self-Attention Network for Remote Sensing Image Semantic Segmentation

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0085 
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  48. Unsupervised Cross-Modality Adaptation via Dual Structural-Oriented Guidance for 3D Medical Image Segmentation

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0086 
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  49. CUSSNet A Cascaded UnsupervisedBased Strategy and Supervised Network for Biomedical Image Diagnosis and Segmentation

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0087 
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  50. PICS Paradigms Integration and Contrastive Selection for Semisupervised Remote Sensing Images Semantic Segmentation

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0088 
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  51. A Decoupling Method of Multiaxis Accelerometers Based on Segmentation Surface Fitting

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0089 
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  52. DCNet Largescale Point Cloud Semantic Segmentation with Discriminative and Efficient Feature Aggregation

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0090 
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  53. RSSFormer Foreground Saliency Enhancement for Remote Sensing LandCover Segmentation

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0091 
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  54. Estimation of Cameras Noise by Uniform Target Segmentation

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0092 
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  55. HypergraphBased Numerical NeuralLike P Systems for Medical Image Segmentation

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0093 
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  56. GREnet Gradually REcurrent Network With Curriculum Learning for 2D Medical Image Segmentation

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0094 
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  57. Deep Hyperspherical Clustering for Skin Lesion Medical Image Segmentation

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0095 
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  58. Hyperspectral Image Instance Segmentation Using SpectralSpatial Feature Pyramid Network

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0096 
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  59. DGNet Distribution Guided Efficient Learning for Oil Spill Image Segmentation

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0097 
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  60. Subspace Clustering via Adaptive NonNegative Representation Learning and its Application to Image Segmentation

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0098 
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  61. Unsupervised Domain Adaptation Augmented by Mutually Boosted Attention for Semantic Segmentation of VHR Remote Sensing Images

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0099 
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  62. SSTBN A SemiSupervised TriBranch Network for COVID19 Screening and Lesion Segmentation

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0100 
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  63. Selfsupervised Tumor Segmentation with Sim2Real Adaptation

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0101 
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  64. DWinHRFormer A HighResolution Transformer Model With Directional Windows for Semantic Segmentation of Urban Construction Land

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0102 
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  65. A Fine-Grained Unsupervised Domain Adaptation Framework for Semantic Segmentation of Remote Sensing Images

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0103 
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  66. Threshold Attention Network for Semantic Segmentation of Remote Sensing Images

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0104 
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  67. Swin-Conv-Dspp and Global Local Transformer for Remote Sensing Image Semantic Segmentation

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0105 
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  68. Pseudo Features-Guided Self-Training for Domain Adaptive Semantic Segmentation of Satellite Images

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0106 
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  69. EI-HCR An Efficient End-to-End Hybrid Consistency Regularization Algorithm for Semisupervised Remote Sensing Image Segmentation

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0107 
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  70. Exploring Semantic Information Extraction From Different Data Forms in 3D Point Cloud Semantic Segmentation

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0108 
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  71. Distilled Heterogeneous Feature Alignment Network for SAR Image Semantic Segmentation

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0109 
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  72. Multi-Grained Temporal Segmentation Attention Modeling for Skeleton-Based Action Recognition

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0110 
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  73. Self-Guided Optimization Semi-Supervised Method for Joint Segmentation of Macular Hole and Cystoid Macular Edema in Retinal OCT Images

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0111 
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  74. 3D QuantumInspired SelfSupervised Tensor Network for Volumetric Segmentation of Medical Images

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0112 
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  75. Automated Brain Tumor Segmentation for MR Brain Images using Artificial Bee Colony Combined with Interval TypeII Fuzzy Technique

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0113 
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  76. PASeg Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillation

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0114 
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  77. ISNet Automatic Ischemic Stroke Lesion Segmentation on CT Images

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0115 
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  78. The Lighter The Better Rethinking Transformers in Medical Image Segmentation Through Adaptive Pruning

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0116 
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  79. SDMT Spatial Dependence MultiTask Transformer Network for 3D Knee MRI Segmentation and Landmark Localization

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0117 
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  80. Dynamic Loss Weighting for Multiorgan Segmentation in Medical Images

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0118 
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  81. DomainAware Dual Attention for Generalized Medical Image Segmentation on Unseen Domains

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0119 
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  82. Dual UncertaintyGuided Mixing Consistency for SemiSupervised 3D Medical Image Segmentation

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0120 
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  83. SDPN A Slight DualPath Network With LocalGlobal Attention Guided for Medical Image Segmentation

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0121 
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  84. IOPFL InsideOutside Personalization for Federated Medical Image Segmentation

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0122 
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  85. MultiLevel ObjectAware Guidance Network for Biomedical Image Segmentation

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0123 
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  86. MISSU 3D Medical Image Segmentation via Selfdistilling TransUNet

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0124 
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  87. H2Former An Efficient Hierarchical Hybrid Transformer for Medical Image Segmentation

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0125 
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  88. A Multiscale Nonlocal Feature Extraction Network for Breast Lesion Segmentation in Ultrasound Images

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0126 
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  89. BATFormer Towards BoundaryAware Lightweight Transformer for Efficient Medical Image Segmentation

    2023  IEEE Transaction / Journal Paper
    Project ID: ISD-23-0127 
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  90. A CNN-Transformer Hybrid Model Based on CSWin Transformer for UAV Image Object Detection

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0034 
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  91. Feature Alignment FPN for Oriented Object Detection in Remote Sensing Images

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0035 
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  92. Unifying Convolution and Transformer for Efficient Concealed Object Detection in Passive Millimeter-Wave Images

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0036 
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  93. Toward Deeper Understanding of Camouflaged Object Detection

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0037 
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  94. MTU-Net Multilevel TransUNet for Space-Based Infrared Tiny Ship Detection

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0038 
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  95. PEDNet A Lightweight Detection Network of Power Equipment in Infrared Image Based on YOLOv4-Tiny

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0039 
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  96. CAVER Cross-Modal View-Mixed Transformer for Bi-Modal Salient Object Detection

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0040 
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  97. Fusion of Satellite Images and Weather Data With Transformer Networks for Downy Mildew Disease Detection

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0041 
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  98. Remote Sensing Object Detection Based on Strong Feature Extraction and Prescreening Network

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0042 
    View IEEE Base Paper

  99. Detection of Brain Abnormalities in Parkinsons Rats by Combining Deep Learning and Motion Tracking

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0043 
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  100. Multitype Label Noise Modeling and UncertaintyWeighted Label Correction for Concealed Object Detection

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0044 
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  101. TCNet A Novel TripleCooperative Network for Video Object Detection

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0045 
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  102. InstanceAware Distillation for Efficient Object Detection in Remote Sensing Images

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0046 
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  103. DCAMNet A Rapid Detection Network for Strip Steel Surface Defects Based on Deformable Convolution and Attention Mechanism

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0047 
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  104. SOTIFOriented Perception Evaluation Method for Forward Obstacle Detection of Autonomous Vehicles

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0048 
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  105. Contour Modeling ArbitraryOriented Ship Detection From Very HighResolution Optical Remote Sensing Imagery

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0049 
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  106. ISTVT Interpretable SpatialTemporal Video Transformer for Deepfake Detection

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0050 
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  107. InertialBased Gait Metrics During Turning Improve the Detection of EarlyStage Parkinsons Disease Patients

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0051 
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  108. Twitter Hate Speech Detection A Systematic Review of Methods Taxonomy Analysis Challenges and Opportunities

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0052 
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  109. MRENet MultiRate Excitation Network for Deepfake Video Detection

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0053 
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  110. Fast Flood Extent Monitoring With SAR Change Detection Using Google Earth Engine

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0054 
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  111. AuNi Coaxial Nanopillar Microarray Electrodes for Red Blood Cell Concentration Detection

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0055 
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  112. Bi2O3 NanoparticleLoaded Plastic Scintillator for HighEnergy XRay Detection

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0056 
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  113. Image Intensity Variation Information for Interest Point Detection

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0057 
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  114. Bridging the View Disparity Between Radar and Camera Features for MultiModal Fusion 3D Object Detection

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0058 
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  115. Fatigue Working Detection Based on Facial Multifeature Fusion

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0059 
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  116. Optimization for AnchorFree Object Detection via ScaleIndependent GIoU Loss

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0060 
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  117. Deformable YOLOX Detection and Rust Warning Method of Transmission Line Connection Fittings Based on Image Processing Technology

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0061 
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  118. Graph Attention UNet for Retinal Layer Surface Detection and Choroid Neovascularization Segmentation in OCT Images

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0062 
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  119. DCMagnetizationBased Eddy Current Testing for Arbitrary Orientation Defects Detection in Ferromagnetic Steel

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0063 
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  120. Learning Single Spectral Abundance for Hyperspectral Subpixel Target Detection

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0064 
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  121. CrossModality Double Bidirectional Interaction and Fusion Network for RGBT Salient Object Detection

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0065 
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  122. RealTime Polarization Spectral Detection Based on a DualDispersion and CodedAperture Imaging System

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0066 
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  123. CSFGTNet A novel multidimensional feature fusion network based on ConvnextGeLUBiLSTM for EEGsignalsenabled fatigue driving detection

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0067 
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  124. PerspectiveNet An Object Detection Method With Adaptive Perspective Box Network Based on DensityAware

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0068 
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  125. Change Detection on Remote Sensing Images Using DualBranch Multilevel Intertemporal Network

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0069 
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  126. A FeatureMapBased Method for Explaining the Performance Degradation of Ship Detection Networks

    2023  IEEE Transaction / Journal Paper
    Project ID: IJD-23-0070 
    View IEEE Base Paper
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