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Leveraging Deep Learning Techniques to Obtain Efficacious Segmentation Results

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Generative Adversarial Networks
inferredcites →https://doi.org/10.1007/978-3-030-00889-5_1openalex-snapshot
UNet++: A Nested U-Net Architecture for Medical Image Segmentation
inferredcites →https://doi.org/10.1007/978-3-030-01234-2_1openalex-snapshot
CBAM: Convolutional Block Attention Module
inferredcites →https://doi.org/10.1007/978-3-030-01240-3_45openalex-snapshot
Graininess-Aware Deep Feature Learning for Pedestrian Detection
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Bi-box Regression for Pedestrian Detection and Occlusion Estimation
inferredcites →https://doi.org/10.1007/978-3-030-59710-8_64openalex-snapshot
Domain Adaptive Relational Reasoning for 3D Multi-organ Segmentation
inferredcites →https://doi.org/10.1007/978-3-031-25066-8_9openalex-snapshot
Swin-Unet: Unet-Like Pure Transformer for Medical Image Segmentation
inferredcites →https://doi.org/10.1007/978-3-319-24574-4_28openalex-snapshot
U-Net: Convolutional Networks for Biomedical Image Segmentation
inferredcites →https://doi.org/10.1007/978-3-319-46448-0_5openalex-snapshot
Learning to Refine Object Segments
inferredcites →https://doi.org/10.1007/978-3-319-46466-4_3openalex-snapshot
DeeperCut: A Deeper, Stronger, and Faster Multi-person Pose Estimation Model
inferredcites →https://doi.org/10.1007/978-3-319-46493-0_22openalex-snapshot
A Unified Multi-scale Deep Convolutional Neural Network for Fast Object Detection
inferredcites →https://doi.org/10.1007/978-3-319-61657-5_6openalex-snapshot
Iris Segmentation Using Fully Convolutional Encoder–Decoder Networks
inferredcites →https://doi.org/10.1007/978-3-319-66179-7_34openalex-snapshot
Pathological OCT Retinal Layer Segmentation Using Branch Residual U-Shape Networks
inferredcites →https://doi.org/10.1007/bf02348085openalex-snapshot
Adaptive edge localisation approach for quantitative coronary analysis
inferredcites →https://doi.org/10.1007/s10851-005-0482-8openalex-snapshot
Least Squares Fitting of Circles
inferredcites →https://doi.org/10.1016/j.jvcir.2018.10.001openalex-snapshot
Attention guided U-Net for accurate iris segmentation
inferredcites →https://doi.org/10.1016/j.media.2017.10.002openalex-snapshot
A deep learning model integrating FCNNs and CRFs for brain tumor segmentation
inferredcites →https://doi.org/10.1016/j.media.2019.01.012openalex-snapshot
Attention gated networks: Learning to leverage salient regions in medical images
inferredcites →https://doi.org/10.1016/j.patcog.2020.107404openalex-snapshot
U2-Net: Going deeper with nested U-structure for salient object detection
inferredcites →https://doi.org/10.1016/j.patrec.2008.04.005openalex-snapshot
Semantic object classes in video: A high-definition ground truth database
inferredcites →https://doi.org/10.1016/s0167-8655(02)00056-9openalex-snapshot
Texture classification using Gabor filters
inferredcites →https://doi.org/10.1023/b:visi.0000029664.99615.94openalex-snapshot
Distinctive Image Features from Scale-Invariant Keypoints
inferredcites →https://doi.org/10.1049/ipr2.12538openalex-snapshot
RAG‐Net: ResNet‐50 attention gate network for accurate iris segmentation
inferredcites →https://doi.org/10.1088/1755-1315/440/5/052025openalex-snapshot
An improved method of Tiny YOLOV3
inferredcites →https://doi.org/10.1109/34.192463openalex-snapshot
A theory for multiresolution signal decomposition: the wavelet representation
inferredcites →https://doi.org/10.1109/access.2019.2924464openalex-snapshot
A Robust Iris Segmentation Scheme Based on Improved U-Net
inferredcites →https://doi.org/10.1109/access.2020.3041519openalex-snapshot
Iris Segmentation Using Interactive Deep Learning
inferredcites →https://doi.org/10.1109/acit-csi.2015.82openalex-snapshot
Content Retrieval Algorithm Based on Improved HOG
inferredcites →https://doi.org/10.1109/acssc.2003.1292216openalex-snapshot
Multiscale structural similarity for image quality assessment
inferredcites →https://doi.org/10.1109/btas.2007.4401910openalex-snapshot
The NICE.I: Noisy Iris Challenge Evaluation - Part I
inferredcites →https://doi.org/10.1109/cbms49503.2020.00111openalex-snapshot
DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation
inferredcites →https://doi.org/10.1109/cvpr.2015.7298958openalex-snapshot
Recurrent convolutional neural network for object recognition
inferredcites →https://doi.org/10.1109/cvpr.2015.7298965openalex-snapshot
Fully convolutional networks for semantic segmentation
inferredcites →https://doi.org/10.1109/cvpr.2016.308openalex-snapshot
Rethinking the Inception Architecture for Computer Vision
inferredcites →https://doi.org/10.1109/cvpr.2016.79openalex-snapshot
Instance-Level Segmentation for Autonomous Driving with Deep Densely Connected MRFs
inferredcites →https://doi.org/10.1109/cvpr.2016.90openalex-snapshot
Deep Residual Learning for Image Recognition
inferredcites →https://doi.org/10.1109/cvpr.2017.195openalex-snapshot
Xception: Deep Learning with Depthwise Separable Convolutions
inferredcites →https://doi.org/10.1109/cvpr.2017.243openalex-snapshot
Densely Connected Convolutional Networks
inferredcites →https://doi.org/10.1109/cvpr.2017.639openalex-snapshot
What Can Help Pedestrian Detection?
inferredcites →https://doi.org/10.1109/cvpr.2017.660openalex-snapshot
Pyramid Scene Parsing Network
inferredcites →https://doi.org/10.1109/cvpr.2018.00474openalex-snapshot
MobileNetV2: Inverted Residuals and Linear Bottlenecks
inferredcites →https://doi.org/10.1109/cvpr.2018.00731openalex-snapshot
Occluded Pedestrian Detection Through Guided Attention in CNNs
inferredcites →https://doi.org/10.1109/cvpr.2019.00533openalex-snapshot
High-Level Semantic Feature Detection: A New Perspective for Pedestrian Detection
inferredcites →https://doi.org/10.1109/cvpr.2019.00662openalex-snapshot
Adaptive NMS: Refining Pedestrian Detection in a Crowd
inferredcites →https://doi.org/10.1109/cvpr.2019.01289openalex-snapshot
In Defense of Pre-Trained ImageNet Architectures for Real-Time Semantic Segmentation of Road-Driving Images
inferredcites →https://doi.org/10.1109/cvpr42600.2020.01076openalex-snapshot
NMS by Representative Region: Towards Crowded Pedestrian Detection by Proposal Pairing
inferredcites →https://doi.org/10.1109/cvpr46437.2021.00405openalex-snapshot
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation
inferredcites →https://doi.org/10.1109/cvprw.2009.5206848openalex-snapshot
ImageNet: A large-scale hierarchical image database
inferredcites →https://doi.org/10.1109/cvprw.2017.66openalex-snapshot
Semantic Instance Segmentation for Autonomous Driving
inferredcites →https://doi.org/10.1109/icaccs48705.2020.9074315openalex-snapshot
YOLO v3-Tiny: Object Detection and Recognition using one stage improved model
inferredcites →https://doi.org/10.1109/icassp40776.2020.9053405openalex-snapshot
UNet 3+: A Full-Scale Connected UNet for Medical Image Segmentation
inferredcites →https://doi.org/10.1109/iccv.2017.411openalex-snapshot
Towards More Accurate Iris Recognition Using Deeply Learned Spatially Corresponding Features
inferredcites →https://doi.org/10.1109/iccv.2019.00507openalex-snapshot
Mask-Guided Attention Network for Occluded Pedestrian Detection
inferredcites →https://doi.org/10.1109/iccv48922.2021.00986openalex-snapshot
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
inferredcites →https://doi.org/10.1109/icmlc.2010.5580566openalex-snapshot
Content-based image retrieval using color moment and Gabor texture feature
inferredcites →https://doi.org/10.1109/isbi.2019.8759477openalex-snapshot
Focusnet: An Attention-Based Fully Convolutional Network for Medical Image Segmentation
inferredcites →https://doi.org/10.1109/ivs.2017.7995966openalex-snapshot
Efficient ConvNet for real-time semantic segmentation
inferredcites →https://doi.org/10.1109/sibgrapi.2018.00043openalex-snapshot
Robust Iris Segmentation Based on Fully Convolutional Networks and Generative Adversarial Networks
inferredcites →https://doi.org/10.1109/tifs.2020.2980791openalex-snapshot
Towards Complete and Accurate Iris Segmentation Using Deep Multi-Task Attention Network for Non-Cooperative Iris Recognition
inferredcites →https://doi.org/10.1109/titb.2004.832545openalex-snapshot
Perceptually Tuned JPEG Coder for Echocardiac Image Compression
inferredcites →https://doi.org/10.1109/tpami.2009.66openalex-snapshot
The UBIRIS.v2: A Database of Visible Wavelength Iris Images Captured On-the-Move and At-a-Distance
inferredcites →https://doi.org/10.1109/tpami.2011.155openalex-snapshot
Pedestrian Detection: An Evaluation of the State of the Art
inferredcites →https://doi.org/10.1109/tpami.2016.2577031openalex-snapshot
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
inferredcites →https://doi.org/10.1109/tpami.2016.2644615openalex-snapshot
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
inferredcites →https://doi.org/10.1109/tpami.2019.2938758openalex-snapshot
Res2Net: A New Multi-Scale Backbone Architecture
inferredcites →https://doi.org/10.1109/tsmc.1979.4310076openalex-snapshot
A Threshold Selection Method from Gray-Level Histograms
inferredcites →https://doi.org/10.1145/2671188.2749287openalex-snapshot
Content-based Image Retrieval Using Rotation-invariant Histograms of Oriented Gradients
inferredcites →https://doi.org/10.1145/3065386openalex-snapshot
ImageNet classification with deep convolutional neural networks
inferredcites →https://doi.org/10.1145/3338533.3366558openalex-snapshot
Efficient Dense Modules of Asymmetric Convolution for Real-Time Semantic Segmentation
inferredcites →https://doi.org/10.1155/2019/4568929openalex-snapshot
An Efficient and Robust Iris Segmentation Algorithm Using Deep Learning
inferredcites →https://doi.org/10.14569/ijacsa.2013.040627openalex-snapshot
A comparative study of Image Region-Based Segmentation Algorithms
inferredcites →https://doi.org/10.1515/9781400827268.494openalex-snapshot
A Theory for Multiresolution Signal Decomposition: The Wavelet Representation
inferredcites →https://doi.org/10.1609/aaai.v31i1.11231openalex-snapshot
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning
inferredcites →https://doi.org/10.24963/ijcai.2017/208openalex-snapshot
Importance-Aware Semantic Segmentation for Autonomous Driving System
inferredcites →https://doi.org/10.3390/app11198802openalex-snapshot
Real-Time Semantic Image Segmentation with Deep Learning for Autonomous Driving: A Survey
inferredcites →https://doi.org/10.3390/app12031225openalex-snapshot
Fast and Robust People Detection in RGB Images
inferredcites →https://doi.org/10.3390/computers10110139openalex-snapshot
Brain Tumor Segmentation of MRI Images Using Processed Image Driven U-Net Architecture
inferredcites →https://doi.org/10.3390/life12101570openalex-snapshot
nn-TransUNet: An Automatic Deep Learning Pipeline for Heart MRI Segmentation
inferredcites →https://doi.org/10.3390/s18051501openalex-snapshot
IrisDenseNet: Robust Iris Segmentation Using Densely Connected Fully Convolutional Networks in the Images by Visible Light and Near-Infrared Light Camera Sensors
inferredcites →https://doi.org/10.3390/s19204434openalex-snapshot
Fast Depth Estimation in a Single Image Using Lightweight Efficient Neural Network
inferredcites →https://doi.org/10.4230/lipics.cosit.2022.18openalex-snapshot
AI-Assisted Pipeline for Dynamic Generation of Trustworthy Health Supplement Content at Scale
inferredcites →https://doi.org/10.48550/arxiv.1409.1556openalex-snapshot
Very Deep Convolutional Networks for Large-Scale Image Recognition
inferredcites →https://doi.org/10.48550/arxiv.1411.4038openalex-snapshot
Fully Convolutional Networks for Semantic Segmentation
inferredcites →https://doi.org/10.48550/arxiv.1412.7062openalex-snapshot
Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs
inferredcites →https://doi.org/10.48550/arxiv.1503.02351openalex-snapshot
Fully Connected Deep Structured Networks
inferredcites →https://doi.org/10.48550/arxiv.1506.02142openalex-snapshot
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
inferredcites →https://doi.org/10.48550/arxiv.1602.07360openalex-snapshot
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size
inferredcites →https://doi.org/10.48550/arxiv.1609.09106openalex-snapshot
HyperNetworks
inferredcites →https://doi.org/10.48550/arxiv.1706.05587openalex-snapshot
Rethinking Atrous Convolution for Semantic Image Segmentation
inferredcites →https://doi.org/10.48550/arxiv.1706.08564openalex-snapshot
Illuminating Pedestrians via Simultaneous Detection & Segmentation
inferredcites →https://doi.org/10.48550/arxiv.1709.01507openalex-snapshot
Squeeze-and-Excitation Networks
inferredcites →https://doi.org/10.48550/arxiv.1809.06323openalex-snapshot
Efficient Dense Modules of Asymmetric Convolution for Real-Time Semantic Segmentation
inferredcites →https://doi.org/10.48550/arxiv.1905.11946openalex-snapshot
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks
inferredcites →https://doi.org/10.48550/arxiv.1907.11357openalex-snapshot
DABNet: Depth-wise Asymmetric Bottleneck for Real-time Semantic Segmentation
inferredcites →https://doi.org/10.48550/arxiv.2101.06085openalex-snapshot
Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes
inferredcites →https://doi.org/10.48550/arxiv.2102.04306openalex-snapshot
TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation
inferredcites →https://doi.org/10.48550/arxiv.2110.10334openalex-snapshot
Toward Accurate and Reliable Iris Segmentation Using Uncertainty Learning
inferredcites →https://doi.org/10.5430/jbgc.v4n2p33openalex-snapshot
Automated detection of lung cancer using statistical and morphological image processing techniques
inferredcites →https://doi.org/10.5923/j.scit.20120205.02openalex-snapshot
Circular Hough Transform for Iris localization
inferredcites →https://doi.org/10.7717/peerj.6201openalex-snapshot
Breast cancer detection using deep convolutional neural networks and support vector machines

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inferred← citeshttps://doi.org/10.1111/coin.70018openalex-snapshot
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inferred← citeshttps://doi.org/10.1142/s0219649224501016openalex-snapshot
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inferred← citeshttps://doi.org/10.1142/s0219649225501229openalex-snapshot
Optimisation of Word Recommendation Algorithm Based on Bipartite Product Graph for Library Book Thematic Management Model
inferred← citeshttps://doi.org/10.1142/s0219686726500289openalex-snapshot
Robot Assembly Action Recognition and Job Standardization Evaluation Method Based on Computer-Aided Manufacturing
inferred← citeshttps://doi.org/10.1155/abb/7898511openalex-snapshot
Physical Function Training Strategies for Improving Tennis Players’ Baseline Movement Stroke Ability
inferred← citeshttps://doi.org/10.1177/10775463241287846openalex-snapshot
Enhancement of sound transmission through an aircraft structure modeled as a doubly curved shell under uncertainty considering robust H ∞ controller
inferred← citeshttps://doi.org/10.1177/14727978251366478openalex-snapshot
Body posture recognition of aerobics based on improved OpenPose lightweight estimation algorithm
inferred← citeshttps://doi.org/10.1177/14727978251366487openalex-snapshot
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inferred← citeshttps://doi.org/10.1177/14727978251366504openalex-snapshot
Object detection in robot binocular vision image processing based on YOLOv4 algorithm
inferred← citeshttps://doi.org/10.1177/14727978251366535openalex-snapshot
Optimization of prefabricated building construction based on dragonfly algorithm and BIM technology
inferred← citeshttps://doi.org/10.1177/18724981251397942openalex-snapshot
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inferred← citeshttps://doi.org/10.1186/s42162-025-00530-8openalex-snapshot
Charging pile fault prediction method combining whale optimization algorithm and long short-term memory network
inferred← citeshttps://doi.org/10.1371/journal.pone.0330176openalex-snapshot
Protection and Analysis of Intangible Cultural Heritage Videos Based on Keyframe Extraction and Adaptive Weight Assignment
inferred← citeshttps://doi.org/10.14569/ijacsa.2024.0150195openalex-snapshot
Audio Style Conversion Based on AutoML and Big Data Analysis
inferred← citeshttps://doi.org/10.14569/ijacsa.2024.0150618openalex-snapshot
Smart City Traffic Data Analysis and Prediction Based on Weighted K-means Clustering Algorithm
inferred← citeshttps://doi.org/10.1515/nleng-2024-0053openalex-snapshot
Greenhouse monitoring system integrating NB-IOT technology and a cloud service framework
inferred← citeshttps://doi.org/10.1680/jtran.25.00038openalex-snapshot
Airport surface traffic situation prediction method based on improved CNN-LSTM
inferred← citeshttps://doi.org/10.21595/jme.2024.23977openalex-snapshot
Crack recognition and defect detection of assembly building constructions for intelligent construction
inferred← citeshttps://doi.org/10.22630/mgv.2025.34.4.4openalex-snapshot
A method for generating advertising design images based on hierarchical features and simulated annealing algorithm
inferred← citeshttps://doi.org/10.2478/eces-2025-0032openalex-snapshot
Rural Tourism Route Recommendation Method Integrating Greedy Algorithm and Attention Mechanism
inferred← citeshttps://doi.org/10.3103/s014641162570052xopenalex-snapshot
Feature Extraction and Recognition Based on Integrated Material Painting Images
inferred← citeshttps://doi.org/10.31449/inf.v48i11.6157openalex-snapshot
Radio Frequency Fingerprint Identification Technology Considering Strong Interference of Electromagnetic Noise
inferred← citeshttps://doi.org/10.31449/inf.v48i23.6539openalex-snapshot
Visibility Detection Technology in Highway Engineering Considering Image Processing Technology Combined with Deep Learning Algorithms
inferred← citeshttps://doi.org/10.31449/inf.v49i17.7595openalex-snapshot
Innovative Application of Intelligent Mechanical Manufacturing Based on Self-Supervised Learning and Graph Neural Network Fusion Optimization
inferred← citeshttps://doi.org/10.3233/idt-240458openalex-snapshot
Digital toy design: A doll head modeling method based on model matching and texture generation
inferred← citeshttps://doi.org/10.3389/fmech.2024.1430063openalex-snapshot
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inferred← citeshttps://doi.org/10.3389/fmech.2025.1690084openalex-snapshot
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inferred← citeshttps://doi.org/10.3389/fmech.2025.1707105openalex-snapshot
Automatic detection system for aircraft engine turbine blade faults based on improved PSO
inferred← citeshttps://doi.org/10.3390/app14135739openalex-snapshot
Deep Learning and Face Recognition: Face Recognition Approach Based on the DS-CDCN Algorithm
inferred← citeshttps://doi.org/10.3390/app14188441openalex-snapshot
Application of Supervised Learning Methods and Information Gain Methods in the Determination of Asbestos–Cement Roofs’ Deterioration State
inferred← citeshttps://doi.org/10.3390/app15137395openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/buildings14040951openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/buildings14041052openalex-snapshot
Shear Performance of Demountable High-Strength Bolted Connectors: An Experimental and Numerical Study Based on Reverse Push-Out Tests
inferred← citeshttps://doi.org/10.3390/buildings14051382openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/buildings14092591openalex-snapshot
Novel Multi-Vibration Resonator with Wide Low-Frequency Bandgap for Rayleigh Waves Attenuation
inferred← citeshttps://doi.org/10.3390/buildings14092660openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/f16040596openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/foods14091554openalex-snapshot
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inferred← citeshttps://doi.org/10.3390/jmse12071149openalex-snapshot
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inferred← citeshttps://doi.org/10.37965/jait.2023.0445openalex-snapshot
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inferred← citeshttps://doi.org/10.4015/s1016237226500080openalex-snapshot
AUTOMATED DETECTION OF ALZHEIMER’S DISEASE IN EARLY STAGES BY USING ADAPTIVE DEEP CAPSULE NETWORK WITH GRAPH CONVOLUTION NETWORK-BASED FEATURES EXTRACTION ON MULTIMODALITY DATA
inferred← citeshttps://doi.org/10.4018/jcit.381209openalex-snapshot
Effects of VBM-Based Dance Training on Sensory Training Functional Areas in the Adolescent Insular
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