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Densely nested top-down flows for salient object detection

https://doi.org/10.1007/s11432-021-3384-y

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-030-58536-5_3openalex-snapshot

Suppress and Balance: A Simple Gated Network for Salient Object Detection

inferredcites →https://doi.org/10.1007/978-3-030-58539-6_42openalex-snapshot

Highly Efficient Salient Object Detection with 100K Parameters

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/10.1007/978-3-319-46493-0_50openalex-snapshot

Saliency Detection with Recurrent Fully Convolutional Networks

inferredcites →https://doi.org/10.1007/s11263-015-0816-yopenalex-snapshot

ImageNet Large Scale Visual Recognition Challenge

inferredcites →https://doi.org/10.1007/s11263-018-1112-4openalex-snapshot

Leveraging Prior-Knowledge for Weakly Supervised Object Detection Under a Collaborative Self-Paced Curriculum Learning Framework

inferredcites →https://doi.org/10.1007/s11432-019-2721-0openalex-snapshot

Multi-attention based cross-domain beauty product image retrieval

inferredcites →https://doi.org/10.1007/s11432-020-3156-7openalex-snapshot

Task-wise attention guided part complementary learning for few-shot image classification

inferredcites →https://doi.org/10.1007/s11432-020-3181-9openalex-snapshot

Onfocus detection: identifying individual-camera eye contact from unconstrained images

inferredcites →https://doi.org/10.1109/cvpr.1993.341010openalex-snapshot

Proceedings of IEEE Conference on Computer Vision and Pattern Recognition

inferredcites →https://doi.org/10.1109/cvpr.2009.5206596openalex-snapshot

Frequency-tuned salient region detection

inferredcites →https://doi.org/10.1109/cvpr.2009.5206848openalex-snapshot

ImageNet: A large-scale hierarchical image database

inferredcites →https://doi.org/10.1109/cvpr.2011.5995344openalex-snapshot

Global contrast based salient region detection

inferredcites →https://doi.org/10.1109/cvpr.2013.153openalex-snapshot

Hierarchical Saliency Detection

inferredcites →https://doi.org/10.1109/cvpr.2013.271openalex-snapshot

Salient Object Detection: A Discriminative Regional Feature Integration Approach

inferredcites →https://doi.org/10.1109/cvpr.2013.407openalex-snapshot

Saliency Detection via Graph-Based Manifold Ranking

inferredcites →https://doi.org/10.1109/cvpr.2013.474openalex-snapshot

Long-Term Occupancy Analysis Using Graph-Based Optimisation in Thermal Imagery

inferredcites →https://doi.org/10.1109/cvpr.2014.360openalex-snapshot

Saliency Optimization from Robust Background Detection

inferredcites →https://doi.org/10.1109/cvpr.2014.43openalex-snapshot

The Secrets of Salient Object Segmentation

inferredcites →https://doi.org/10.1109/cvpr.2015.7298633openalex-snapshot

Predicting eye fixations using convolutional neural networks

inferredcites →https://doi.org/10.1109/cvpr.2015.7298731openalex-snapshot

Saliency detection by multi-context deep learning

inferredcites →https://doi.org/10.1109/cvpr.2015.7299184openalex-snapshot

Visual saliency based on multiscale deep features

inferredcites →https://doi.org/10.1109/cvpr.2016.319openalex-snapshot

Learning Deep Features for Discriminative Localization

inferredcites →https://doi.org/10.1109/cvpr.2016.58openalex-snapshot

Deep Contrast Learning for Salient Object Detection

inferredcites →https://doi.org/10.1109/cvpr.2016.90openalex-snapshot

Deep Residual Learning for Image Recognition

inferredcites →https://doi.org/10.1109/cvpr.2017.106openalex-snapshot

Feature Pyramid Networks for Object Detection

inferredcites →https://doi.org/10.1109/cvpr.2017.243openalex-snapshot

Densely Connected Convolutional Networks

inferredcites →https://doi.org/10.1109/cvpr.2017.404openalex-snapshot

Learning to Detect Salient Objects with Image-Level Supervision

inferredcites →https://doi.org/10.1109/cvpr.2017.563openalex-snapshot

Deeply Supervised Salient Object Detection with Short Connections

inferredcites →https://doi.org/10.1109/cvpr.2017.660openalex-snapshot

Pyramid Scene Parsing Network

inferredcites →https://doi.org/10.1109/cvpr.2018.00187openalex-snapshot

A Bi-Directional Message Passing Model for Salient Object Detection

inferredcites →https://doi.org/10.1109/cvpr.2018.00326openalex-snapshot

PiCANet: Learning Pixel-Wise Contextual Attention for Saliency Detection

inferredcites →https://doi.org/10.1109/cvpr.2019.00172openalex-snapshot

Attentive Feedback Network for Boundary-Aware Salient Object Detection

inferredcites →https://doi.org/10.1109/cvpr.2019.00320openalex-snapshot

Pyramid Feature Attention Network for Saliency Detection

inferredcites →https://doi.org/10.1109/cvpr.2019.00403openalex-snapshot

Cascaded Partial Decoder for Fast and Accurate Salient Object Detection

inferredcites →https://doi.org/10.1109/cvpr.2019.00404openalex-snapshot

A Simple Pooling-Based Design for Real-Time Salient Object Detection

inferredcites →https://doi.org/10.1109/cvpr.2019.00766openalex-snapshot

BASNet: Boundary-Aware Salient Object Detection

inferredcites →https://doi.org/10.1109/cvpr.2019.00834openalex-snapshot

A Mutual Learning Method for Salient Object Detection With Intertwined Multi-Supervision

inferredcites →https://doi.org/10.1109/cvpr42600.2020.00916openalex-snapshot

Interactive Two-Stream Decoder for Accurate and Fast Saliency Detection

inferredcites →https://doi.org/10.1109/cvpr42600.2020.00943openalex-snapshot

Multi-Scale Interactive Network for Salient Object Detection

inferredcites →https://doi.org/10.1109/cvprw.2010.5543739openalex-snapshot

Design and perceptual validation of performance measures for salient object segmentation

inferredcites →https://doi.org/10.1109/iccv.2011.6126499openalex-snapshot

Center-surround divergence of feature statistics for salient object detection

inferredcites →https://doi.org/10.1109/iccv.2015.123openalex-snapshot

Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification

inferredcites →https://doi.org/10.1109/iccv.2015.164openalex-snapshot

Holistically-Nested Edge Detection

inferredcites →https://doi.org/10.1109/iccv.2015.165openalex-snapshot

Minimum Barrier Salient Object Detection at 80 FPS

inferredcites →https://doi.org/10.1109/iccv.2017.487openalex-snapshot

Structure-Measure: A New Way to Evaluate Foreground Maps

inferredcites →https://doi.org/10.1109/iccv.2019.00390openalex-snapshot

Selectivity or Invariance: Boundary-Aware Salient Object Detection

inferredcites →https://doi.org/10.1109/iccv.2019.00736openalex-snapshot

Stacked Cross Refinement Network for Edge-Aware Salient Object Detection

inferredcites →https://doi.org/10.1109/iccv.2019.00887openalex-snapshot

EGNet: Edge Guidance Network for Salient Object Detection

inferredcites →https://doi.org/10.1109/msp.2017.2749125openalex-snapshot

Advanced Deep-Learning Techniques for Salient and Category-Specific Object Detection: A Survey

inferredcites →https://doi.org/10.1109/tip.2016.2579306openalex-snapshot

DeepSaliency: Multi-Task Deep Neural Network Model for Salient Object Detection

inferredcites →https://doi.org/10.1109/tpami.2014.2345401openalex-snapshot

Global Contrast Based Salient Region Detection

inferredcites →https://doi.org/10.1109/tpami.2015.2389824openalex-snapshot

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

inferredcites →https://doi.org/10.1109/tpami.2018.2881114openalex-snapshot

SPFTN: A Joint Learning Framework for Localizing and Segmenting Objects in Weakly Labeled Videos

inferredcites →https://doi.org/10.1109/tpami.2019.2900649openalex-snapshot

Synthesizing Supervision for Learning Deep Saliency Network without Human Annotation

inferredcites →https://doi.org/10.1609/aaai.v34i07.6916openalex-snapshot

F³Net: Fusion, Feedback and Focus for Salient Object Detection

inferredcites →https://doi.org/10.48550/arxiv.1412.6980openalex-snapshot

Adam: A Method for Stochastic Optimization

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.2009.08453openalex-snapshot

MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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An Adversarial Complementary Erasing Network for Salient Object Detection in Optical Remote Sensing Images

inferred← citeshttps://doi.org/10.1007/978-981-97-8685-5_30openalex-snapshot

Camouflage Object Segmentation with Multi-scale Feature Aggregation and Boundary Generation

inferred← citeshttps://doi.org/10.1007/s00138-023-01373-7openalex-snapshot

Dual Context Network for real-time semantic segmentation

inferred← citeshttps://doi.org/10.1007/s00138-023-01405-2openalex-snapshot

Saliency prediction based on multi-channel models of visual processing

inferred← citeshttps://doi.org/10.1007/s00138-023-01424-zopenalex-snapshot

Alternate guidance network for boundary-aware camouflaged object detection

inferred← citeshttps://doi.org/10.1007/s11042-022-12394-1openalex-snapshot

Feature extraction and fusion network for salient object detection

inferred← citeshttps://doi.org/10.1007/s11042-024-18462-yopenalex-snapshot

Multi-objective optimization for reducing feature maps redundancy in CNNs

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Fast-SegNet: fast semantic segmentation network for small objects

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Edge-Aware Spatial Propagation Network for Multi-view Depth Estimation

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M-RRFS: A Memory-Based Robust Region Feature Synthesizer for Zero-Shot Object Detection

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Towards imbalanced motion: part-decoupling network for video portrait segmentation

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Deep Industrial Image Anomaly Detection: A Survey

inferred← citeshttps://doi.org/10.1007/s13369-023-08484-3openalex-snapshot

BDFGNet: A Lightweight Salient Object Detection Network Based on Background Denoising and Feature Generation

inferred← citeshttps://doi.org/10.1016/j.cviu.2024.104148openalex-snapshot

LightSOD: Towards lightweight and efficient network for salient object detection

inferred← citeshttps://doi.org/10.1016/j.displa.2023.102459openalex-snapshot

Few-shot object segmentation with a new feature aggregation module

inferred← citeshttps://doi.org/10.1016/j.dsp.2024.104403openalex-snapshot

CEMINet: Context exploration and multi-level interaction network for salient object detection

inferred← citeshttps://doi.org/10.1016/j.dsp.2025.105332openalex-snapshot

Salient object detection in optical remote sensing images based on hybrid edge fusion perception

inferred← citeshttps://doi.org/10.1016/j.engappai.2023.106271openalex-snapshot

THFE: A Triple-hierarchy Feature Enhancement method for tiny boat detection

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Co-saliency detection with two-stage co-attention mining and individual calibration

inferred← citeshttps://doi.org/10.1016/j.eswa.2022.117682openalex-snapshot

SLMS-SSD: Improving the balance of semantic and spatial information in object detection

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Salient object detection via multi-grained refinement polygon topology positive feedback

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Treasure in the background: Improve saliency object detection by self-supervised contrast learning

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Incorporating estimated depth maps and multi-modal pretraining to improve salient object detection in optical remote sensing images

inferred← citeshttps://doi.org/10.1016/j.eswa.2025.130863openalex-snapshot

Cos-UMamba: Optimizing salient object detection with cosine scanning and bias-corrected feature fusion in optical remote sensing images

inferred← citeshttps://doi.org/10.1016/j.imavis.2024.105048openalex-snapshot

BMFNet: Bifurcated multi-modal fusion network for RGB-D salient object detection

inferred← citeshttps://doi.org/10.1016/j.imavis.2025.105414openalex-snapshot

Co-salient object detection with consensus mining and consistency cross-layer interactive decoding

inferred← citeshttps://doi.org/10.1016/j.isprsjprs.2025.03.025openalex-snapshot

Saliency supervised masked autoencoder pretrained salient location mining network for remote sensing image salient object detection

inferred← citeshttps://doi.org/10.1016/j.neucom.2024.127672openalex-snapshot

Synergizing triple attention with depth quality for RGB-D salient object detection

inferred← citeshttps://doi.org/10.1016/j.neucom.2024.127826openalex-snapshot

DecomCAM: Advancing beyond saliency maps through decomposition and integration

inferred← citeshttps://doi.org/10.1016/j.neunet.2024.106751openalex-snapshot

DMGNet: Depth mask guiding network for RGB-D salient object detection

inferred← citeshttps://doi.org/10.1016/j.optlastec.2025.113751openalex-snapshot

Multi-Scale attention Coordination Network for remote sensing image salient object detection

inferred← citeshttps://doi.org/10.1016/j.optlastec.2026.116395openalex-snapshot

SDSCNet: Structure-aware detail-semantic collaboration network for salient object detection in optical remote sensing images

inferred← citeshttps://doi.org/10.1016/j.patcog.2024.110903openalex-snapshot

DC-Net: Divide-and-conquer for salient object detection

inferred← citeshttps://doi.org/10.1016/j.patcog.2025.111478openalex-snapshot

Optical remote sensing image salient object detection via bidirectional cross-attention and attention restoration

inferred← citeshttps://doi.org/10.1016/j.patrec.2022.10.009openalex-snapshot

Similarity activation map for co-salient object detection

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An automotive case study on the limits of approximation for object detection

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IFE-net: improved feature enhancement network for weak feature target recognition in autonomous underwater vehicles

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SFD-SLAM: a novel dynamic RGB-D SLAM based on saliency region detection

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Safety Helmet Monitoring System Based on Improved YOLOv5

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Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection

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Boosting Low-Data Instance Segmentation by Unsupervised Pre-training with Saliency Prompt

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VSCode: General Visual Salient and Camouflaged Object Detection with 2D Prompt Learning

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A Rotated Object Detection Method for Campus Cracks in Complex Scenes

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Rethinking Detecting Salient and Camouflaged Objects in Unconstrained Scenes

inferred← citeshttps://doi.org/10.1109/icme59968.2025.11209049openalex-snapshot

Dual-Branch Attention Network for Salient Object Detection in Optical Remote Sensing Images

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Progressive Complementation Network With Semantics and Details for Salient Object Detection in Optical Remote Sensing Images

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A Cross-Fusion Network for Salient Object Detection in Optical Remote Sensing Images

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Multichannel Aligned Feature Fusion Method for Salient Object Detection in Optical Remote Sensing Images

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Self-Supervised Fast Texture Defect Detection Based on Salient Object Detection

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Viewing Behavior Supported Visual Saliency Predictor for 360 Degree Videos

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AppFuse: An Appearance Fusion Framework for Saliency Cues

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HRTransNet: HRFormer-Driven Two-Modality Salient Object Detection

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AJENet: Adaptive Joints Enhancement Network for Abnormal Behavior Detection in Office Scenario

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Revisiting Open World Object Detection

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G 2 HFNet: GeoGran-Aware Hierarchical Feature Fusion Network for Salient Object Detection in Optical Remote Sensing Images

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PSNet: Parallel Symmetric Network for Video Salient Object Detection

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Multiscale and Multidimensional Weighted Network for Salient Object Detection in Optical Remote Sensing Images

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Iterative Saliency Aggregation and Assignment Network for Efficient Salient Object Detection in Optical Remote Sensing Images

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United Domain Cognition Network for Salient Object Detection in Optical Remote Sensing Images

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Rethinking Masked Autoencoder for Salient Object Detection in Optical Remote Sensing Images From a Pseudo Image Pretraining Perspective

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RDNet: Region Proportion-Aware Dynamic Adaptive Salient Object Detection Network in Optical Remote Sensing Images

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Edge-Guided Refinement Network With Similarity Perception for Salient Object Detection in Optical Remote Sensing Images

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DINet: Depth-Guided and Iterative Refinement Network for Salient Object Detection in Optical Remote Sensing Images

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Spatial-Frequency Enhancement and Scale-Decoupled Refinement Network for Salient Object Detection in ORSI

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Disentangled Capsule Routing for Fast Part-Object Relational Saliency

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Feature Aggregation and Propagation Network for Camouflaged Object Detection

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MFNet: A Novel GNN-Based Multi-Level Feature Network With Superpixel Priors

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FSNet: Focus Scanning Network for Camouflaged Object Detection

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Collaborative Content-Dependent Modeling: A Return to the Roots of Salient Object Detection

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Salient Object Detection in Optical Remote Sensing Images Driven by Transformer

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Uncertainty-Aware Active Domain Adaptive Salient Object Detection

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IFENet: Interaction, Fusion, and Enhancement Network for V-D-T Salient Object Detection

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Learning Fine-Grained Information With Capsule-Wise Attention for Salient Object Detection

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LARNet: Towards Lightweight, Accurate and Real-Time Salient Object Detection

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Large-Scale Crowd Counting by Hierarchical Context Guided Aggregation Network

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Saliency-Free and Aesthetic-Aware Panoramic Video Navigation

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Advanced Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection

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Unsupervised Pre-Training With Language-Vision Prompts for Low-Data Instance Segmentation

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Dual Domain-Adversarial Learning for Audio-Visual Saliency Prediction

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PAV-SOD: A New Task towards Panoramic Audiovisual Saliency Detection

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Semantic-Consistency-guided Learning on Deep Features for Unsupervised Salient Object Detection

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Progressive Adapting and Pruning: Domain-Incremental Learning for Saliency Prediction

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ASIFusion: An Adaptive Saliency Injection-Based Infrared and Visible Image Fusion Network

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Direction-aware Attention and Semantic Guidance Network for Salient Object Detection in Optical Remote Sensing Images

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Salient Object Detection in Optical Remote Sensing Images Based on Dual-Branch Heterogeneous Feature Interaction

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EdgeYOLO: An Edge-Real-Time Object Detector

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Improving Polyp Segmentation with Boundary-Assisted Guidance and Cross-Scale Interaction Fusion Transformer Network

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Global Context Relation-Guided Feature Aggregation Network for Salient Object Detection in Optical Remote Sensing Images

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Progressive Self-Prompting Segment Anything Model for Salient Object Detection in Optical Remote Sensing Images

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CNN–Transformer Hybrid Architecture for Underwater Sonar Image Segmentation

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TSFANet: Trans-Mamba Hybrid Network with Semantic Feature Alignment for Remote Sensing Salient Object Detection

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Visual Attention Fusion Network (VAFNet): Bridging Bottom-Up and Top-Down Features in Infrared and Visible Image Fusion

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Semi-supervised deep learning for robust anomaly detection in smart manufacturing systems

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