Salient Object Detection in the Deep Learning Era: An In-Depth Survey
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Jan 9, 2021
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saliency-prediction
Here are 53 public repositories matching this topic...
Learning Unsupervised Video Object Segmentation through Visual Attention (CVPR19, PAMI20)
video-processing segmentation video-segmentation object-segmentation visual-attention video-object-segmentation saliency-prediction cvpr2019 fixation-data
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Dec 1, 2022 - Python
Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model. IEEE Transactions on Image Processing (2018)
saliency-map saliency saliency-model saliency-prediction human-eye-fixations saliency-attentive-model
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Apr 29, 2019 - Python
Contextual Encoder-Decoder Network for Visual Saliency Prediction [Neural Networks 2020]
computer-vision deep-learning tensorflow convolutional-neural-networks encoder-decoder paper-implementations spatial-attention saliency-prediction human-fixations saliency-maps
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May 28, 2024 - Python
PySODMetrics: A Simple and Efficient Implementation of Grayscale/Binary Segmentation Metrcis
metrics python3 saliency-map metrics-reported metrics-library saliency salient-object-detection salient-regions saliency-detection saliency-model saliency-prediction saliency-maps saliency-methods metrics-evaluation
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Dec 10, 2024 - Python
Revisiting Video Saliency: A Large-scale Benchmark and a New Model (CVPR18, PAMI19)
attention-mechanism cvpr saliency salient-object-detection fixation visual-attention cvpr2018 cvpr18 saliency-prediction
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Dec 1, 2022 - MATLAB
Unified Image and Video Saliency Modeling (ECCV 2020)
machine-learning deep-learning saliency-map saliency image-saliency saliency-detection eccv ucf-sports visual-salience visual-saliency saliency-model saliency-prediction salicon video-saliency dhf1k eccv2020 eccv-2020 video-saliency-prediction
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Jul 19, 2024 - Python
Video Salient Object Detection via Fully Convolutional Networks (TIP18)
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Jul 13, 2019 - Python
A Deep Multi-Level Network for Saliency Prediction. ICPR 2016
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Oct 26, 2021 - Python
Deep Visual Attention Prediction (TIP18)
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May 10, 2019 - MATLAB
TranSalNet: Towards perceptually relevant visual saliency prediction. Neurocomputing (2022)
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Jul 25, 2024 - Python
[WACV2025] SUM: Saliency Unification through Mamba for Visual Attention Modeling
marketing mamba saliency-map saliency mamba-image visual-attention saliency-model saliency-prediction wacv saliency-analysis saliency-methods mamba-state-space-models vision-mamba mamba-model wacv2025
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Dec 8, 2024 - Python
Salient Object Detection Driven by Fixation Prediction (CVPR2018)
fixation-map saliency salient-object-detection fixation visual-attention cvpr2018 saliency-prediction
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Mar 27, 2021
Pytorch Implementation of the paper - "Tidying Deep Saliency Prediction Architectures"
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Feb 2, 2023 - Python
Salient Object Detection with Pyramid Attention and Salient Edges (CVPR19)
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Jan 6, 2021
Saliency-guided Visual Attention Modeling. #RSS2022 #SOD #RobotVision
computer-vision underwater-robotics salient-object-detection saliency-detection robot-vision visual-perception marine-robotics saliency-prediction
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Jun 13, 2022 - Python
[ICCV 2021] Deep Reinforced Accident Anticipation with Visual Explanation
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Sep 4, 2023 - Python
ECCV-AIM 2024 Challenge on Video Saliency Prediction
challenge video dataset saliency saliency-detection eccv saliency-prediction video-saliency video-saliency-prediction
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Sep 24, 2024 - Python
This research is based on efficient saliency detection using deformable convolutions.
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Feb 21, 2024 - Python
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