saliency-prediction

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wenguanwang /SODsurvey

Star390

Salient Object Detection in the Deep Learning Era: An In-Depth Survey

survey sod saliency salient-object-detection visual-attention saliency-prediction saliency-maps

UpdatedJan 9, 2021

lartpang /PySODMetrics

Star284

PySODMetrics: A Simple and Efficient Implementation of Grayscale/Binary Segmentation Metrics

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

UpdatedSep 26, 2025
Python

marcellacornia /sam

Star216

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

UpdatedApr 29, 2019
Python

wenguanwang /AGS

Star209

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

UpdatedDec 1, 2022
Python

alexanderkroner /saliency

Star200

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

UpdatedMay 28, 2024
Python

rdroste /unisal

Star147

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

UpdatedJul 19, 2024
Python

wenguanwang /DHF1K

Star142

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

UpdatedDec 1, 2022
MATLAB

wenguanwang /ViSalientObject

Star111

Video Salient Object Detection via Fully Convolutional Networks (TIP18)

saliency saliency-detection saliency-prediction

UpdatedJul 13, 2019
Python

marcellacornia /mlnet

Star97

A Deep Multi-Level Network for Saliency Prediction. ICPR 2016

saliency-map saliency ml-net saliency-model saliency-prediction human-eye-fixations

UpdatedOct 26, 2021
Python

Arhosseini77 /SUM

Star83

[WACV2025 Oral] 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

UpdatedAug 23, 2025
Python

wenguanwang /deepattention

Star80

Deep Visual Attention Prediction (TIP18)

attention-mechanism attention-model fixation saliency-detection saliency-prediction

UpdatedMay 10, 2019
MATLAB

LJOVO /TranSalNet

Star60

TranSalNet: Towards perceptually relevant visual saliency prediction. Neurocomputing (2022)

pytorch saliency-map visual-saliency saliency-prediction

UpdatedJul 25, 2024
Python

zhao-chunyu /SaliencyMamba

Star45

[AAAI’2025] SalM²: An Extremely Lightweight Saliency Mamba Model for Real-Time Cognitive Awareness of Driver Attention

mamba saliency-prediction

UpdatedAug 12, 2025
Python

wenguanwang /ASNet

Star44

Salient Object Detection Driven by Fixation Prediction (CVPR2018)

fixation-map saliency salient-object-detection fixation visual-attention cvpr2018 saliency-prediction

UpdatedMar 27, 2021

samyak0210 /saliency

Star41

Pytorch Implementation of the paper - "Tidying Deep Saliency Prediction Architectures"

pytorch-implementation simplenet saliency-prediction saliency-models

UpdatedFeb 2, 2023
Python

wenguanwang /PAGE-Net

Star36

Salient Object Detection with Pyramid Attention and Salient Edges (CVPR19)

saliency-map saliency saliency-detection saliency-prediction saliency-attentive-model cvpr19

UpdatedJan 6, 2021

xahidbuffon /SVAM-Net

Star30

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

UpdatedJun 13, 2022
Python

msu-video-group /ECCVW24_Saliency_Prediction

Star28

ECCV-AIM 2024 Challenge on Video Saliency Prediction

challenge video dataset saliency saliency-detection eccv saliency-prediction video-saliency video-saliency-prediction

UpdatedSep 24, 2024
Python

Cogito2012 /DRIVE

Star26

[ICCV 2021] Deep Reinforced Accident Anticipation with Visual Explanation

reinforcement-learning saliency-prediction accident-anticipation

UpdatedSep 4, 2023
Python

ashleylqx /STRA-Net

Star23

STRAL-Net

visual-attention saliency-prediction

UpdatedDec 4, 2024
Python

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