[CAAI AIR'24] Bilateral Reference for High-Resolution Dichotomous Image Segmentation

This is a background removing tool powered by InSPyReNet (ACCV 2022)

The summary of code and paper for salient object detection with deep learning.

Official PyTorch implementation of Revisiting Image Pyramid Structure for High Resolution Salient Object Detection (ACCV 2022)

Code for our CVPR 2019 paper "A Simple Pooling-Based Design for Real-Time Salient Object Detection"

Camouflaged Object Detection, CVPR 2020 (Oral)

[VINT 2026] SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation

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

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

RGB-D Salient Object Detection: A Survey

PySODEvalToolkit: A Python-based Evaluation Toolbox for Salient Object Detection and Camouflaged Object Detection

CVPR2020, Multi-scale Interactive Network for Salient Object Detection

Codes for the AAAI 2020 paper "F3Net: Fusion, Feedback and Focus for Salient Object Detection"

TRACER: Extreme Attention Guided Salient Object Tracing Network (AAAI 2022) implementation in PyTorch

PyTorch implementation of the CVPR 2019 paper “Pyramid Feature Attention Network for Saliency Detection”

Pyramid Grafting Network for One-Stage High Resolution Saliency Detection. CVPR 2022

:star: PyTorch implement of Deeply Supervised Salient Object Detection with Short Connection

(ECCV 2020) Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection

Summary of RGB-T Salient Object Detection, Semantic segmentation and Crowd Counting.

evaluation toolbox for salient object detection

Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection, CVPR 2022

Revisiting Video Saliency: A Large-scale Benchmark and a New Model (CVPR18, PAMI19)

A curated list of awesome resources for salient object detection (SOD), focusing more on multi-modal SOD, such as RGB-D SOD.

This Toolbox contains E-measure, S-measure, weighted F & F-measure, MAE and PR curves or bar metrics for salient object detection.

Codes for the CVPR2020 paper "Label Decoupling Framework for Salient Object Detection"

Global Context-Aware Progressive Aggregation Network for Salient Object Detection

CAVER: Cross-Modal View-Mixed Transformer for Bi-Modal Salient Object Detection

Code for ICCV 2019 paper. "Depth-induced Multi-scale Recurrent Attention Network for Saliency Detection". [RGB-D Salient Object Detection]

PyTorch-Based Evaluation Tool for Co-Saliency Detection

U^2-Net as a service for background removal