Salient Object Detection

232 papers with code • 6 benchmarks • 16 datasets

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Latest papers with no code

CosalPure: Learning Concept from Group Images for Robust Co-Saliency Detection

no code yet • 27 Mar 2024

In this paper, we propose a novel robustness enhancement framework by first learning the concept of the co-salient objects based on the input group images and then leveraging this concept to purify adversarial perturbations, which are subsequently fed to CoSODs for robustness enhancement.

CSDNet: Detect Salient Object in Depth-Thermal via A Lightweight Cross Shallow and Deep Perception Network

no code yet • 15 Mar 2024

While we enjoy the richness and informativeness of multimodal data, it also introduces interference and redundancy of information.

Reframe Anything: LLM Agent for Open World Video Reframing

no code yet • 10 Mar 2024

The proliferation of mobile devices and social media has revolutionized content dissemination, with short-form video becoming increasingly prevalent.

A Simple yet Effective Network based on Vision Transformer for Camouflaged Object and Salient Object Detection

no code yet • 29 Feb 2024

Camouflaged object detection (COD) and salient object detection (SOD) are two distinct yet closely-related computer vision tasks widely studied during the past decades.

Decomposition-based and Interference Perception for Infrared and Visible Image Fusion in Complex Scenes

no code yet • 3 Feb 2024

Infrared and visible image fusion has emerged as a prominent research in computer vision.

A Saliency Enhanced Feature Fusion based multiscale RGB-D Salient Object Detection Network

no code yet • 22 Jan 2024

SEFF utilizes saliency maps of the neighboring scales to enhance the necessary features for fusing, resulting in more representative fused features.

Discriminative Consensus Mining with A Thousand Groups for More Accurate Co-Salient Object Detection

no code yet • 15 Jan 2024

Co-Salient Object Detection (CoSOD) is a rapidly growing task, extended from Salient Object Detection (SOD) and Common Object Segmentation (Co-Segmentation).

SqueezeSAM: User friendly mobile interactive segmentation

no code yet • 11 Dec 2023

Finally, when a user clicks on an object, they typically expect all related pieces of the object to be segmented.

Cascaded Interaction with Eroded Deep Supervision for Salient Object Detection

no code yet • 30 Nov 2023

Deep convolutional neural networks have been widely applied in salient object detection and have achieved remarkable results in this field.

SimulFlow: Simultaneously Extracting Feature and Identifying Target for Unsupervised Video Object Segmentation

no code yet • 30 Nov 2023

We evaluate our method on several benchmark datasets and achieve state-of-the-art results.