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Papers RGB-T Salient Object Detection

“RGB-T Salient Object Detection” 태그가 달린 논문 10편 · 필터 해제

KAN-SAM: Kolmogorov-Arnold Network Guided Segment Anything Model for RGB-T Salient Object Detection

2025-04-08 · Xingyuan Li, Ruichao Hou, Tongwei Ren, Gangshan Wu

Existing RGB-thermal salient object detection (RGB-T SOD) methods aim to identify visually significant objects by leveraging both RGB and thermal modalities to enable robust performance in complex scenarios, but they oft…

Diversityobject-detectionObject DetectionPrompt Learning+2

Alignment-Free RGB-T Salient Object Detection: A Large-scale Dataset and Progressive Correlation Network

2024-12-19 · Kunpeng Wang, Keke Chen, Chenglong Li, Zhengzheng Tu 외

Alignment-free RGB-Thermal (RGB-T) salient object detection (SOD) aims to achieve robust performance in complex scenes by directly leveraging the complementary information from unaligned visible-thermal image pairs, with…

object-detectionObject DetectionRGB-T Salient Object DetectionSalient Object Detection

Divide-and-Conquer: Confluent Triple-Flow Network for RGB-T Salient Object Detection

2024-12-02 · Hao Tang, Zechao Li, Dong Zhang, Shengfeng He 외

RGB-Thermal Salient Object Detection aims to pinpoint prominent objects within aligned pairs of visible and thermal infrared images. Traditional encoder-decoder architectures, while designed for cross-modality feature in…

object-detectionObject DetectionRGB-T Salient Object DetectionSalient Object Detection

CoLA: Conditional Dropout and Language-driven Robust Dual-modal Salient Object Detection

2024-07-09 · Shuang Hao, Chunlin Zhong, He Tang

The depth/thermal information is beneficial for detecting salient object with conventional RGB images. However, in dual-modal salient object detection (SOD) model, the robustness against noisy inputs and modality missing…

CoLALanguage ModelingLanguage Modellingobject-detection+5

All in One: RGB, RGB-D, and RGB-T Salient Object Detection

2023-11-23 · Xingzhao Jia, ZhongQiu Zhao, Changlei Dongye, Zhao Zhang

Salient object detection (SOD) aims to identify the most attractive objects within an image. Depending on the type of data being detected, SOD can be categorized into various forms, including RGB, RGB-D (Depth), RGB-T (T…

Allobject-detectionObject DetectionRGB-T Salient Object Detection+2

Scribble-Supervised RGB-T Salient Object Detection

2023-03-17 · Zhengyi Liu, Xiaoshen Huang, Guanghui Zhang, Xianyong Fang 외

Salient object detection segments attractive objects in scenes. RGB and thermal modalities provide complementary information and scribble annotations alleviate large amounts of human labor. Based on the above facts, we p…

Objectobject-detectionObject DetectionRGB-T Salient Object Detection+2

Interactive Context-Aware Network for RGB-T Salient Object Detection

2022-11-11 · Yuxuan Wang, Feng Dong, Jinchao Zhu

Salient object detection (SOD) focuses on distinguishing the most conspicuous objects in the scene. However, most related works are based on RGB images, which lose massive useful information. Accordingly, with the maturi…

object-detectionObject DetectionRGB-T Salient Object DetectionSalient Object Detection

Does Thermal Really Always Matter for RGB-T Salient Object Detection?

2022-10-09 · Runmin Cong, Kepu Zhang, Chen Zhang, Feng Zheng 외

In recent years, RGB-T salient object detection (SOD) has attracted continuous attention, which makes it possible to identify salient objects in environments such as low light by introducing thermal image. However, most …

object-detectionObject DetectionObject LocalizationRGB-T Salient Object Detection+1

SwinNet: Swin Transformer drives edge-aware RGB-D and RGB-T salient object detection

2022-04-12 · Zhengyi Liu, Yacheng Tan, Qian He, Yun Xiao

Convolutional neural networks (CNNs) are good at extracting contexture features within certain receptive fields, while transformers can model the global long-range dependency features. By absorbing the advantage of trans…

Decoderobject-detectionObject DetectionRGB-T Salient Object Detection+1

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

2021-12-04 · Youwei Pang, Xiaoqi Zhao, Lihe Zhang, Huchuan Lu

Most of the existing bi-modal (RGB-D and RGB-T) salient object detection methods utilize the convolution operation and construct complex interweave fusion structures to achieve cross-modal information integration. The in…

Decoderobject-detectionObject DetectionRGB-D Salient Object Detection+2
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