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IEEE Transactions on Geoscience and Remote Sensing, 2023
Infrared target detection has important applications in rescue and Earth observation. However, the disadvantages of low signal-to-clutter ratios and severe background noise interference for infrared imaging pose great challenges to the detection ...
Puti Yan +5 more
semanticscholar +1 more source
Infrared target detection has important applications in rescue and Earth observation. However, the disadvantages of low signal-to-clutter ratios and severe background noise interference for infrared imaging pose great challenges to the detection ...
Puti Yan +5 more
semanticscholar +1 more source
Infrared Small Target Detection Based on Local Contrast-Weighted Multidirectional Derivative
IEEE Transactions on Geoscience and Remote Sensing, 2023Realizing robust infrared small target detection in complex backgrounds is of great essence for infrared search and tracking (IRST) applications. However, the high-intensity structures in background regions, such as the sharp edges, make it a challenging
Yun-Kai Xu +6 more
semanticscholar +1 more source
IR-TransDet: Infrared Dim and Small Target Detection With IR-Transformer
IEEE Transactions on Geoscience and Remote Sensing, 2023Infrared dim and small target detection is one of the crucial technologies in the military field, but it faces various challenges such as weak features and small target scales.
Jian Lin +5 more
semanticscholar +1 more source
IRSAM: Advancing Segment Anything Model for Infrared Small Target Detection
European Conference on Computer VisionThe recent Segment Anything Model (SAM) is a significant advancement in natural image segmentation, exhibiting potent zero-shot performance suitable for various downstream image segmentation tasks.
Ming-Jin Zhang +5 more
semanticscholar +1 more source
IEEE Transactions on Geoscience and Remote Sensing, 2021
Receiver operating characteristic (ROC) analysis is performed by a curve, called ROC curve, plotted based on detection probability, $P_{\text {D}}$ , versus false alarm probability, $P_{\text {F}}$ , and has been widely used as an evaluation tool for ...
Chein-I. Chang
semanticscholar +1 more source
Receiver operating characteristic (ROC) analysis is performed by a curve, called ROC curve, plotted based on detection probability, $P_{\text {D}}$ , versus false alarm probability, $P_{\text {F}}$ , and has been widely used as an evaluation tool for ...
Chein-I. Chang
semanticscholar +1 more source
Pinwheel-shaped Convolution and Scale-based Dynamic Loss for Infrared Small Target Detection
AAAI Conference on Artificial IntelligenceThese recent years have witnessed that convolutional neural network (CNN)-based methods for detecting infrared small targets have achieved outstanding performance.
Jiangnan Yang +5 more
semanticscholar +1 more source
Dual Attention Guided Gaze Target Detection in the Wild
Computer Vision and Pattern Recognition, 2021Gaze target detection aims to infer where each person in a scene is looking. Existing works focus on 2D gaze and 2D saliency, but fail to exploit 3D contexts.
Yi Fang +6 more
semanticscholar +1 more source
ST-Trans: Spatial-Temporal Transformer for Infrared Small Target Detection in Sequential Images
IEEE Transactions on Geoscience and Remote SensingThe detection of small infrared targets with low signal-to-noise ratio (SNR) and low contrast in high-noise backgrounds is challenging due to the lack of spatial features of the targets and the scarcity of real-world datasets.
Xiao-Zhong Tong +6 more
semanticscholar +1 more source
Infrared Small Target Detection via Nonconvex Tensor Fibered Rank Approximation
IEEE Transactions on Geoscience and Remote Sensing, 2021Infrared small target detection plays an important role in precision guidance, infrared warning, and other applications. The infrared patch-tensor (IPT) model has good detection performance, but some challenges still exist, such as the inaccurate ...
Xuan Kong +4 more
semanticscholar +1 more source
IMNN-LWEC: A Novel Infrared Small Target Detection Based on Spatial–Temporal Tensor Model
IEEE Transactions on Geoscience and Remote Sensing, 2022Despite that many state-of-the-art methods have been proposed for infrared (IR) small target detection, target detectability (TD) and background suppressibility (BS) cannot be significantly improved simultaneously, especially in complex situations.
Yuan Luo +4 more
semanticscholar +1 more source