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Camouflaged object detection (COD), segmenting objects that are elegantly blended into their surroundings, is a valuable yet challenging task.
Animal camouflage: current issues and new perspectives
Martin Stevens, Sami Merilaita, et al · 2009
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Saliency filters: Contrast based filtering for salient region detection
F Perazzi, P Krähenbühl, Y Pritch, and A Hornung · 2012
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Early evolution and ecology of camouflage in insects
P F Ricardo, X Delclòs, E Peñalver, and et al · 2012
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Adam: A method for stochastic optimization
D P Kingma and J Ba · 2014
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How to evaluate foreground maps?
R Margolin, L Zelnik-Manor, and A Tal · 2014
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Structre-measure: A new way to evaluate foreground maps
D-P Fan, M-M Cheng, Y Liu, T Li, and A Borji · 2017
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Amulet: Aggregating multi-level convolutional features for salient object detection
P Zhang, D Wang, H Lu, H Wang, and X Ruan · 2017
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Res2net: A new multi-scale backbone architecture
S Gao, M Cheng, K Zhao, X Zhang, M Yang, and P Torr · 2019
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Anabranch network for camouflaged object segmentation
T-N Le, T V Nguyen, Z Nie, M-T Tran, and A Sugimoto · 2019
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A simple pooling-based design for real-time salient object detection
J-J Liu, Q Hou, M-M Cheng, J Feng, and J Jiang · 2019
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Background matching and disruptive coloration as habitat-specific strategies for camouflage
N Price, S Green, J Troscianko, T Tregenza, and M Stevens · 2019
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Stacked cross refinement network for edge-aware salient object detection
Zhe Wu, Li Su, and Qingming Huang · 2019
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Egnet: Edge guidance network for salient object detection
J-X Zhao, J-J Liu, D-P Fan, Y Cao, J Yang, and M-M Cheng · 2019
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Camouflaged object detection
D-P Fan, G-P Ji, G Sun, M-M Cheng, J Shen, and L Shao · 2020
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Pranet: Parallel reverse attention network for polyp segmentation
D-P Fan, G-P Ji, T Zhou, G Chen, H-Z Fu, J-B Shen, and L Shao · 2020
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Bbs-net: Rgb-d salient object detection with a bifurcated backbone strategy network
D-P Fan, Y Zhai, A Borji, and et al · 2020
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Highly efficient salient object detection with 100k parameters
S Gao, Y Tan, M-M Cheng, C Lu, Y Chen, and S Yan · 2020
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Multi-scale interactive network for salient object detection
Y Pang, X Zhao, L Zhang, and H Lu · 2020
Cited alongside, same era.
Concealed object detection
D-P Fan, G-P Ji, M-M Cheng, and L Shao · 2021
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Cognitive vision inspired object segmentation metric and loss function
D-P Fan, G-P Ji, X Qin, and M-M Cheng · 2021
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Uncertainty-aware joint salient object and camouflaged object detection
A Li, J Zhang, Y Lv, B Liu, T Zhang, and Y Dai · 2021
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Simultaneously localize, segment and rank the camouflaged objects
Y Lv, J Zhang, Y Dai, A Li, B Liu, N Barnes, and D Fan · 2021
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Camouflaged object segmentation with distraction mining
H Mei, G Ji, Z Wei, X Wei X Yang, and D Fan · 2021
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Boundary-aware segmentation network for mobile and web applications
X-B Qin, D-P Fan, C-Y Huang, and et al · 2021
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Eca-net: Efficient channel attention for deep convolutional neural networks
Q Wang, B Wu, P Zhu, P Li, W Zuo, and Q Hu · 2020
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F 3 net: Fusion, feedback and focus for salient object detection
Jun Wei, Shuhui Wang, and Qingming Huang · 2020
Cited alongside, same era.
EDN: Salient object detection via extremely-downsampled network
Y Wu, Y Liu, L Zhang, and et al · 2020
Cited alongside, same era.
Segmenting transparent objects in the wild
Enze Xie, Wenjia Wang, Wenhai Wang, Mingyu Ding, Chunhua Shen, and Ping Luo · 2020
Cited alongside, same era.
Uc-net: Uncertainty inspired rgb-d saliency detection via conditional variational autoencoders
J Zhang, D-P Fan, Y Dai, S Anwar, F S Saleh, T Zhang, and N Barnes · 2020
Cited alongside, same era.
Interactive two-stream decoder for accurate and fast saliency detection
H Zhou, X Xie, J Lai, Z Chen, and L Yang · 2020
Cited alongside, same era.
Later among the works it cites.
Context-aware cross-level fusion network for camouflaged object detection
Y Sun, G Chen, T Zhou, Y Zhang, and N Liu · 2021
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Mirrornet: Bio-inspired camouflaged object segmentation
J Yan, T-N Le, K-D Nguyen, M-T Tran, and T-T Do · 2021
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Uncertainty-guided transformer reasoning for camouflaged object detection
F Yang, Q Zhai, X Li, R Huang, A Luo, H Cheng, and D Fan · 2021
Later among the works it cites.
Mutual graph learning for camouflaged object detection
Q Zhai, X Li, F Yang, C Chen, H Cheng, and D Fan · 2021
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Implicit motion handling for video camouflaged object detection
X Cheng, H Xiong, D-P Fan, Y Zhong, and et al · 2022
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Zoom in and out: A mixed-scale triplet network for camouflaged object detection
Y Pang, X Zhao, T-Z Xiang, L Zhang, and H Lu · 2022
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