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Existing concealed object segmentation (COS) methods frequently utilize reversible strategies to address uncertain regions.
Optimization of lipschitz continuous functions
Goldstein, A. A · 1977
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The pascal visual object classes (voc) challenge
Everingham, M., Van Gool, L., Williams, C. K., Winn, J., and Zisserman, A · 2010
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Hierarchical saliency detection
Yan, Q., Xu, L., Shi, J., and Jia, J · 2013
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Saliency detection via graph-based manifold ranking
Yang, C., Zhang, L., Lu, H., Ruan, X., and Yang, M.-H · 2013
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The secrets of salient object segmentation
Li, Y., Hou, X., Koch, C., Rehg, J. M., and Yuille, A. L · 2014
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How to evaluate foreground maps?
Margolin, R., Zelnik-Manor, L., and Tal, A · 2014
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Toward embedded detection of polyps in wce images for early diagnosis
Silva, J., Histace, A., Romain, O., and Dray, X · 2014
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Visual saliency based on multiscale deep features
Li, G. and Yu, Y · 2015
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Automated polyp detection in colonoscopy videos using shape and context information
Tajbakhsh, N., Gurudu, S. R., and Liang, J · 2015
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Deep residual learning for image recognition
He, K., Zhang, X., Ren, S., and Sun, J · 2016
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Structure-measure: A new way to evaluate foreground maps
Fan, D.-P., Cheng, M.-M., Liu, Y., and Li, T · 2017
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Learning to detect salient objects with image-level supervision
Wang, L., Lu, H., and Wang, Y · 2017
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Animal camouflage analysis: Chameleon database
Skurowski, P., Abdulameer, H., and Błaszczyk, J · 2018
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Res2net: A new multi-scale backbone architecture
Gao, S.-H., Cheng, M.-M., Zhao, K., Zhang, X.-Y., Yang, M.-H., and Torr, P · 2019
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Anabranch network for camouflaged object segmentation
Le, T.-N., Nguyen, T. V., Nie, Z., Tran, M.-T., and Sugimoto, A · 2019
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Image threshold segmentation based on glle histogram
Wang, X., Deng, L., and Xu, G · 2019
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Don’t hit me! glass detection in real-world scenes
Mei, H., Yang, X., Wang, Y., Liu, Y., and He, S · 2020
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Enhanced boundary learning for glass-like object segmentation
He, H., Li, X., Cheng, G., Shi, J., Tong, Y., Meng, G., Prinet, V., and Weng, L · 2021
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Rich context aggregation with reflection prior for glass surface detection
Lin, J. and He, Z · 2021
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Visual saliency transformer
Liu, N., Zhang, N., Wan, K., Shao, L., and Han, J · 2021
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Simultaneously localize, segment and rank the camouflaged objects
Lv, Y., Zhang, J., Dai, Y., Li, A., Liu, B., Barnes, N., and Fan, D.-P · 2021
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Structure and illumination constrained gan for medical image enhancement
Ma, Y., Liu, J., Liu, Y., Fu, H., Hu, Y., Cheng, J., Qi, H., Wu, Y., Zhang, J., and Zhao, Y · 2021
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Cs2-net: Deep learning segmentation of curvilinear structures in medical imaging
Mou, L., Zhao, Y., Fu, H., Liu, Y., Cheng, J., Zheng, Y., Su, P., Yang, J., Chen, L., Frangi, A. F., et al · 2021
Cited alongside, same era.
Segment, magnify and reiterate: Detect camouflaged objects hard way
Jia, Q., Yao, S., and Liu, Y · 2022
Cited alongside, same era.
Zoom in and out: A mixed-scale triplet network for camouflaged object detection
Pixels, regions, and objects: Multiple enhancement for salient object detection
Wang, Y., Wang, R., Fan, X., Wang, T., and He, X · 2023
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Concealed object segmentation with hierarchical coherence modeling
Xiao, F., Zhang, P., and He, C · 2023
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Hqg-net: Unpaired medical image enhancement with high-quality guidance
Xu, G., Yan, J., Tang, L., and Zhang, Y · 2023
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Oaformer: Occlusion aware transformer for camouflaged object detection
Yang, X., Zhu, H., Mao, G., and Xing, S · 2023
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Exploring figure-ground assignment mechanism in perceptual organization
Zhai, W., Cao, Y., and Zhang, J · 2023
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Topology-aware uncertainty for image segmentation
Gupta, S., Zhang, Y., Hu, X., Prasanna, P., and Chen, C · 2024
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Pang, Y., Zhao, X., Xiang, T.-Z., Zhang, L., and Lu, H · 2022
Cited alongside, same era.
Pvt v2: Improved baselines with pyramid vision transformer
Wang, W., Xie, E., Li, X., Fan, D.-P., Song, K., Liang, D., Lu, T., Luo, P., and Shao, L · 2022
Cited alongside, same era.
Pyramid grafting network for one-stage high resolution saliency detection
Xie, C., Xia, C., Ma, M., Zhao, Z., Chen, X., and Li, J · 2022
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I can find you! boundary-guided separated attention network for camouflaged object detection
Zhu, H., Li, P., Xie, H., Yan, X., Liang, D., Chen, D., Wei, M., and Qin, J · 2022
Cited alongside, same era.
Salient object detection via integrity learning
Zhuge, M., Fan, D.-P., Liu, N., Zhang, D., Xu, D., and Shao, L · 2022
Cited alongside, same era.
Recurrent multi-scale transformer for high-resolution salient object detection
Deng, X., Zhang, P., Liu, W., and Lu, H · 2023
Cited alongside, same era.
Polyp-pvt: Polyp segmentation with pyramid vision transformers
Dong, B., Wang, W., Fan, D.-P., Li, J., Fu, H., and Shao, L · 2023
Cited alongside, same era.
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Internal-external boundary attention fusion for glass surface segmentation
Han, D., Lee, S., Zhang, C., Yoon, H., Kwon, H., Kim, H.-C., and Choo, H.-G · 2024
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Camofocus: Enhancing camouflage object detection with split-feature focal modulation and context refinement
Khan, A., Khan, M., Gueaieb, W., El Saddik, A., De Masi, G., and Karray, F · 2024
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Frequency-spatial entanglement learning for camouflaged object detection
Sun, Y., Xu, C., Yang, J., Xuan, H., and Luo, L · 2024
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Lssnet: A method for colon polyp segmentation based on local feature supplementation and shallow feature supplementation
Wang, W., Sun, H., and Wang, X · 2024
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A survey of camouflaged object detection and beyond
Xiao, F., Hu, S., Shen, Y., and He, C · 2024
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Ghostingnet: A novel approach for glass surface detection with ghosting cues
Yan, T., Gao, J., Xu, K., Zhu, X., Huang, H., Li, H., Wah, B., and Lau, R. W · 2024
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Gponet: A two-stream gated progressive optimization network for salient object detection
Yi, Y., Zhang, N., Zhou, W., Shi, Y., Xie, G., and Wang, J · 2024
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Camoformer: Masked separable attention for camouflaged object detection
Yin, B., Zhang, X., Fan, D.-P., Jiao, S., Cheng, M.-M., Van Gool, L., and Hou, Q · 2024
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Focusdiffuser: Perceiving local disparities for camouflaged object detection
Zhao, J., Li, X., Yang, F., Zhai, Q., Luo, A., Jiao, Z., and Cheng, H · 2024
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Bilateral reference for high-resolution dichotomous image segmentation
Zheng, P., Gao, D., Fan, D.-P., Liu, L., Laaksonen, J., Ouyang, W., and Sebe, N · 2024
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Real-world image dehazing with coherence-based label generator and cooperative unfolding network
Fang, C., He, C., Xiao, F., Zhang, Y., Tang, L., Zhang, Y., Li, K., and Li, X · 2025
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Representing topological self-similarity using fractal feature maps for accurate segmentation of tubular structures
Huang, J., Zhou, Y., Luo, Y., Liu, G., Guo, H., and Yang, G · 2025
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