7.1.12.1.1 Global-Local, Multi-Scale, Salient Regions

Chapter Contents (Back)
Global-Local Salitent. Multi-Scale Salitent. Salient Regions. Salient Objects. Object Detection.
See also Weakly Supervised, Unsupervised Salient Regions.
See also Color, Multispectral, RGB, for Salient Regions.
See also Co-Salient Detection.

Bao, H.[Hong], Xu, D.[De], Tang, Y.J.[Ying-Jun],
Global-Context Based Salient Region Detection in Nature Images,
IEICE(E95-D), No. 5, May 2012, pp. 1556-1559.
WWW Link. 1202
BibRef

Yeh, H.H.[Hsin-Ho], Liu, K.H.[Keng-Hao], Chen, C.S.[Chu-Song],
Salient object detection via local saliency estimation and global homogeneity refinement,
PR(47), No. 4, 2014, pp. 1740-1750.
Elsevier DOI 1402
Salient object detection BibRef

Zhou, W., Song, T., Lin, L., Lumsdaine, A.,
Multi-scale contrast-based saliency enhancement for salient object detection,
IET-CV(8), No. 3, June 2014, pp. 207-215.
DOI Link 1407
BibRef

Cheng, M.M.[Ming-Ming], Mitra, N.J.[Niloy J.], Huang, X.L.[Xiao-Lei], Torr, P.H.S., Hu, S.M.[Shi-Min],
Global Contrast Based Salient Region Detection,
PAMI(37), No. 3, March 2015, pp. 569-582.
IEEE DOI 1502
Histograms BibRef

Cheng, M.M.[Ming-Ming], Zhang, G.X.[Guo-Xin], Mitra, N.J.[Niloy J.], Huang, X.L.[Xiao-Lei], Hu, S.M.[Shi-Min],
Global contrast based salient region detection C,
CVPR11(409-416).
IEEE DOI 1106
BibRef

Peng, Q., Cheung, Y.M., You, X., Tang, Y.Y.,
A Hybrid of Local and Global Saliencies for Detecting Image Salient Region and Appearance,
SMCS(47), No. 1, January 2017, pp. 86-97.
IEEE DOI 1612
Feature extraction BibRef

Filali, I.[Idir], Allili, M.S.[Mohand Saïd], Benblidia, N.[Nadjia],
Multi-scale salient object detection using graph ranking and global-local saliency refinement,
SP:IC(47), No. 1, 2016, pp. 380-401.
Elsevier DOI 1610
Salient object detection (SOD) BibRef

Yan, X.Y.[Xiao-Yun], Wang, Y.H.[Yue-Huan], Song, Q.[Qiong], Dai, K.H.[Kai-Heng],
Salient object detection via boosting object-level distinctiveness and saliency refinement,
JVCIR(48), No. 1, 2017, pp. 224-237.
Elsevier DOI 1708
BibRef
Earlier:
Salient object detection by multi-level features learning determined sparse reconstruction,
ICIP16(2762-2766)
IEEE DOI 1610
Saliency. Feature extraction BibRef

Nouri, F.[Fatemeh], Kazemi, K.[Kamran], Danyali, H.[Habibollah],
Salient object detection using local, global and high contrast graphs,
SIViP(12), No. 4, May 2018, pp. 659-667.
WWW Link. 1805
BibRef

Lin, X., Wang, Z., Ma, L., Wu, X.,
Saliency Detection via Multi-Scale Global Cues,
MultMed(21), No. 7, July 2019, pp. 1646-1659.
IEEE DOI 1906
Image segmentation, Saliency detection, Image resolution, Smoothing methods, Streaming media, Feature extraction, Proposals, image smoothing and segmentation BibRef

Sikha, O.K., Soman, K.P.,
Multi-resolution dynamic mode decomposition-based salient region detection in noisy images,
SIViP(14), No. 1, February 2020, pp. 167-175.
WWW Link. 2001
BibRef

Yildirim, G.[Gökhan], Sen, D.[Debashis], Kankanhalli, M.[Mohan], Süsstrunk, S.[Sabine],
Evaluating salient object detection in natural images with multiple objects having multi-level saliency,
IET-IPR(14), No. 10, August 2020, pp. 2249-2262.
DOI Link 2008
BibRef

Zhang, L.H.[Li-He], Wu, J.[Jie], Wang, T.T.[Tian-Tian], Borji, A.[Ali], Wei, G.H.[Guo-Hua], Lu, H.C.[Hu-Chuan],
A Multistage Refinement Network for Salient Object Detection,
IP(29), 2020, pp. 3534-3545.
IEEE DOI 2002
Salient object detection, stagewise refinement, pyramid pooling module, layerwise recurrent, channel attention, global average pooling BibRef

Li, C.Y.[Cheng-Yuan], Luo, B.[Bin], Hong, H.L.[Hai-Long], Su, X.[Xin], Wang, Y.J.[Ya-Jun], Liu, J.[Jun], Wang, C.J.[Chen-Jie], Zhang, J.[Jing], Wei, L.H.[Lin-Hai],
Object Detection Based on Global-Local Saliency Constraint in Aerial Images,
RS(12), No. 9, 2020, pp. xx-yy.
DOI Link 2005
BibRef

Ren, Q.H.[Qing-Hua], Lu, S.J.[Shi-Jian], Zhang, J.X.[Jin-Xia], Hu, R.J.[Ren-Jie],
Salient Object Detection by Fusing Local and Global Contexts,
MultMed(23), 2021, pp. 1442-1453.
IEEE DOI 2105
Feature extraction, Computational modeling, Visualization, Task analysis, Predictive models, Object detection, salient object detection BibRef

Sun, H.[Han], Cen, J.[Jun], Liu, N.Z.[Ning-Zhong], Liang, D.[Dong], Zhou, H.Y.[Hui-Yu],
MPI: Multi-receptive and parallel integration for salient object detection,
IET-IPR(15), No. 13, 2021, pp. 3281-3291.
DOI Link 2110
BibRef

Zhang, Q.[Qing], Zhang, L.Q.[Li-Qian], Wang, D.[Dong], Shi, Y.J.[Yan-Jiao], Lin, J.J.[Jia-Jun],
Global and local information aggregation network for edge-aware salient object detection,
JVCIR(81), 2021, pp. 103350.
Elsevier DOI 2112
Salient object detection, Saliency, Multi-level feature aggregation, Attention, Salient edge BibRef

Zhang, L.Q.[Li-Qian], Zhang, Q.[Qing],
Salient Object Detection With Edge-Guided Learning and Specific Aggregation,
CirSysVideo(34), No. 1, January 2024, pp. 534-548.
IEEE DOI 2401
BibRef

Wu, Q.[Qin], Wang, J.Z.[Jian-Zhe], Chai, Z.[Zhilei], Guo, G.D.[Guo-Dong],
Multi-scale feature aggregation and boundary awareness network for salient object detection,
IVC(122), 2022, pp. 104442.
Elsevier DOI 2205
Deep learning, Salient object detection, Feature aggregation, Complex boundary BibRef

Yan, X.Y.[Xin-Yu], Sun, M.[Meijun], Han, Y.[Yahong], Wang, Z.[Zheng], Tian, Q.[Qi],
Effective full-scale detection for salient object based on condensing-and-filtering network,
PR(131), 2022, pp. 108904.
Elsevier DOI 2208
Salient object detection, Neural networks, Full-scale feature extraction, Multi-level feature fusion BibRef

Liu, Y.[Yi], Zhang, D.W.[Ding-Wen], Liu, N.[Nian], Xu, S.[Shoukun], Han, J.G.[Jun-Gong],
Disentangled Capsule Routing for Fast Part-Object Relational Saliency,
IP(31), 2022, pp. 6719-6732.
IEEE DOI 2211
Routing, Object detection, Semantics, Feature extraction, Task analysis, Visualization, Detectors, Salient object detection, multi-level information integration BibRef

He, J.K.[Jun-Kang], Zhao, L.[Lin], Hu, W.J.[Wen-Jing], Zhang, G.[Guoyun], Wu, J.H.[Jian-Hui], Li, X.P.[Xin-Ping],
TCM-Net: Mixed Global-Local Learning for Salient Object Detection in Optical Remote Sensing Images,
RS(15), No. 20, 2023, pp. 4977.
DOI Link 2310
BibRef

Li, J.[Jian], Li, C.K.[Chuan-Kun], Zheng, X.[Xiao], Liu, X.W.[Xin-Wang], Tang, C.[Chang],
Global Context Relation-Guided Feature Aggregation Network for Salient Object Detection in Optical Remote Sensing Images,
RS(16), No. 16, 2024, pp. 2978.
DOI Link 2408
BibRef

Wan, B.[Bin], lv, C.T.[Cheng-Tao], Zhou, X.F.[Xiao-Fei], Sun, Y.Q.[Yao-Qi], Zhu, Z.J.[Zun-Jie], Wang, H.K.[Hong-Kui], Yan, C.G.[Cheng-Gang],
TMNet: Triple-modal interaction encoder and multi-scale fusion decoder network for V-D-T salient object detection,
PR(147), 2024, pp. 110074.
Elsevier DOI 2312
V-D-T salient object detection, Triple-modal interaction encoder, Multi-scale fusion decoder, Triple-modal interaction unit BibRef

Yang, X.Q.[Xiao-Qi], Duan, L.L.[Liang-Liang], Zhou, Q.Q.[Quan-Qiang],
PileNet: A high-and-low pass complementary filter with multi-level feature refinement for salient object detection,
JVCIR(102), 2024, pp. 104186.
Elsevier DOI 2407
Salient object detection, Complementary filter, Feature refinement, Feature aggregation BibRef

Zheng, X.[Xin], Wang, B.Y.[Bo-Yang], Liu, D.Y.[De-Yang], Lv, C.T.[Cheng-Tao], Yan, J.B.[Jie-Bin], An, P.[Ping],
A foreground-context dual-guided network for light-field salient object detection,
SP:IC(128), 2024, pp. 117165.
Elsevier DOI 2409
Light-field, Salient object detection, Deep learning, Information fusion, Dual-guided network BibRef

Zheng, X.[Xin], Li, Z.Q.[Zheng-Qu], Liu, D.Y.[De-Yang], Zhou, X.F.[Xiao-Fei], Shan, C.F.[Cai-Feng],
Spatial Attention-Guided Light Field Salient Object Detection Network With Implicit Neural Representation,
CirSysVideo(34), No. 12, December 2024, pp. 12437-12449.
IEEE DOI Code:
WWW Link. 2501
Task analysis, Feature extraction, Image restoration, Object detection, Light fields, Fuses, Light field, spatial attention BibRef

Zhou, X.F.[Xiao-Fei], Shen, K.[Kunye], Liu, Z.[Zhi],
ADMNet: Attention-Guided Densely Multi-Scale Network for Lightweight Salient Object Detection,
MultMed(26), 2024, pp. 10828-10841.
IEEE DOI 2411
Object detection, Feature extraction, Decoding, Computational modeling, Task analysis, Saliency detection, spatial attention BibRef


Sun, Y.G.[Yan-Guang], Xia, C.X.[Chen-Xing], Gao, X.J.[Xiu-Ju], Ge, B.[Bin], Zhang, H.L.[Han-Ling], Li, K.C.[Kuan-Ching],
Emcenet: Efficient Multi-Scale Context Exploration Network for Salient Object Detection,
ICIP22(1066-1070)
IEEE DOI 2211
Measurement, Adaptation models, Correlation, Fuses, Convolution, Object detection, Feature extraction, Deep learning, salient object detection BibRef

Park, C.[Chaewon], Lee, M.[Minhyeok], Cho, M.[MyeongAh], Lee, S.Y.[Sang-Youn],
Saliency Detection via Global Context Enhanced Feature Fusion and Edge Weighted Loss,
ICIP22(811-815)
IEEE DOI 2211
Image edge detection, Computational modeling, Object detection, Benchmark testing, Feature extraction, Decoding, weighted loss BibRef

Wang, S.Z.[Shen-Zhi], Wu, L.W.[Li-Wei], Cui, L.[Lei], Shen, Y.J.[Yu-Jun],
Glancing at the Patch: Anomaly Localization with Global and Local Feature Comparison,
CVPR21(254-263)
IEEE DOI 2111
Location awareness, Image segmentation, Head, Feature extraction, Distortion BibRef

Xu, Y.Y.[Ying-Yue], Hong, X.P.[Xiao-Peng], Zhao, G.Y.[Guo-Ying],
Salient Object Detection with CNNs and Multi-scale CRFs,
SCIA19(233-245).
Springer DOI 1906
BibRef

Wang, J., Xing, Y., Zeng, G.,
Global Context Encoding for Salient Objects Detection,
ICPR18(2337-2342)
IEEE DOI 1812
Encoding, Object detection, Task analysis, Semantics, Feature extraction, Image segmentation BibRef

Boudissa, A.[Ahmed], Tan, J.[Joo_Kooi], Kim, H.[Hyoungseop],
A Global-Local Approach to Saliency Detection,
CAIP13(II:332-337).
Springer DOI 1311
BibRef

Zhu, L.[Lei], Klein, D.A.[Dominik A.], Frintrop, S.[Simone], Cao, Z.G.[Zhi-Guo], Cremers, A.B.[Armin B.],
Multi-scale region-based saliency detection using W2 distance on N-dimensional normal distributions,
ICIP13(176-180)
IEEE DOI 1402
Benchmark testing BibRef

Scharfenberger, C.[Christian], Jain, A.[Aanchal], Wong, A.[Alexander], Fieguth, P.W.[Paul W.],
Image saliency detection via multi-scale statistical non-redundancy modeling,
ICIP14(4294-4298)
IEEE DOI 1502
BibRef
Earlier: A2, A3, A4, Only:
Saliency detection via statistical non-redundancy,
ICIP12(1073-1076).
IEEE DOI 1302
Computational modeling BibRef

Cheung, Y.M.[Yiu-Ming], Peng, Q.[Qinmu],
Salient region detection using local and global saliency,
ICPR12(210-213).
WWW Link. 1302
BibRef

Chapter on 2-D Feature Analysis, Extraction and Representations, Shape, Skeletons, Texture continues in
Weakly Supervised, Unsupervised Salient Regions .


Last update:Oct 6, 2025 at 14:07:43