Li, X.,
Jiang, S.,
Bundled Object Context for Referring Expressions,
MultMed(20), No. 10, October 2018, pp. 2749-2760.
IEEE DOI
1810
image processing, learning (artificial intelligence),
natural language processing, probability, recurrent neural nets,
vision-language
BibRef
Wang, J.M.[Jian-Ming],
Cui, E.[Enjie],
Liu, K.L.[Kun-Liang],
Sun, Y.K.[Yu-Kuan],
Liang, J.Y.[Jia-Yu],
Yuan, C.M.[Chun-Miao],
Duan, X.J.[Xiao-Jie],
Jin, G.H.[Guang-Hao],
Chung, T.S.[Tae-Sun],
Referring expression comprehension model with matching detection and
linguistic feedback,
IET-CV(14), No. 8, December 2020, pp. 625-633.
DOI Link
2012
BibRef
Qiao, Y.Y.[Yan-Yuan],
Deng, C.R.[Chao-Rui],
Wu, Q.[Qi],
Referring Expression Comprehension: A Survey of Methods and Datasets,
MultMed(23), 2021, pp. 4426-4440.
IEEE DOI
2112
Task analysis, Visualization, Feature extraction, Context modeling,
Training, Image segmentation,
Survey
BibRef
Niu, Y.L.[Yu-Lei],
Zhang, H.W.[Han-Wang],
Lu, Z.W.[Zhi-Wu],
Chang, S.F.[Shih-Fu],
Variational Context: Exploiting Visual and Textual Context for
Grounding Referring Expressions,
PAMI(43), No. 1, January 2021, pp. 347-359.
IEEE DOI
2012
Grounding, Context modeling, Visualization, Task analysis,
Pediatrics, Bayes methods, Annotations,
referring expression generation
BibRef
Yang, S.[Sibei],
Li, G.B.[Guan-Bin],
Yu, Y.Z.[Yi-Zhou],
Relationship-Embedded Representation Learning for Grounding Referring
Expressions,
PAMI(43), No. 8, August 2021, pp. 2765-2779.
IEEE DOI
2107
BibRef
Earlier:
Cross-Modal Relationship Inference for Grounding Referring Expressions,
CVPR19(4140-4149).
IEEE DOI
2002
Locate the object instance in an image described by a referring expression.
Visualization, Semantics, Grounding, Proposals, Data mining,
Logic gates, Feature extraction, Referring expressions,
gated graph convolutional network.
Locate target object based on natural language descriptions.
BibRef
Sun, M.J.[Ming-Jie],
Xiao, J.[Jimin],
Lim, E.G.[Eng Gee],
Liu, S.[Si],
Goulermas, J.Y.[John Y.],
Discriminative Triad Matching and Reconstruction for Weakly Referring
Expression Grounding,
PAMI(43), No. 11, November 2021, pp. 4189-4195.
IEEE DOI
2110
Image reconstruction, Training, Proposals, Visualization,
Task analysis, Linguistics, Grounding, discriminative triad matching
BibRef
Lin, L.[Liang],
Yan, P.X.[Peng-Xiang],
Xu, X.Q.[Xiao-Qian],
Yang, S.[Sibei],
Zeng, K.[Kun],
Li, G.B.[Guan-Bin],
Structured Attention Network for Referring Image Segmentation,
MultMed(24), No. 2022, pp. 1922-1932.
IEEE DOI
2204
Visualization, Linguistics, Image segmentation, Cognition,
Feature extraction, Semantics, Task analysis,
cross-modal reasoning
BibRef
Yang, X.[Xu],
Wang, H.[Hao],
Xie, D.[De],
Deng, C.[Cheng],
Tao, D.C.[Da-Cheng],
Object-Agnostic Transformers for Video Referring Segmentation,
IP(31), No. 2022, pp. 2839-2849.
IEEE DOI
2204
Task analysis, Visualization, Transformers, Feature extraction,
Object detection, Image segmentation, Context modeling,
video grounding
BibRef
Wang, X.[Xing],
Xie, D.[De],
Zheng, Y.S.[Yuan-Shi],
Referring expression grounding by multi-context reasoning,
PRL(160), 2022, pp. 66-72.
Elsevier DOI
2208
Referring expression grounding, Reasoning, Graph networks
BibRef
Shen, H.T.[Heng Tao],
Chen, C.[Cheng],
Wang, P.[Peng],
Gao, L.L.[Lian-Li],
Wang, M.[Meng],
Song, J.K.[Jing-Kuan],
Continual Referring Expression Comprehension via Dual Modular
Memorization,
IP(31), 2022, pp. 6694-6706.
IEEE DOI
2211
Task analysis, Training, Benchmark testing, Training data, Grounding,
Data models, Visualization, Continual learning, lifelong learning,
visual grounding
BibRef
Chen, Y.W.[Yi-Wen],
Tsai, Y.H.[Yi-Hsuan],
Yang, M.H.[Ming-Hsuan],
Understanding Synonymous Referring Expressions via Contrastive Features,
IJCV(130), No. 10, October 2022, pp. 2501-2516.
Springer DOI
2209
BibRef
Suo, W.[Wei],
Sun, M.Y.[Meng-Yang],
Wang, P.[Peng],
Zhang, Y.N.[Yan-Ning],
Wu, Q.[Qi],
Rethinking and Improving Feature Pyramids for One-Stage Referring
Expression Comprehension,
IP(32), 2023, pp. 854-864.
IEEE DOI
2301
Task analysis, Visualization, Head, Semantics, Object detection, Neck,
Computational modeling, Referring expression comprehension,
feature pyramids network
BibRef
Liu, X.J.[Xue-Jing],
Li, L.[Liang],
Wang, S.H.[Shu-Hui],
Zha, Z.J.[Zheng-Jun],
Li, Z.C.[Ze-Chao],
Tian, Q.[Qi],
Huang, Q.M.[Qing-Ming],
Entity-Enhanced Adaptive Reconstruction Network for Weakly Supervised
Referring Expression Grounding,
PAMI(45), No. 3, March 2023, pp. 3003-3018.
IEEE DOI
2302
Proposals, Image reconstruction, Grounding, Visualization,
Collaboration, Context modeling, Training, Entity enhancement,
referring expression grounding
BibRef
Liu, X.J.[Xue-Jing],
Li, L.[Liang],
Wang, S.H.[Shu-Hui],
Zha, Z.J.[Zheng-Jun],
Meng, D.C.[De-Chao],
Huang, Q.M.[Qing-Ming],
Adaptive Reconstruction Network for Weakly Supervised Referring
Expression Grounding,
ICCV19(2611-2620)
IEEE DOI
2004
Localize the object in the image from a query.
feature extraction, image classification, image reconstruction,
image retrieval, Adaptive systems
BibRef
Feng, G.[Guang],
Zhang, L.[Lihe],
Sun, J.[Jiayu],
Hu, Z.W.[Zhi-Wei],
Lu, H.C.[Hu-Chuan],
Referring Segmentation via Encoder-Fused Cross-Modal Attention
Network,
PAMI(45), No. 6, June 2023, pp. 7654-7667.
IEEE DOI
2305
BibRef
Earlier: A1, A4, A2, A5, Only:
Encoder Fusion Network with Co-Attention Embedding for Referring
Image Segmentation,
CVPR21(15501-15510)
IEEE DOI
2111
Visualization, Image segmentation, Decoding, Feature extraction,
Linguistics, Task analysis, Correlation, Referring segmentation,
asymmetric cross-frame attention module.
Measurement, Visualization, Grounding, Semantics,
Transforms, Information representation
BibRef
Liu, D.Z.[Dai-Zong],
Zhou, P.[Pan],
Xu, Z.[Zichuan],
Wang, H.Z.[Hao-Zhao],
Li, R.X.[Rui-Xuan],
Few-Shot Temporal Sentence Grounding via Memory-Guided Semantic
Learning,
CirSysVideo(33), No. 5, May 2023, pp. 2491-2505.
IEEE DOI
2305
Semantics, Grounding, Task analysis, Training, Visualization,
Proposals, Logic gates, Temporal sentence grounding,
memory-augmented network
BibRef
Sun, M.J.[Ming-Jie],
Xiao, J.[Jimin],
Lim, E.G.[Eng Gee],
Zhao, Y.[Yao],
Cycle-Free Weakly Referring Expression Grounding With Self-Paced
Learning,
MultMed(25), 2023, pp. 1611-1621.
IEEE DOI
2306
Task analysis, Training, Pipelines, Linguistics, Visualization,
Optimization, Image reconstruction,
self-paced learning
BibRef
Sun, M.Y.[Meng-Yang],
Suo, W.[Wei],
Wang, P.[Peng],
Zhang, Y.N.[Yan-Ning],
Wu, Q.[Qi],
A Proposal-Free One-Stage Framework for Referring Expression
Comprehension and Generation via Dense Cross-Attention,
MultMed(25), 2023, pp. 2446-2458.
IEEE DOI
2306
Task analysis, Visualization, Computational modeling, Proposals,
Annotations, Detectors, Feature extraction, one-stage method
BibRef
Sun, Y.F.[Yan-Feng],
Zhang, Y.[Yunru],
Jiang, H.[Huajie],
Hu, Y.L.[Yong-Li],
Yin, B.C.[Bao-Cai],
Multi-level attention for referring expression comprehension,
PRL(172), 2023, pp. 252-258.
Elsevier DOI
2309
Context information, Multilevel attention, Attribute information
BibRef
Wang, R.[Rong],
Tang, Z.[Zongheng],
Zhou, Q.L.[Qian-Li],
Liu, X.Q.[Xiao-Qian],
Hui, T.R.[Tian-Rui],
Tan, Q.[Quange],
Liu, S.[Si],
Unified Transformer with Isomorphic Branches for Natural Language
Tracking,
CirSysVideo(33), No. 9, September 2023, pp. 4529-4541.
IEEE DOI
2310
Localize the target object referred to by a language description.
BibRef
Li, H.[Hui],
Sun, M.J.[Ming-Jie],
Xiao, J.[Jimin],
Lim, E.G.[Eng Gee],
Zhao, Y.[Yao],
Fully and Weakly Supervised Referring Expression Segmentation With
End-to-End Learning,
CirSysVideo(33), No. 10, October 2023, pp. 5999-6012.
IEEE DOI Code:
WWW Link.
2310
BibRef
Liu, C.[Chang],
Jiang, X.D.[Xu-Dong],
Ding, H.H.[Heng-Hui],
Instance-Specific Feature Propagation for Referring Segmentation,
MultMed(25), 2023, pp. 3657-3667.
IEEE DOI
2310
BibRef
Song, Y.Z.[Yun-Zhu],
Chen, Y.S.[Yi-Syuan],
Shuai, H.H.[Hong-Han],
Decoupling-Cooperative Framework for Referring Expression
Comprehension,
SPLetters(30), 2023, pp. 1542-1546.
IEEE DOI
2311
BibRef
Hua, G.G.[Guo-Guang],
Liao, M.[Muxin],
Tian, S.[Shishun],
Zhang, Y.H.[Yu-Hang],
Zou, W.B.[Wen-Bin],
Multiple Relational Learning Network for Joint Referring Expression
Comprehension and Segmentation,
MultMed(25), 2023, pp. 8805-8816.
IEEE DOI
2312
BibRef
Wang, W.B.[Wen-Bin],
Pagnucco, M.[Maurice],
Xu, C.P.[Cheng-Pei],
Song, Y.[Yang],
InterREC: An Interpretable Method for Referring Expression
Comprehension,
MultMed(25), 2023, pp. 9330-9342.
IEEE DOI
2312
BibRef
Ke, J.C.[Jing-Cheng],
Wang, J.[Jia],
Chen, J.C.[Jun-Cheng],
Jhuo, I.H.[I-Hong],
Lin, C.W.[Chia-Wen],
Lin, Y.Y.[Yen-Yu],
CLIPREC: Graph-Based Domain Adaptive Network for Zero-Shot Referring
Expression Comprehension,
MultMed(26), 2024, pp. 2480-2492.
IEEE DOI
2402
Task analysis, Visualization, Adaptation models, Cognition,
Adaptive systems, Object detection, Training data,
CLIP
BibRef
Li, X.C.[Xiao-Chuan],
Fan, B.Y.[Bao-Yu],
Zhang, R.[Runze],
Zhao, K.[Kun],
Guo, Z.H.[Zhen-Hua],
Zhao, Y.Q.[Ya-Qian],
Li, R.[Rengang],
Inexactly Matched Referring Expression Comprehension With Rationale,
MultMed(26), 2024, pp. 3937-3950.
IEEE DOI
2402
Task analysis, Grounding, Visualization, Pipelines, Transformers,
Training, Annotations, Referring expression comprehension, multimodal learning
BibRef
Luo, G.[Gen],
Zhou, Y.[Yiyi],
Sun, J.[Jiamu],
Sun, X.S.[Xiao-Shuai],
Ji, R.R.[Rong-Rong],
A Survivor in the Era of Large-Scale Pretraining: An Empirical Study
of One-Stage Referring Expression Comprehension,
MultMed(26), 2024, pp. 3689-3700.
IEEE DOI
2402
Task analysis, Visualization, Training, Head, Cognition, Systematics,
Sun, object recognition
BibRef
Miao, P.[Peihan],
Su, W.[Wei],
Wang, G.[Gaoang],
Li, X.[Xuewei],
Xi, L.[Li],
Self-Paced Multi-Grained Cross-Modal Interaction Modeling for
Referring Expression Comprehension,
IP(33), 2024, pp. 1497-1507.
IEEE DOI
2402
Visualization, Linguistics, Transformers, Location awareness,
Task analysis, Training, Learning systems,
self-paced sample informativeness learning
BibRef
Liu, Z.T.[Zong-Tao],
Xu, T.Y.[Tian-Yang],
Song, X.N.[Xiao-Ning],
Wu, X.J.[Xiao-Jun],
Unified Referring Expression Generation for Bounding Boxes and
Segmentations,
SPLetters(31), 2024, pp. 636-640.
IEEE DOI
2403
Transformers, Visualization, Task analysis, Image segmentation,
Search problems, Object segmentation, Feature extraction,
segmentation
BibRef
Kurita, S.[Shuhei],
Katsura, N.[Naoki],
Onami, E.[Eri],
RefEgo: Referring Expression Comprehension Dataset from First-Person
Perception of Ego4D,
ICCV23(15168-15178)
IEEE DOI
2401
BibRef
Qiao, Y.[Yanyuan],
Qi, Y.[Yuankai],
Yu, Z.[Zheng],
Liu, J.[Jing],
Wu, Q.[Qi],
March in Chat: Interactive Prompting for Remote Embodied Referring
Expression,
ICCV23(15712-15721)
IEEE DOI Code:
WWW Link.
2401
BibRef
Chen, Y.[Yitao],
Du, R.[Ruoyi],
Liang, K.[Kongming],
Ma, Z.Y.[Zhan-Yu],
Self-Enhanced Training Framework for Referring Expression Grounding,
ICIP23(3060-3064)
IEEE DOI Code:
WWW Link.
2312
BibRef
Sun, J.[Jiamu],
Luo, G.[Gen],
Zhou, Y.[Yiyi],
Sun, X.S.[Xiao-Shuai],
Jiang, G.[Guannan],
Wang, Z.[Zhiyu],
Ji, R.R.[Rong-Rong],
RefTeacher: A Strong Baseline for Semi-Supervised Referring
Expression Comprehension,
CVPR23(19144-19154)
IEEE DOI
2309
BibRef
Tang, J.J.[Jia-Jin],
Zheng, G.[Ge],
Shi, C.[Cheng],
Yang, S.[Sibei],
Contrastive Grouping with Transformer for Referring Image
Segmentation,
CVPR23(23570-23580)
IEEE DOI
2309
BibRef
Liu, J.[Jiang],
Ding, H.[Hui],
Cai, Z.W.[Zhao-Wei],
Zhang, Y.T.[Yu-Ting],
Satzoda, R.K.[Ravi Kumar],
Mahadevan, V.[Vijay],
Manmatha, R.,
PolyFormer: Referring Image Segmentation as Sequential Polygon
Generation,
CVPR23(18653-18663)
IEEE DOI
2309
BibRef
Xu, L.[Li],
Huang, M.H.[Mark He],
Shang, X.[Xindi],
Yuan, Z.H.[Ze-Huan],
Sun, Y.[Ying],
Liu, J.[Jun],
Meta Compositional Referring Expression Segmentation,
CVPR23(19478-19487)
IEEE DOI
2309
BibRef
Liu, C.[Chang],
Ding, H.H.[Heng-Hui],
Jiang, X.D.[Xu-Dong],
GRES: Generalized Referring Expression Segmentation,
CVPR23(23592-23601)
IEEE DOI
2309
BibRef
Song, S.[Sijie],
Lin, X.D.[Xu-Dong],
Liu, J.Y.[Jia-Ying],
Guo, Z.M.[Zong-Ming],
Chang, S.F.[Shih-Fu],
Co-Grounding Networks with Semantic Attention for Referring
Expression Comprehension in Videos,
CVPR21(1346-1355)
IEEE DOI
2111
Visualization, Correlation, Grounding,
Computational modeling, Semantics, Benchmark testing
BibRef
Sun, M.J.[Ming-Jie],
Xiao, J.[Jimin],
Lim, E.G.[Eng Gee],
Iterative Shrinking for Referring Expression Grounding Using Deep
Reinforcement Learning,
CVPR21(14055-14064)
IEEE DOI
2111
Art, Grounding, Reinforcement learning, Cognition,
Pattern recognition, Proposals
BibRef
Wang, P.[Peng],
Wu, Q.[Qi],
Cao, J.W.[Jie-Wei],
Shen, C.H.[Chun-Hua],
Gao, L.L.[Lian-Li],
van den Hengel, A.J.[Anton J.],
Neighbourhood Watch: Referring Expression Comprehension via
Language-Guided Graph Attention Networks,
CVPR19(1960-1968).
IEEE DOI
2002
BibRef
Yang, S.B.[Si-Bei],
Li, G.B.[Guan-Bin],
Yu, Y.Z.[Yi-Zhou],
Dynamic Graph Attention for Referring Expression Comprehension,
ICCV19(4643-4652)
IEEE DOI
2004
graph theory, image representation, inference mechanisms,
learning (artificial intelligence),
Object recognition
BibRef
Zhang, H.W.[Han-Wang],
Niu, Y.L.[Yu-Lei],
Chang, S.F.[Shih-Fu],
Grounding Referring Expressions in Images by Variational Context,
CVPR18(4158-4166)
IEEE DOI
1812
Grounding, Context modeling, Task analysis, Visualization,
Pediatrics, Bayes methods, Natural languages
BibRef
Yu, L.C.[Li-Cheng],
Lin, Z.[Zhe],
Shen, X.H.[Xiao-Hui],
Yang, J.M.[Ji-Mei],
Lu, X.[Xin],
Bansal, M.[Mohit],
Berg, T.L.[Tamara L.],
MAttNet: Modular Attention Network for Referring Expression
Comprehension,
CVPR18(1307-1315)
IEEE DOI
1812
Localize image region described by natural language expression.
Visualization, Computational modeling, Task analysis, Cats,
Adaptation models, Feature extraction, Knowledge discovery
BibRef
Luo, R.[Ruotian],
Shakhnarovich, G.[Gregory],
Comprehension-Guided Referring Expressions,
CVPR17(3125-3134)
IEEE DOI
1711
Context modeling, Generators, Training, Visualization
BibRef
Chapter on Implementations and Applications, Databases, QBIC, Video Analysis, Hardware and Software, Inspection continues in
CLIP, Contrastive Language-Image Pre-Training .