Qiu, S.,
Zhao, Y.,
Jiao, J.,
Wei, Y.,
Wei, S.,
Referring Image Segmentation by Generative Adversarial Learning,
MultMed(22), No. 5, May 2020, pp. 1333-1344.
IEEE DOI
2005
Image segmentation, Semantics, Feature extraction,
Natural languages, Generators, Generative adversarial networks,
Adversarial training
BibRef
Ye, L.W.[Lin-Wei],
Liu, Z.[Zhi],
Wang, Y.[Yang],
Dual Convolutional LSTM Network for Referring Image Segmentation,
MultMed(22), No. 12, December 2020, pp. 3224-3235.
IEEE DOI
2011
Image segmentation, Visualization, Decoding, Linguistics,
Task analysis, Logic gates,
deep learning
BibRef
Liu, S.[Si],
Hui, T.R.[Tian-Rui],
Huang, S.F.[Shao-Fei],
Wei, Y.C.[Yun-Chao],
Li, B.[Bo],
Li, G.B.[Guan-Bin],
Cross-Modal Progressive Comprehension for Referring Segmentation,
PAMI(44), No. 9, September 2022, pp. 4761-4775.
IEEE DOI
2208
Image segmentation, Feature extraction, Cognition, Visualization,
Semantics, Task analysis, Linguistics, Referring segmentation,
multimodal feature fusion
BibRef
Huang, S.F.[Shao-Fei],
Hui, T.R.[Tian-Rui],
Liu, S.[Si],
Li, G.B.[Guan-Bin],
Wei, Y.C.[Yun-Chao],
Han, J.Z.[Ji-Zhong],
Liu, L.Q.[Luo-Qi],
Li, B.[Bo],
Referring Image Segmentation via Cross-Modal Progressive
Comprehension,
CVPR20(10485-10494)
IEEE DOI
2008
segmenting the foreground masks of the entities that can well match
the description given in the natural language expression.
Visualization, Cognition, Image segmentation, Linguistics,
Feature extraction, Convolution, Semantics
BibRef
Baffour, A.A.[Adu Asare],
Qin, Z.[Zhen],
Wang, Y.[Yong],
Qin, Z.G.[Zhi-Guang],
Choo, K.K.R.[Kim-Kwang Raymond],
Spatial Self-Attention Network with Self-Attention Distillation for
Fine-Grained Image Recognition,
JVCIR(81), 2021, pp. 103368.
Elsevier DOI
2112
Fine-grained recognition, Spatial self-attention,
Knowledge distillation, Convolutional neural network
BibRef
Ye, L.W.[Lin-Wei],
Rochan, M.[Mrigank],
Liu, Z.[Zhi],
Zhang, X.Q.[Xiao-Qin],
Wang, Y.[Yang],
Referring Segmentation in Images and Videos With Cross-Modal
Self-Attention Network,
PAMI(44), No. 7, July 2022, pp. 3719-3732.
IEEE DOI
2206
BibRef
Earlier: A1, A2, A3, A5, Only:
Cross-Modal Self-Attention Network for Referring Image Segmentation,
CVPR19(10494-10503).
IEEE DOI
2002
Videos, Image segmentation, Visualization, Task analysis,
Linguistics, Feature extraction, Semantics, Referring segmentation,
self-attention
BibRef
Wang, Z.H.[Zhen-Hua],
Ye, L.W.[Lin-Wei],
Referring Image Segmentation with Two-Stage Multi-Modal Interaction,
ICIP24(2543-2549)
IEEE DOI
2411
Location awareness, Image segmentation, Visualization,
Text to image, Linguistics, Feature extraction, Task analysis,
Referring Image Segmentation
BibRef
Kim, N.[Namyup],
Hwang, S.[Sehyun],
Kwak, S.[Suha],
Learning to Detect Semantic Boundaries with Image-Level Class Labels,
IJCV(130), No. 9, September 2022, pp. 2131-2148.
Springer DOI
2208
BibRef
Kim, D.[Dongwon],
Kim, N.[Namyup],
Lan, C.L.[Cui-Ling],
Kwak, S.[Suha],
Shatter and Gather: Learning Referring Image Segmentation with Text
Supervision,
ICCV23(15501-15511)
IEEE DOI
2401
BibRef
Ahn, J.[Jiwoon],
Cho, S.[Sunghyun],
Kwak, S.[Suha],
Weakly Supervised Learning of Instance Segmentation With Inter-Pixel
Relations,
CVPR19(2204-2213).
IEEE DOI
2002
BibRef
Earlier: A1, A3, Only:
Learning Pixel-Level Semantic Affinity with Image-Level Supervision
for Weakly Supervised Semantic Segmentation,
CVPR18(4981-4990)
IEEE DOI
1812
Image segmentation, Semantics, Training, Shape, Visualization,
Pipelines, Motion segmentation
BibRef
Shang, C.[Chao],
Li, H.L.[Hong-Liang],
Qiu, H.Q.[He-Qian],
Wu, Q.B.[Qing-Bo],
Meng, F.M.[Fan-Man],
Zhao, T.[Taijin],
Ngan, K.N.[King Ngi],
Cross-Modal Recurrent Semantic Comprehension for Referring Image
Segmentation,
CirSysVideo(33), No. 7, July 2023, pp. 3229-3242.
IEEE DOI
2307
Semantics, Visualization, Feature extraction, Image segmentation,
Cognition, Task analysis, Linguistics,
global semantic reasoning
BibRef
Ding, H.X.[Hai-Xin],
Zhang, S.C.[Sheng-Chuan],
Wu, Q.[Qiong],
Yu, S.L.[Song-Lin],
Hu, J.[Jie],
Cao, L.J.[Liu-Juan],
Ji, R.R.[Rong-Rong],
Bilateral Knowledge Interaction Network for Referring Image
Segmentation,
MultMed(26), 2024, pp. 2966-2977.
IEEE DOI
2402
Image segmentation, Visualization, Kernel, Knowledge engineering,
Feature extraction, Semantics, Convolution, vision-language
BibRef
Wu, J.Z.[Jian-Zong],
Li, X.T.[Xiang-Tai],
Li, X.[Xia],
Ding, H.H.[Heng-Hui],
Tong, Y.H.[Yun-Hai],
Tao, D.C.[Da-Cheng],
Toward Robust Referring Image Segmentation,
IP(33), 2024, pp. 1782-1794.
IEEE DOI Code:
WWW Link.
2403
Image segmentation, Task analysis, Robustness, Transformers,
Measurement, Fuses, Benchmark testing, image segmentation,
natural language processing
BibRef
Cho, Y.B.[Yu-Bin],
Yu, H.W.[Hyun-Woo],
Kang, S.J.[Suk-Ju],
Cross-Aware Early Fusion With Stage-Divided Vision and Language
Transformer Encoders for Referring Image Segmentation,
MultMed(26), 2024, pp. 5823-5833.
IEEE DOI
2404
Feature extraction, Image segmentation, Task analysis, Transformers,
Linguistics, Decoding, Visualization, feature-based cross-modal alignment
BibRef
Zhang, Z.L.[Zhen-Liang],
Teng, Z.[Zhu],
Fan, J.[Jack],
Zhang, B.P.[Bao-Peng],
Fan, J.P.[Jian-Ping],
Token-word mixer meets object-aware transformer for referring image
segmentation,
PR(155), 2024, pp. 110719.
Elsevier DOI
2408
Transformer, Multi-modal fusion, Referring image segmentation
BibRef
Liu, Y.J.[Ya-Jie],
Ge, P.[Pu],
Ma, H.X.[Hao-Xiang],
Fan, S.C.[Shi-Chao],
Liu, Q.J.[Qing-Jie],
Huang, D.[Di],
Wang, Y.H.[Yun-Hong],
Towards Generalizable Referring Image Segmentation Via Target Prompt
And Visual Coherence,
ICIP24(2599-2605)
IEEE DOI
2411
Visualization, Image segmentation, Protocols, Limiting, Coherence,
Predictive models, Linguistics, Referring image segmentation,
zero-shot cross-dataset
BibRef
Wang, Y.[Yehui],
Lei, F.[Fang],
Wang, B.[Baoyan],
Zhang, Q.[Qiang],
Zhen, X.T.[Xian-Tong],
Zhang, L.[Lei],
De-noising mask transformer for referring image segmentation,
IVC(154), 2025, pp. 105356.
Elsevier DOI
2502
Referring image segmentation, De-noising mask, Multi-modal fusion
BibRef
Li, W.H.[Wen-Hui],
Pang, C.[Chao],
Nie, W.Z.[Wei-Zhi],
Tian, H.[Hongshuo],
Liu, A.A.[An-An],
Bidirectional Mask Selection for Zero-Shot Referring Image
Segmentation,
CirSysVideo(35), No. 1, January 2025, pp. 911-921.
IEEE DOI Code:
WWW Link.
2502
Image segmentation, Visualization, Feature extraction, Semantics,
Circuits and systems, Training, Annotations,
mask adaptive fusion strategy
BibRef
Wang, Y.T.[Yao-Ting],
Sun, P.[Peiwen],
Zhou, D.Z.[Dong-Zhan],
Li, G.Y.[Guang-Yao],
Zhang, H.G.[Hong-Gang],
Hu, D.[Di],
REF-AVS: Refer and Segment Objects in Audio-visual Scenes,
ECCV24(LXXIV: 196-213).
Springer DOI
2412
BibRef
Lyu, H.X.[Hao-Xin],
Zhong, T.X.[Tian-Xiong],
Zhao, S.[Sanyuan],
Gtms: A Gradient-driven Tree-guided Mask-free Referring Image
Segmentation Method,
ECCV24(LXVI: 288-304).
Springer DOI
2412
BibRef
Yu, S.[Seonghoon],
Seo, P.H.[Paul Hongsuck],
Son, J.[Jeany],
Pseudo-ris: Distinctive Pseudo-supervision Generation for Referring
Image Segmentation,
ECCV24(LXVIII: 18-36).
Springer DOI
2412
BibRef
Ha, S.[Seongsu],
Kim, C.[Chaeyun],
Kim, D.[Donghwa],
Lee, J.[Junho],
Lee, S.H.[Sang-Ho],
Lee, J.[Joonseok],
Finding Nemo: Negative-mined Mosaic Augmentation for Referring Image
Segmentation,
ECCV24(LXIX: 121-137).
Springer DOI
2412
BibRef
Dai, Q.Y.[Qi-Yuan],
Yang, S.[Sibei],
Curriculum Point Prompting for Weakly-Supervised Referring Image
Segmentation,
CVPR24(13711-13722)
IEEE DOI
2410
Image segmentation, Annotations, Semantics, Noise, Natural languages, Generators
BibRef
Yuan, L.F.[Lin-Feng],
Shi, M.J.[Miao-Jing],
Yue, Z.J.[Zi-Jie],
Chen, Q.J.[Qi-Jun],
LoSh: Long-Short Text Joint Prediction Network for Referring Video
Object Segmentation,
CVPR24(14001-14010)
IEEE DOI
2410
Optical losses, Visualization, Codes, Pipelines, Object segmentation,
Predictive models
BibRef
Wu, J.N.[Jian-Nan],
Jiang, Y.[Yi],
Yan, B.[Bin],
Lu, H.C.[Hu-Chuan],
Yuan, Z.H.[Ze-Huan],
Luo, P.[Ping],
Segment Every Reference Object in Spatial and Temporal Spaces,
ICCV23(2538-2550)
IEEE DOI
2401
Referring image segmentation
BibRef
Hu, Y.[Yutao],
Wang, Q.X.[Qi-Xiong],
Shao, W.Q.[Wen-Qi],
Xie, E.[Enze],
Li, Z.G.[Zhen-Guo],
Han, J.G.[Jun-Gong],
Luo, P.[Ping],
Beyond One-to-One: Rethinking the Referring Image Segmentation,
ICCV23(4044-4054)
IEEE DOI Code:
WWW Link.
2401
BibRef
Lee, J.[Jungbeom],
Lee, S.J.[Sung-Jin],
Nam, J.[Jinseok],
Yu, S.[Seunghak],
Do, J.[Jaeyoung],
Taghavi, T.[Tara],
Weakly Supervised Referring Image Segmentation with Intra-Chunk and
Inter-Chunk Consistency,
ICCV23(21813-21824)
IEEE DOI
2401
BibRef
Liu, F.[Fang],
Liu, Y.H.[Yu-Hao],
Kong, Y.Q.[Yu-Qiu],
Xu, K.[Ke],
Zhang, L.[Lihe],
Yin, B.C.[Bao-Cai],
Hancke, G.[Gerhard],
Lau, R.[Rynson],
Referring Image Segmentation Using Text Supervision,
ICCV23(22067-22077)
IEEE DOI Code:
WWW Link.
2401
BibRef
Xu, Z.[Zunnan],
Chen, Z.H.[Zhi-Hong],
Zhang, Y.[Yong],
Song, Y.B.[Yi-Bing],
Wan, X.[Xiang],
Li, G.B.[Guan-Bin],
Bridging Vision and Language Encoders:
Parameter-Efficient Tuning for Referring Image Segmentation,
ICCV23(17457-17466)
IEEE DOI Code:
WWW Link.
2401
BibRef
Yu, S.[Seonghoon],
Seo, P.H.[Paul Hongsuck],
Son, J.[Jeany],
Zero-shot Referring Image Segmentation with Global-Local Context
Features,
CVPR23(19456-19465)
IEEE DOI
2309
BibRef
Kim, N.[Namyup],
Kim, D.[Dongwon],
Kwak, S.[Suha],
Lan, C.L.[Cui-Ling],
Zeng, W.J.[Wen-Jun],
ReSTR: Convolution-free Referring Image Segmentation Using
Transformers,
CVPR22(18124-18133)
IEEE DOI
2210
Image segmentation, Adaptation models, Visualization, Semantics,
Benchmark testing, Transformers, Feature extraction,
grouping and shape analysis
BibRef
Wang, Z.Q.[Zhao-Qing],
Lu, Y.[Yu],
Li, Q.[Qiang],
Tao, X.Q.[Xun-Qiang],
Guo, Y.D.[Yan-Dong],
Gong, M.M.[Ming-Ming],
Liu, T.L.[Tong-Liang],
CRIS: CLIP-Driven Referring Image Segmentation,
CVPR22(11676-11685)
IEEE DOI
2210
Representation learning, Image segmentation, Visualization,
Image analysis, Shape, Semantics, Segmentation, Vision+language
BibRef
Yang, Z.[Zhao],
Wang, J.Q.[Jia-Qi],
Tang, Y.S.[Yan-Song],
Chen, K.[Kai],
Zhao, H.S.[Heng-Shuang],
Torr, P.H.S.[Philip H.S.],
LAVT: Language-Aware Vision Transformer for Referring Image
Segmentation,
CVPR22(18134-18144)
IEEE DOI
2210
Image segmentation, Visualization, Image coding, Shape, Linguistics,
Transformers, Feature extraction, Segmentation, grouping and shape analysis
BibRef
Yang, S.[Sibei],
Xia, M.[Meng],
Li, G.B.[Guan-Bin],
Zhou, H.Y.[Hong-Yu],
Yu, Y.Z.[Yi-Zhou],
Bottom-Up Shift and Reasoning for Referring Image Segmentation,
CVPR21(11261-11270)
IEEE DOI
2111
Location awareness, Visualization, Image segmentation,
Fuses, Message passing, Computational modeling
BibRef
Jing, Y.[Ya],
Kong, T.[Tao],
Wang, W.[Wei],
Wang, L.[Liang],
Li, L.[Lei],
Tan, T.N.[Tie-Niu],
Locate then Segment:
A Strong Pipeline for Referring Image Segmentation,
CVPR21(9853-9862)
IEEE DOI
2111
Location awareness, Image segmentation, Visualization, Fuses,
Pipelines, Object segmentation, Feature extraction
BibRef
Hui, T.R.[Tian-Rui],
Liu, S.[Si],
Huang, S.F.[Shao-Fei],
Li, G.B.[Guan-Bin],
Yu, S.[Sansi],
Zhang, F.[Faxi],
Han, J.Z.[Ji-Zhong],
Linguistic Structure Guided Context Modeling for Referring Image
Segmentation,
ECCV20(X:59-75).
Springer DOI
2011
BibRef
Li, X.,
Liu, Y.,
Xu, K.,
Zhao, Z.,
Liu, S.,
A Context-Based Network For Referring Image Segmentation,
ICIP20(1436-1440)
IEEE DOI
2011
Image segmentation, Visualization, Linguistics, Feature extraction,
Convolution, Decoding, Referring Image Segmentation,
Dense Convolution
BibRef
Li, R.,
Li, K.,
Kuo, Y.,
Shu, M.,
Qi, X.,
Shen, X.,
Jia, J.,
Referring Image Segmentation via Recurrent Refinement Networks,
CVPR18(5745-5753)
IEEE DOI
1812
Image segmentation, Semantics, Natural languages, Task analysis,
Feature extraction, Logic gates, Training
BibRef
Liu, C.X.[Chen-Xi],
Lin, Z.[Zhe],
Shen, X.H.[Xiao-Hui],
Yang, J.M.[Ji-Mei],
Lu, X.[Xin],
Yuille, A.L.[Alan L.],
Recurrent Multimodal Interaction for Referring Image Segmentation,
ICCV17(1280-1289)
IEEE DOI
1802
convolution, image segmentation, learning (artificial intelligence),
Visualization
BibRef
Chapter on 2-D Region Segmentation Techniques, Snakes, Active Contours continues in
Other Complete Systems .