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Journal Articles

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2024
[j11]
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Luntian Mou, Feng Gao, Zijin Li, Jiaying Liu, Hongxun Yao, Johan F. Hoorn:
Editorial for Special Issue on Artificial Intelligence for Art. Mach. Intell. Res. 21(1): 1-3 (2024)
[j10]
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Luntian Mou, Haitao Xie, Shasha Mao, Dandan Yan, Nan Ma, Baocai Yin, Wen Gao:
Image-Based Structured Vehicle Behavior Analysis Inspired by Interactive Cognition. IEEE Trans. Multim. 26: 9121-9134 (2024)
[j9]
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Mingyang Zhao, Xiaoshui Huang, Jingen Jiang, Luntian Mou, Dong-Ming Yan, Lei Ma:
Accurate Registration of Cross-Modality Geometry via Consistent Clustering. IEEE Trans. Vis. Comput. Graph. 30(7): 4055-4067 (2024)
2023
[j8]
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Luntian Mou, Jiali Chang, Chao Zhou, Yiyuan Zhao, Nan Ma, Baocai Yin, Ramesh C. Jain, Wen Gao:
Multimodal driver distraction detection using dual-channel network of CNN and Transformer. Expert Syst. Appl. 234: 121066 (2023)
[j7]
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Luntian Mou, Yiyuan Zhao, Chao Zhou, Bahareh Nakisa, Mohammad Naim Rastgoo, Lei Ma, Tiejun Huang, Baocai Yin, Ramesh C. Jain, Wen Gao:
Driver Emotion Recognition With a Hybrid Attentional Multimodal Fusion Framework. IEEE Trans. Affect. Comput. 14(4): 2970-2981 (2023)
[j6]
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Luntian Mou, Chao Zhou, Pengtao Xie, Pengfei Zhao, Ramesh C. Jain, Wen Gao, Baocai Yin:
Isotropic Self-Supervised Learning for Driver Drowsiness Detection With Attention-Based Multimodal Fusion. IEEE Trans. Multim. 25: 529-542 (2023)
[j5]
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  - journals/tomccap/WangM00023
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Jingyao Wang, Luntian Mou, Lei Ma, Tiejun Huang, Wen Gao:
AMSA: Adaptive Multimodal Learning for Sentiment Analysis. ACM Trans. Multim. Comput. Commun. Appl. 19(3s): 135:1-135:21 (2023)
2021
[j4]
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Luntian Mou, Chao Zhou, Pengfei Zhao, Bahareh Nakisa, Mohammad Naim Rastgoo, Ramesh C. Jain, Wen Gao:
Driver stress detection via multimodal fusion using attention-based CNN-LSTM. Expert Syst. Appl. 173: 114693 (2021)
2019
[j3]
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Luntian Mou, Pengfei Zhao, Haitao Xie, Yanyan Chen:
T-LSTM: A Long Short-Term Memory Neural Network Enhanced by Temporal Information for Traffic Flow Prediction. IEEE Access 7: 98053-98060 (2019)
2013
[j2]
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Luntian Mou, Tiejun Huang, Yonghong Tian, Menglin Jiang, Wen Gao:
Content-based copy detection through multimodal feature representation and temporal pyramid matching. ACM Trans. Multim. Comput. Commun. Appl. 10(1): 5:1-5:20 (2013)
2009
[j1]
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Luntian Mou, Tiejun Huang, Longshe Huo, Weiping Li, Wen Gao, Xilin Chen:
A secure media streaming mechanism combining encryption, authentication, and transcoding. Signal Process. Image Commun. 24(10): 825-833 (2009)

Conference and Workshop Papers

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2024
[c17]
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Luntian Mou, Yihan Sun, Yunhan Tian, Ruichen He, Feng Gao, Zijin Li, Ramesh C. Jain:
MemoMusic 4.0: Personalized Emotion Music Generation Conditioned by Valence and Arousal as Virtual Tokens. ICME Workshops 2024: 1-6
2023
[c16]
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Luntian Mou, Yihan Sun, Yunhan Tian, Yiqi Sun, Yuhang Liu, Zexi Zhang, Ruichen He, Juehui Li, Jueying Li, Zijin Li, Feng Gao, Yemin Shi, Ramesh C. Jain:
MemoMusic 3.0: Considering Context at Music Recommendation and Combining Music Theory at Music Generation. ICME Workshops 2023: 296-301
2022
[c15]
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Luntian Mou, Yiyuan Zhao, Quan Hao, Yunhan Tian, Juehui Li, Jueying Li, Yiqi Sun, Feng Gao, Baocai Yin:
Memomusic Version 2.0: Extending Personalized Music Recommendation with Automatic Music Generation. ICME Workshops 2022: 1-6
[c14]
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Luntian Mou, Yiyuan Zhao, Chao Zhou, Baocai Yin, Wen Gao, Ramesh C. Jain:
A Review of Personalized Health Navigation for Drivers. MIPR 2022: 293-299
2021
[c13]
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  - conf/acl/HeCWZMXX20
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Xuehai He, Zhuo Cai, Wenlan Wei, Yichen Zhang, Luntian Mou, Eric P. Xing, Pengtao Xie:
Towards Visual Question Answering on Pathology Images. ACL/IJCNLP (2) 2021: 708-718
[c12]
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Luntian Mou, Jueying Li, Juehui Li, Feng Gao, Ramesh C. Jain, Baocai Yin:
MemoMusic: A Personalized Music Recommendation Framework Based on Emotion and Memory. MIPR 2021: 341-347
2019
[c11]
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  - conf/mipr/MouLJH019
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Luntian Mou, Hao Liu, Hao Ji, Tiejun Huang, Wen Gao:
Fine-granularity ownership identification of multimedia content components: a mechanism for smart media streaming. MIPR 2019: 366-370
2018
[c10]
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Luntian Mou:
Ownership Identification and Signaling of Multimedia Content Components. MIPR 2018: 212-213
2017
[c9]
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Pengtao Xie, Ruslan Salakhutdinov, Luntian Mou, Eric P. Xing:
Deep Determinantal Point Process for Large-Scale Multi-label Classification. ICCV 2017: 473-482
2014
[c8]
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Luntian Mou, Xilin Chen, Tiejun Huang, Wen Gao:
Overview of IEEE 1857.3: Systems of advanced audio and video coding. ICME Workshops 2014: 1-4
[c7]
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  - conf/icmcs/QianMLT14
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Mengren Qian, Luntian Mou, Jia Li, Yonghong Tian:
Video picture-in-picture detection using spatio-temporal slicing. ICME Workshops 2014: 1-6
2013
[c6]
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Chaoran Gu, Luntian Mou, Yonghong Tian, Tiejun Huang:
MPLBoost-based mixture model for effective human detection with Deformable Part Model. ICME 2013: 1-6
2012
[c5]
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  - conf/iscas/MouCTH12
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Luntian Mou, Xilin Chen, Yonghong Tian, Tiejun Huang:
Robust and discriminative image authentication based on standard model feature. ISCAS 2012: 1131-1134
2011
[c4]
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Luntian Mou, Tiejun Huang, Yonghong Tian, Shiguo Lian, Xilin Chen:
Robust and discriminative image authentication based on sparse coding. CCNC 2011: 323-326
[c3]
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Yonghong Tian, Menglin Jiang, Luntian Mou, Xiaoyu Fang, Tiejun Huang:
A multimodal video copy detection approach with sequential pyramid matching. ICIP 2011: 3629-3632
2010
[c2]
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Kaihua Jiang, Guangcheng Zhang, Xihong Wu, Zhipeng Hu, Guochen Jia, Teng Xu, Yaowei Wang, Yonghong Tian, Wen Gao, Zhongwei Chen, Qiong Hu, Lei Qin, Yuanning Li, Luntian Mou, Chi Su, Xiaoyu Fang, Mengren Qian, Menglin Jiang, Tiejun Huang:
PKU@TRECVID2010: Pair-Wise Event Detection in Surveillance Video. TRECVID 2010
2007
[c1]
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Xiaoyun Liu, Tiejun Huang, Longshe Huo, Luntian Mou:
A DRM Architecture for Manageable P2P Based IPTV System. ICME 2007: 899-902

Informal and Other Publications

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2024
[i5]
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  - journals/corr/abs-2408-09676
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Jingyao Wang, Luntian Mou, Changwen Zheng, Wen Gao:
Image-based Freeform Handwriting Authentication with Energy-oriented Self-Supervised Learning. CoRR abs/2408.09676 (2024)
2023
[i4]
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  - journals/corr/abs-2307-11100
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Jingyao Wang, Luntian Mou, Changwen Zheng, Wen Gao:
CSSL-RHA: Contrastive Self-Supervised Learning for Robust Handwriting Authentication. CoRR abs/2307.11100 (2023)
2020
[i3]
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  - journals/corr/abs-2003-10286
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Xuehai He, Yichen Zhang, Luntian Mou, Eric P. Xing, Pengtao Xie:
PathVQA: 30000+ Questions for Medical Visual Question Answering. CoRR abs/2003.10286 (2020)
[i2]
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  - journals/corr/abs-2009-07734
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Ruisi Zhang, Luntian Mou, Pengtao Xie:
TreeGAN: Incorporating Class Hierarchy into Image Generation. CoRR abs/2009.07734 (2020)
[i1]
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  - journals/corr/abs-2010-12435
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Xuehai He, Zhuo Cai, Wenlan Wei, Yichen Zhang, Luntian Mou, Eric P. Xing, Pengtao Xie:
Pathological Visual Question Answering. CoRR abs/2010.12435 (2020)

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