Peng Xu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 20

Top Topics

Scene Understanding

Image Retrieval

Subspace Learning

Top Venues

IEEE Trans. Circuits Syst. Video Technol.

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Pancheng Zhao, Peng Xu, Pengda Qin, Deng-Ping Fan, Zhicheng Zhang, Guoli Jia, Bowen Zhou, Jufeng Yang
LAKE-RED: Camouflaged Images Generation by Latent Background Knowledge Retrieval-Augmented Diffusion. CoRR (2024)
Deng-Ping Fan, Ge-Peng Ji, Peng Xu, Ming-Ming Cheng, Christos Sakaridis, Luc Van Gool
Advances in deep concealed scene understanding. Vis. Intell. 1 (1) (2023)
Ge-Peng Ji, Deng-Ping Fan, Peng Xu, Bowen Zhou, Ming-Ming Cheng, Luc Van Gool
SAM struggles in concealed scenes - empirical study on "Segment Anything". Sci. China Inf. Sci. 66 (12) (2023)
Peng Xu, Timothy M. Hospedales, Qiyue Yin, Yi-Zhe Song, Tao Xiang, Liang Wang
Deep Learning for Free-Hand Sketch: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Peng Xu, Xiatian Zhu, David A. Clifton
Multimodal Learning With Transformers: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 45 (10) (2023)
Peng Xu, Chaitanya K. Joshi, Xavier Bresson
Multigraph Transformer for Free-Hand Sketch Recognition. IEEE Trans. Neural Networks Learn. Syst. 33 (10) (2022)
Peng Xu, Zeyu Song, Qiyue Yin, Yi-Zhe Song, Liang Wang
Deep Self-Supervised Representation Learning for Free-Hand Sketch. IEEE Trans. Circuits Syst. Video Technol. 31 (4) (2021)
Peng Xu, Yongye Huang, Tongtong Yuan, Tao Xiang, Timothy M. Hospedales, Yi-Zhe Song, Liang Wang
On Learning Semantic Representations for Large-Scale Abstract Sketches. IEEE Trans. Circuits Syst. Video Technol. 31 (9) (2021)
Peng Xu, Kun Liu, Tao Xiang, Timothy M. Hospedales, Zhanyu Ma, Jun Guo, Yi-Zhe Song
Fine-Grained Instance-Level Sketch-Based Video Retrieval. IEEE Trans. Circuits Syst. Video Technol. 31 (5) (2021)
Peng Xu, Kun Liu, Tao Xiang, Timothy M. Hospedales, Zhanyu Ma, Jun Guo, Yi-Zhe Song
Fine-Grained Instance-Level Sketch-Based Video Retrieval. CoRR (2020)
Peng Xu, Yongye Huang, Tongtong Yuan, Tao Xiang, Timothy M. Hospedales, Yi-Zhe Song, Liang Wang
On Learning Semantic Representations for Million-Scale Free-Hand Sketches. CoRR (2020)
Peng Xu, Zeyu Song, Qiyue Yin, Yi-Zhe Song, Liang Wang
Deep Self-Supervised Representation Learning for Free-Hand Sketch. CoRR (2020)
Yao Xie, Peng Xu, Zhanyu Ma
Deep Zero-Shot Learning for Scene Sketch. CoRR (2019)
Yao Xie, Peng Xu, Zhanyu Ma
Deep Zero-Shot Learning for Scene Sketch. ICIP (2019)
Peng Xu, Yongye Huang, Tongtong Yuan, Kaiyue Pang, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales, Zhanyu Ma, Jun Guo
SketchMate: Deep Hashing for Million-Scale Human Sketch Retrieval. CVPR (2018)
Peng Xu, Qiyue Yin, Yongye Huang, Yi-Zhe Song, Zhanyu Ma, Liang Wang, Tao Xiang, W. Bastiaan Kleijn, Jun Guo
Cross-modal subspace learning for fine-grained sketch-based image retrieval. Neurocomputing 278 (2018)
Peng Xu, Yongye Huang, Tongtong Yuan, Kaiyue Pang, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales, Zhanyu Ma, Jun Guo
SketchMate: Deep Hashing for Million-Scale Human Sketch Retrieval. CoRR (2018)
Peng Xu, Qiyue Yin, Yongye Huang, Yi-Zhe Song, Zhanyu Ma, Liang Wang, Tao Xiang, W. Bastiaan Kleijn, Jun Guo
Cross-modal Subspace Learning for Fine-grained Sketch-based Image Retrieval. CoRR (2017)
Peng Xu, Qiyue Yin, Yonggang Qi, Yi-Zhe Song, Zhanyu Ma, Liang Wang, Jun Guo
Instance-Level Coupled Subspace Learning for Fine-Grained Sketch-Based Image Retrieval. ECCV Workshops (1) (2016)
Peng Xu, Ke Li, Zhanyu Ma, Yi-Zhe Song, Liang Wang, Jun Guo
Cross-modal subspace learning for sketch-based image retrieval: A comparative study. IC-NIDC (2016)