Xujun Peng

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 22

Top Topics

Latent Dirichlet Allocation

Feature Representation

Image Binarization

Monotonicity Constraints

Top Venues

Signal Process. Image Commun.

Publications

Wang Yin, Peng Lu, Xujun Peng
COLORFLOW: A Conditional Normalizing Flow for Image Colorization. ICASSP (2024)
Zhaoran Zhao, Peng Lu, Xujun Peng, Wenhao Guo
Self-supervised Photographic Image Layout Representation Learning. CoRR (2024)
Jinghan Jia, Abi Komma, Timothy Leffel, Xujun Peng, Ajay Nagesh, Tamer Soliman, Aram Galstyan, Anoop Kumar
Leveraging LLMs for Dialogue Quality Measurement. CoRR (2024)
Wei Wang, Peng Lu, Xujun Peng, Wang Yin, Zhaoran Zhao
RLSCNet: A Residual Line-Shaped Convolutional Network for Vanishing Point Detection. MMM (2) (2023)
Ji Qiu, Peng Lu, Xujun Peng
Learning to Draw Through A Multi-Stage Environment Model Based Reinforcement Learning. ICIP (2023)
Peng Lu, Hao Zhang, Xujun Peng, Xiaofu Jin
Learning the Relation Between Interested Objects and Aesthetic Region for Image Cropping. IEEE Trans. Multim. 23 (2021)
Wang Yin, Peng Lu, Zhaoran Zhao, Xujun Peng
Yes, "Attention Is All You Need", for Exemplar based Colorization. ACM Multimedia (2021)
Peng Lu, Jiahui Liu, Xujun Peng, Xiaojie Wang
Weakly Supervised Real-time Image Cropping based on Aesthetic Distributions. ACM Multimedia (2020)
Xujun Peng, Chao Wang
Camera Captured DIQA with Linearity and Monotonicity Constraints. DAS (2020)
Xujun Peng, Chao Wang
Building Super-Resolution Image Generator for OCR Accuracy Improvement. DAS (2020)
Peng Lu, Jinbei Yu, Xujun Peng, Zhaoran Zhao, Xiaojie Wang
Gray2ColorNet: Transfer More Colors from Reference Image. ACM Multimedia (2020)
Peng Lu, Hao Zhang, Xujun Peng, Xiang Peng
Aesthetic guided deep regression network for image cropping. Signal Process. Image Commun. 77 (2019)
Xujun Peng, Chao Wang, Huaigu Cao
Document Binarization via Multi-resolutional Attention Model with DRD Loss. ICDAR (2019)
Manling Li, Ying Lin, Ananya Subburathinam, Spencer Whitehead, Xiaoman Pan, Di Lu, Qingyun Wang, Tongtao Zhang, Lifu Huang, Heng Ji, Alireza Zareian, Hassan Akbari, Brian Chen, Bo Wu, Emily Allaway, Shih-Fu Chang, Kathleen R. McKeown, Yixiang Yao, Jennifer Chen, Eric Berquist, Kexuan Sun, Xujun Peng, Ryan Gabbard, Marjorie Freedman, Pedro A. Szekely, T. K. Satish Kumar, Arka Sadhu, Ram Nevatia, Miguel E. Rodríguez, Yifan Wang, Yang Bai, Ali Sadeghian, Daisy Zhe Wang
GAIA at SM-KBP 2019 - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System. TAC (2019)
Peng Lu, Xujun Peng, Jinbei Yu, Xiang Peng
Gated CNN for visual quality assessment based on color perception. Signal Process. Image Commun. 72 (2019)
Peng Lu, Hao Zhang, Xujun Peng, Xiaofu Jin
An End-to-End Neural Network for Image Cropping by Learning Composition from Aesthetic Photos. CoRR (2019)
Tongtao Zhang, Ananya Subburathinam, Ge Shi, Lifu Huang, Di Lu, Xiaoman Pan, Manling Li, Boliang Zhang, Qingyun Wang, Spencer Whitehead, Heng Ji, Alireza Zareian, Hassan Akbari, Brian Chen, Ruiqi Zhong, Steven Shao, Emily Allaway, Shih-Fu Chang, Kathleen R. McKeown, Dongyu Li, Xin Huang, Kexuan Sun, Xujun Peng, Ryan Gabbard, Marjorie Freedman, Mayank Kejriwal, Ram Nevatia, Pedro A. Szekely, T. K. Satish Kumar, Ali Sadeghian, Giacomo Bergami, Sourav Dutta, Miguel E. Rodríguez, Daisy Zhe Wang
GAIA - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System. TAC (2018)
Peng Lu, Jinbei Yu, Xujun Peng
Deep Conditional Color Harmony Model for Image Aesthetic Assessment. ICPR (2018)
Xujun Peng, Huaigu Cao, Prem Natarajan
Using Convolutional Encoder-Decoder for Document Image Binarization. ICDAR (2017)
Xujun Peng, Huaigu Cao, Prem Natarajan
Document Image Quality Assessment Using Discriminative Sparse Representation. DAS (2016)
Peng Lu, Xujun Peng, Xinshan Zhu, Ruifan Li
An EL-LDA based general color harmony model for photo aesthetics assessment. Signal Process. 120 (2016)
Peng Lu, Xujun Peng, Caixia Yuan, Ruifan Li, Xiaojie Wang
Image color harmony modeling through neighbored co-occurrence colors. Neurocomputing 201 (2016)
Peng Lu, Xujun Peng, Ruifan Li, Xiaojie Wang
Towards aesthetics of image: A Bayesian framework for color harmony modeling. Signal Process. Image Commun. 39 (2015)
Gang Wang, HaiCheng Eric Chu, Yuxuan Zhang, Huiling Chen, Weitong Hu, Ying Li, Xujun Peng
Multiple parameter control for ant colony optimization applied to feature selection problem. Neural Comput. Appl. 26 (7) (2015)
Xujun Peng, Huaigu Cao, Prem Natarajan
Document image OCR accuracy prediction via latent Dirichlet allocation. ICDAR (2015)
Peng Lu, Xujun Peng, Xinshan Zhu, Ruifan Li
Finding more relevance: Propagating similarity on Markov random field for object retrieval. Signal Process. Image Commun. 32 (2015)
Xujun Peng, Huaigu Cao, Prem Natarajan
Boost OCR accuracy using iVector based system combination approach. DRR (2015)
Huaigu Cao, Prem Natarajan, Xujun Peng, Krishna Subramanian, David Belanger, Nan Li
Progress in the Raytheon BBN Arabic Offline Handwriting Recognition System. ICFHR (2014)
Shengxin Zha, Xujun Peng, Huaigu Cao, Xiaodan Zhuang, Pradeep Natarajan, Prem Natarajan
Text Classification via iVector Based Feature Representation. Document Analysis Systems (2014)
Peng Lu, Zhijie Kuang, Xujun Peng, Ruifan Li
Discovering Harmony: A Hierarchical Colour Harmony Model for Aesthetics Assessment. ACCV (3) (2014)
Arpit Jain, Xujun Peng, Xiaodan Zhuang, Pradeep Natarajan, Huaigu Cao
Text detection and recognition in natural scenes and consumer videos. ICASSP (2014)
Xujun Peng, Srirangaraj Setlur, Venu Govindaraju, Ramachandrula Sitaram
Handwritten text separation from annotated machine printed documents using Markov Random Fields. Int. J. Document Anal. Recognit. 16 (1) (2013)
Xujun Peng, Huaigu Cao, Krishna Subramanian, Rohit Prasad, Prem Natarajan
Exploiting Stroke Orientation for CRF Based Binarization of Historical Documents. ICDAR (2013)
Peng Lu, Xujun Peng, Xinshan Zhu, Xiaojie Wang
Finding More Relevance: Propagating Similarity on Markov Random Field for Image Retrieval. CoRR (2013)
Xujun Peng, Huaigu Cao, Srirangaraj Setlur, Venu Govindaraju, Prem Natarajan
Multilingual OCR research and applications: an overview. MOCR@ICDAR (2013)
Xujun Peng, Srirangaraj Setlur, Venu Govindaraju, Ramachandrula Sitaram
Using a boosted tree classifier for text segmentation in hand-annotated documents. Pattern Recognit. Lett. 33 (7) (2012)
Huaigu Cao, Krishna Subramanian, Xujun Peng, Jinying Chen, Rohit Prasad, Prem Natarajan
Extracting information from handwritten content in census forms. ICPR (2012)
Xujun Peng, Huaigu Cao, Rohit Prasad, Premkumar Natarajan
Text Extraction from Video Using Conditional Random Fields. ICDAR (2011)
Xujun Peng, Huaigu Cao, Krishna Subramanian, Rohit Prasad, Prem Natarajan
Automated image quality assessment for camera-captured OCR. ICIP (2011)
Xujun Peng, Srirangaraj Setlur, Venu Govindaraju, Ramachandrula Sitaram
Binarization of camera-captured document using A MAP approach. DRR (2011)
Xujun Peng, Srirangaraj Setlur, Venu Govindaraju, Ramachandrula Sitaram
Text Separation from Mixed Documents Using a Tree-Structured Classifier. ICPR (2010)
Xujun Peng, Srirangaraj Setlur, Venu Govindaraju, Ramachandrula Sitaram
Markov random field based binarization for hand-held devices captured document images. ICVGIP (2010)
Xujun Peng, Srirangaraj Setlur, Venu Govindaraju, Ramachandrula Sitaram
Overlapped text segmentation using Markov random field and aggregation. Document Analysis Systems (2010)
Xujun Peng, Srirangaraj Setlur, Venu Govindaraju, Ramachandrula Sitaram, Kiran Bhuvanagiri
Markov Random Field Based Text Identification from Annotated Machine Printed Documents. ICDAR (2009)