Markov Random Field Based Text Identification from Annotated Machine Printed Documents. - Xujun Peng; Srirangaraj Setlur; Venu Govindaraju; Ramachandrula Sitaram; Kiran Bhuvanagiri (ICDAR, 2009)

Overlapped text segmentation using Markov random field and aggregation. - Xujun Peng; Srirangaraj Setlur; Venu Govindaraju; Ramachandrula Sitaram (Document Analysis Systems, 2010)

Text Separation from Mixed Documents Using a Tree-Structured Classifier. - Xujun Peng; Srirangaraj Setlur; Venu Govindaraju; Ramachandrula Sitaram (ICPR, 2010)

Markov random field based binarization for hand-held devices captured document images. - Xujun Peng; Srirangaraj Setlur; Venu Govindaraju; Ramachandrula Sitaram (ICVGIP, 2010)

Binarization of camera-captured document using A MAP approach. - Xujun Peng; Srirangaraj Setlur; Venu Govindaraju; Ramachandrula Sitaram (DRR, 2011)

Text Extraction from Video Using Conditional Random Fields. - Xujun Peng; Huaigu Cao; Rohit Prasad; Premkumar Natarajan (ICDAR, 2011)

Automated image quality assessment for camera-captured OCR. - Xujun Peng; Huaigu Cao; Krishna Subramanian 001; Rohit Prasad; Prem Natarajan (ICIP, 2011)

Exponential locality preserving projections for small sample size problem. - Sujing Wang; Hui-Ling Chen 001; Xu-Jun Peng; Chunguang Zhou (Neurocomputing, 2011)

A novel face recognition method based on sub-pattern and tensor. - Sujing Wang; Chunguang Zhou; Yu-Hsin Chen; Xu-Jun Peng; Hui-Ling Chen 001; Gang Wang 013; Xiaohua Liu (Neurocomputing, 2011)

Face recognition using second-order discriminant tensor subspace analysis. - Sujing Wang; Chunguang Zhou; Na Zhang; Xu-Jun Peng; Yu-Hsin Chen; Xiaohua Liu (Neurocomputing, 2011)

Extracting information from handwritten content in census forms. - Huaigu Cao; Krishna Subramanian 001; Xujun Peng; Jinying Chen; Rohit Prasad; Prem Natarajan (ICPR, 2012)

Incremental multi-linear discriminant analysis using canonical correlations for action recognition. - Cheng-Cheng Jia; Sujing Wang; Xu-Jun Peng; Wei Pang 001; Can-Yan Zhang; Chunguang Zhou; Zhezhou Yu (Neurocomputing, 2012)

Using a boosted tree classifier for text segmentation in hand-annotated documents. - Xujun Peng; Srirangaraj Setlur; Venu Govindaraju; Ramachandrula Sitaram (Pattern Recognit. Lett., 2012)

Sparse Tensor Discriminant Color Space for Face Verification. - Sujing Wang; Jian Yang 003; Mingfang Sun; Xu-Jun Peng; Mingming Sun 006; Chunguang Zhou (IEEE Trans. Neural Networks Learn. Syst., 2012)

Multilingual OCR research and applications: an overview. - Xujun Peng; Huaigu Cao; Srirangaraj Setlur; Venu Govindaraju; Prem Natarajan (MOCR@ICDAR, 2013)

Exploiting Stroke Orientation for CRF Based Binarization of Historical Documents. - Xujun Peng; Huaigu Cao; Krishna Subramanian 001; Rohit Prasad; Prem Natarajan (ICDAR, 2013)

Finding More Relevance: Propagating Similarity on Markov Random Field for Image Retrieval. - Peng Lu 007; Xujun Peng; Xinshan Zhu; Xiaojie Wang 006 (CoRR, 2013)

Handwritten text separation from annotated machine printed documents using Markov Random Fields. - Xujun Peng; Srirangaraj Setlur; Venu Govindaraju; Ramachandrula Sitaram (Int. J. Document Anal. Recognit., 2013)

Discovering Harmony: A Hierarchical Colour Harmony Model for Aesthetics Assessment. - Peng Lu 007; Zhijie Kuang; Xujun Peng; Ruifan Li (ACCV (3), 2014)

Text Classification via iVector Based Feature Representation. - Shengxin Zha; Xujun Peng; Huaigu Cao; Xiaodan Zhuang; Pradeep Natarajan; Prem Natarajan (Document Analysis Systems, 2014)

Text detection and recognition in natural scenes and consumer videos. - Arpit Jain; Xujun Peng; Xiaodan Zhuang; Pradeep Natarajan; Huaigu Cao (ICASSP, 2014)

Progress in the Raytheon BBN Arabic Offline Handwriting Recognition System. - Huaigu Cao; Prem Natarajan; Xujun Peng; Krishna Subramanian 001; David Belanger 001; Nan Li (ICFHR, 2014)

Boost OCR accuracy using iVector based system combination approach. - Xujun Peng; Huaigu Cao; Prem Natarajan (DRR, 2015)

Document image OCR accuracy prediction via latent Dirichlet allocation. - Xujun Peng; Huaigu Cao; Prem Natarajan (ICDAR, 2015)

Multiple parameter control for ant colony optimization applied to feature selection problem. - Gang Wang 013; HaiCheng Eric Chu; Yuxuan Zhang; Huiling Chen 001; Weitong Hu; Ying Li; Xujun Peng (Neural Comput. Appl., 2015)

Towards aesthetics of image: A Bayesian framework for color harmony modeling. - Peng Lu 007; Xujun Peng; Ruifan Li; Xiaojie Wang 006 (Signal Process. Image Commun., 2015)

Finding more relevance: Propagating similarity on Markov random field for object retrieval. - Peng Lu 007; Xujun Peng; Xinshan Zhu; Ruifan Li (Signal Process. Image Commun., 2015)

Document Image Quality Assessment Using Discriminative Sparse Representation. - Xujun Peng; Huaigu Cao; Prem Natarajan (DAS, 2016)

Image color harmony modeling through neighbored co-occurrence colors. - Peng Lu 007; Xujun Peng; Caixia Yuan; Ruifan Li; Xiaojie Wang 006 (Neurocomputing, 2016)

An EL-LDA based general color harmony model for photo aesthetics assessment. - Peng Lu 007; Xujun Peng; Xinshan Zhu; Ruifan Li (Signal Process., 2016)

Using Convolutional Encoder-Decoder for Document Image Binarization. - Xujun Peng; Huaigu Cao; Prem Natarajan (ICDAR, 2017)

Deep Conditional Color Harmony Model for Image Aesthetic Assessment. - Peng Lu 007; Jinbei Yu; Xujun Peng (ICPR, 2018)

GAIA - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System. - Tongtao Zhang; Ananya Subburathinam; Ge Shi 002; Lifu Huang; Di Lu 003; Xiaoman Pan; Manling Li; Boliang Zhang; Qingyun Wang 005; Spencer Whitehead; Heng Ji 001; Alireza Zareian; et al. (TAC, 2018)

Document Binarization via Multi-resolutional Attention Model with DRD Loss. - Xujun Peng; Chao Wang; Huaigu Cao (ICDAR, 2019)

GAIA at SM-KBP 2019 - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System. - Manling Li; Ying Lin; Ananya Subburathinam; Spencer Whitehead; Xiaoman Pan; Di Lu 003; Qingyun Wang 005; Tongtao Zhang; Lifu Huang; Heng Ji 001; Alireza Zareian; Hassan Akbari; et al. (TAC, 2019)

An End-to-End Neural Network for Image Cropping by Learning Composition from Aesthetic Photos. - Peng Lu 007; Hao Zhang; Xujun Peng; Xiaofu Jin (CoRR, 2019)

Gated CNN for visual quality assessment based on color perception. - Peng Lu 007; Xujun Peng; Jinbei Yu; Xiang Peng (Signal Process. Image Commun., 2019)

Aesthetic guided deep regression network for image cropping. - Peng Lu 007; Hao Zhang; Xujun Peng; Xiang Peng (Signal Process. Image Commun., 2019)

Building Super-Resolution Image Generator for OCR Accuracy Improvement. - Xujun Peng; Chao Wang (DAS, 2020)

Camera Captured DIQA with Linearity and Monotonicity Constraints. - Xujun Peng; Chao Wang (DAS, 2020)

Weakly Supervised Real-time Image Cropping based on Aesthetic Distributions. - Peng Lu 007; Jiahui Liu; Xujun Peng; Xiaojie Wang 006 (ACM Multimedia, 2020)

Gray2ColorNet: Transfer More Colors from Reference Image. - Peng Lu 007; Jinbei Yu; Xujun Peng; Zhaoran Zhao; Xiaojie Wang 006 (ACM Multimedia, 2020)

Yes, "Attention Is All You Need", for Exemplar based Colorization. - Wang Yin; Peng Lu 007; Zhaoran Zhao; Xujun Peng (ACM Multimedia, 2021)

Learning the Relation Between Interested Objects and Aesthetic Region for Image Cropping. - Peng Lu 007; Hao Zhang; Xujun Peng; Xiaofu Jin (IEEE Trans. Multim., 2021)

Learning to Draw Through A Multi-Stage Environment Model Based Reinforcement Learning. - Ji Qiu; Peng Lu 007; Xujun Peng (ICIP, 2023)

RLSCNet: A Residual Line-Shaped Convolutional Network for Vanishing Point Detection. - Wei Wang; Peng Lu 007; Xujun Peng; Wang Yin; Zhaoran Zhao (MMM (2), 2023)

COLORFLOW: A Conditional Normalizing Flow for Image Colorization. - Wang Yin; Peng Lu 007; Xujun Peng (ICASSP, 2024)

BCSCN: Reducing Domain Gap through Bézier Curve basis-based Sparse Coding Network for Single-Image Super-Resolution. - Wenhao Guo; Peng Lu 007; Xujun Peng; Zhaoran Zhao; Ji Qiu; Xiangtao Dong (ACM Multimedia, 2024)

Learning Realistic Sketching: A Dual-agent Reinforcement Learning Approach. - Ji Qiu; Peng Lu 007; Xujun Peng; Wenhao Guo; Zhaoran Zhao; Xiangtao Dong (ACM Multimedia, 2024)

Leveraging LLMs for Dialogue Quality Measurement. - Jinghan Jia; Abi Komma; Timothy Leffel; Xujun Peng; Ajay Nagesh; Tamer Soliman; Aram Galstyan; Anoop Kumar (NAACL (Industry Track), 2024)

Learnable adaptive bilateral filter for improved generalization in Single Image Super-Resolution. - Wenhao Guo; Peng Lu 007; Xujun Peng; Zhaoran Zhao (Pattern Recognit., 2025)

Stroke-based Cyclic Amplifier: Image Super-Resolution at Arbitrary Ultra-Large Scales. - Wenhao Guo; Peng Lu 007; Xujun Peng; Zhaoran Zhao; Sheng Li (CoRR, 2025)

Multidimensional generalized normal cloud model for uncertainty propagation. - Yang Zheng; Zhiyu Shi; Xujun Peng; Jinyan Li; Xuelei Feng (Comput. Appl. Math., 2025)