Pattern vectors from the Ihara zeta function. - Peng Ren 001; Richard C. Wilson 001; Edwin R. Hancock (ICPR, 2008)

Ranking the local invariant features for the robust visual saliencies. - Shengping Xia; Peng Ren 001; Edwin R. Hancock (ICPR, 2008)

Graph Characteristics from the Ihara Zeta Function. - Peng Ren 001; Richard C. Wilson 001; Edwin R. Hancock (SSPR/SPR, 2008)

Spectral Embedding of Feature Hypergraphs. - Peng Ren 001; Richard C. Wilson 001; Edwin R. Hancock (SSPR/SPR, 2008)

Hypergraphs, Characteristic Polynomials and the Ihara Zeta Function. - Peng Ren 001; Tatjana M. Aleksic; Richard C. Wilson 001; Edwin R. Hancock (CAIP, 2009)

Characteristic Polynomial Analysis on Matrix Representations of Graphs. - Peng Ren 001; Richard C. Wilson 001; Edwin R. Hancock (GbRPR, 2009)

Weighted graph characteristics from oriented line graph polynomials. - Peng Ren 001; Richard C. Wilson 001; Edwin R. Hancock (ICCV, 2009)

Associating Minutiae between Distorted Fingerprints Using Minimal Spanning Tree. - En Zhu; Edwin R. Hancock; Peng Ren 001; Jianping Yin; Jianming Zhang 003 (ICIAR (2), 2010)

Ihara Coefficients: A Flexible Tool for Higher Order Learning. - Peng Ren 001; Tatjana M. Aleksic; Richard C. Wilson 001; Edwin R. Hancock (SSPR/SPR, 2010)

Developments in structural learning using Ihara coefficients and hypergraph representations. - Peng Ren 001 (2010)

High Order Structural Matching Using Dominant Cluster Analysis. - Peng Ren 001; Richard C. Wilson 001; Edwin R. Hancock (ICIAP (1), 2011)

A polynomial characterization of hypergraphs using the Ihara zeta function. - Peng Ren 001; Tatjana M. Aleksic; Richard C. Wilson 001; Edwin R. Hancock (Pattern Recognit., 2011)

Quantum walks, Ihara zeta functions and cospectrality in regular graphs. - Peng Ren 001; Tatjana M. Aleksic; David Emms; Richard C. Wilson 001; Edwin R. Hancock (Quantum Inf. Process., 2011)

Graph Characterization via Ihara Coefficients. - Peng Ren 001; Richard C. Wilson 001; Edwin R. Hancock (IEEE Trans. Neural Networks, 2011)

Unsupervised Feature Selection Via Hypergraph Embedding. - Zhihong Zhang 001; Peng Ren 001; Edwin R. Hancock (BMVC, 2012)

Graph clustering using graph entropy complexity traces. - Lu Bai 001; Edwin R. Hancock; Lin Han; Peng Ren 001 (ICPR, 2012)

Jensen-Shannon graph kernel using information functionals. - Lu Bai 001; Edwin R. Hancock; Peng Ren 001 (ICPR, 2012)

Sampling graphs from a probabilistic generative model. - Lin Han; Richard C. Wilson 001; Edwin R. Hancock; Lu Bai 001; Peng Ren 001 (ICPR, 2012)

Hypergraph matching based on Marginalized Constrained Compatibility. - Jiang Su; Le Dong; Peng Ren 001; Edwin R. Hancock (ICPR, 2012)

Hypergraph based semi-supervised learning for gender classification. - Zhihong Zhang 001; Edwin R. Hancock; Peng Ren 001 (ICPR, 2012)

A Jensen-Shannon Kernel for Hypergraphs. - Lu Bai 001; Edwin R. Hancock; Peng Ren 001 (SSPR/SPR, 2012)

Exploiting selection diversity and recovering spectrum loss in Wireless Sensor Networks with directional antennas. - Chunbo Luo; Qi Wang 001; Xinheng Wang 001; Christos Grecos; Runfeng Yang; Peng Ren 001 (GLOBECOM Workshops, 2013)

Corner Detection in Spherical Images via the Accelerated Segment Test on a Geodesic Grid. - Hao Guan; William A. P. Smith; Peng Ren 001 (ISVC (1), 2013)

Multiple-source multiple-destinations relay channels with network coding. - Chunbo Luo; Sally I. McClean; Gerard Parr; Peng Ren 001; Yu Gong (IET Commun., 2013)

Geometricity and Embedding. - Peng Ren 001; Furqan Aziz; Lin Han; Eliza Xu; Richard C. Wilson 001; Edwin R. Hancock (Similarity-Based Pattern Analysis and Recognition, 2013)

Adaptive Object Retrieval with Kernel Reconstructive Hashing. - Haichuan Yang; Xiao Bai 001; Jun Zhou 001; Peng Ren 001; Zhihong Zhang 001; Jian Cheng 001 (CVPR, 2014)

Semi-randomized hashing for large scale data retrieval. - Haichuan Yang; Xiao Bai 001; Jun Zhou 001; Peng Ren 001; Jian Cheng 001; Lu Bai 001 (DSAA, 2014)

Directed Depth-Based Complexity Traces of Hypergraphs from Directed Line Graphs. - Lu Bai 001; Edwin R. Hancock; Peng Ren 001; Francisco Escolano (ICPR, 2014)

A Hypergraph Kernel from Isomorphism Tests. - Lu Bai 001; Peng Ren 001; Edwin R. Hancock (ICPR, 2014)

Elongated strip oil spill segmentation based on a cooperative model. - Mengmeng Di; Huajun Song; Peng Ren 001; Chunbo Luo (MFI, 2014)

Structurally refined feature matching for multi-source images. - Bin Du; Yanjiang Wang 001; Peng Ren 001 (MFI, 2014)

A Graph Kernel from the Depth-Based Representation. - Lu Bai 001; Peng Ren 001; Xiao Bai 001; Edwin R. Hancock (S+SSPR, 2014)

An adaptive bilateral filter based framework for image denoising. - Yinxue Zhang; Xuemin Tian; Peng Ren 001 (Neurocomputing, 2014)

Data-Dependent Hashing Based on p-Stable Distribution. - Xiao Bai 001; Haichuan Yang; Jun Zhou 001; Peng Ren 001; Jian Cheng 001 (IEEE Trans. Image Process., 2014)

A High-Order Depth-Based Graph Matching Method. - Lu Bai 001; Zhihong Zhang 001; Peng Ren 001; Edwin R. Hancock (CAIP (1), 2015)

A fast handwritten numeral recognition framework based on peak densities. - He Zhang; Jia Liu; Zhengyan Liu; Nan Zhang; Li Wang; Xinrong Lv; Peng Ren 001 (ChinaSIP, 2015)

A Quantum Jensen-Shannon Graph Kernel Using Discrete-Time Quantum Walks. - Lu Bai 001; Luca Rossi 004; Peng Ren 001; Zhihong Zhang 001; Edwin R. Hancock (GbRPR, 2015)

A Hypergraph Matching Framework for Refining Multi-source Feature Correspondences. - He Zhang; Bin Du; Yanjiang Wang 001; Peng Ren 001 (GbRPR, 2015)

An Edge-Based Matching Kernel Through Discrete-Time Quantum Walks. - Lu Bai 001; Zhihong Zhang 001; Peng Ren 001; Luca Rossi 004; Edwin R. Hancock (ICIAP (1), 2015)

On the study of wireless signal noise for designing network infrastructure of knowledge management systems. - Chunbo Luo; Pablo Casaseca-de-la-Higuera; Xinheng Wang 001; Keshav P. Dahal; Cheng Jin; Peng Ren 001 (SKIMA, 2015)

Augmented Filtering Based on Information Weighted Consensus Fusion for Simultaneous Localization and Tracking via Wireless Sensor Networks. - Xiangyuan Jiang; Baozhou Lu; Peng Ren 001; Chunbo Luo; Xinheng Wang 001 (Int. J. Distributed Sens. Networks, 2015)

An incremental structured part model for object recognition. - Xiao Bai 001; Peng Ren 001; Huigang Zhang; Jun Zhou 001 (Neurocomputing, 2015)

Object Classification via Feature Fusion Based Marginalized Kernels. - Xiao Bai 001; Chuntian Liu; Peng Ren 001; Jun Zhou 001; Huijie Zhao; Yun Su (IEEE Geosci. Remote. Sens. Lett., 2015)

Real-Time Top-View People Counting Based on a Kinect and NVIDIA Jetson TK1 Integrated Platform. - Guangqin Li; Peng Ren 001; Xinrong Lyu; He Zhang (ICDM Workshops, 2016)

Augmented consensus filter for simultaneous localization and tracking with limited sense range. - Xiangyuan Jiang; Peng Ren 001 (Ann. des Télécommunications, 2016)

A Sensor Self-aware Distributed Consensus Filter for Simultaneous Localization and Tracking. - Xiangyuan Jiang; Peng Ren 001; Chunbo Luo (Cogn. Comput., 2016)

Target Tracking Based on Biological-Like Vision Identity via Improved Sparse Representation and Particle Filtering. - Gun Li; Zhongyuan Liu; Hou-Biao Li; Peng Ren 001 (Cogn. Comput., 2016)

Dual Smoothing for Marine Oil Spill Segmentation. - Peng Ren 001; Mengmeng Di; Huajun Song; Chunbo Luo; Christos Grecos (IEEE Geosci. Remote. Sens. Lett., 2016)

Band Weighting via Maximizing Interclass Distance for Hyperspectral Image Classification. - Cheng Yan; Xiao Bai 001; Peng Ren 001; Lu Bai 001; Wenzhong Tang; Jun Zhou 001 (IEEE Geosci. Remote. Sens. Lett., 2016)

Discriminative sparse neighbor coding. - Xiao Bai 001; Cheng Yan; Peng Ren 001; Lu Bai 001; Jun Zhou 001 (Multim. Tools Appl., 2016)

High-order graph matching kernel for early carcinoma EUS image classification. - Zhihong Zhang 001; Lu Bai 001; Peng Ren 001; Edwin R. Hancock (Multim. Tools Appl., 2016)

Partial Random Spherical Hashing for Large-Scale Image Retrieval. - Peng Li 035; Peng Ren 001 (BigMM, 2017)

MCMC Based Generative Adversarial Networks for Handwritten Numeral Augmentation. - He Zhang; Chunbo Luo; Xingrui Yu; Peng Ren 001 (CSPS, 2017)

Level sets with self-guided filtering for marine oil spill segmentation. - Fang Chen; Xingrui Yu; Xiangyuan Jiang; Peng Ren 001 (IGARSS, 2017)

R2PCAH: Hashing with two-fold randomness on principal projections. - Peng Li 035; Peng Ren 001 (Neurocomputing, 2017)

Partial Randomness Hashing for Large-Scale Remote Sensing Image Retrieval. - Peng Li 035; Peng Ren 001 (IEEE Geosci. Remote. Sens. Lett., 2017)

Quantum kernels for unattributed graphs using discrete-time quantum walks. - Lu Bai 001; Luca Rossi 004; Lixin Cui; Zhihong Zhang 001; Peng Ren 001; Xiao Bai 001; Edwin R. Hancock (Pattern Recognit. Lett., 2017)

Game theoretic hypergraph matching for multi-source image correspondences. - He Zhang; Peng Ren 001 (Pattern Recognit. Lett., 2017)

Filling SRTM Void Data Via Conditional Adversarial Networks. - Guoshuai Dong; Fang Chen; Peng Ren 001 (IGARSS, 2018)

Typhoon Cloud Prediction Via Generative Adversarial Networks. - Hui Li 054; Xingrui Yu; Peng Ren 001 (IGARSS, 2018)

UAV First View Landmark Localization via Deep Reinforcement Learning. - Xinran Wang; Peng Ren 001; Leijian Yu; Lirong Han; Xiaogang Deng (S+SSPR, 2018)

A Polak-Ribière-Polyak Conjugate Gradient-Based Neuro-Fuzzy Network and its Convergence. - Tao Gao 003; Jian Wang 010; Bingjie Zhang 001; Huaqing Zhang 002; Peng Ren 001; Nikhil R. Pal (IEEE Access, 2018)

Clustering-Oriented Multiple Convolutional Neural Networks for Single Image Super-Resolution. - Peng Ren 001; Wenjian Sun; Chunbo Luo; Amir Hussain 001 (Cogn. Comput., 2018)

Aerial Image Super Resolution via Wavelet Multiscale Convolutional Neural Networks. - Tingwei Wang; Wenjian Sun; Hairong Qi 001; Peng Ren 001 (IEEE Geosci. Remote. Sens. Lett., 2018)

A Noise-Resilient Online Learning Algorithm for Scene Classification. - Ling Jian; Fuhao Gao; Peng Ren 001; Yunquan Song; Shihua Luo (Remote. Sens., 2018)

Region-Wise Deep Feature Representation for Remote Sensing Images. - Peng Li 035; Peng Ren 001; Xiaoyu Zhang 002; Qian Wang; Xiaobin Zhu 001; Lei Wang 101 (Remote. Sens., 2018)

Online Hashing for Scalable Remote Sensing Image Retrieval. - Peng Li 035; Xiaoyu Zhang 002; Xiaobin Zhu 001; Peng Ren 001 (Remote. Sens., 2018)

Stereo Matching via Dual Fusion. - Huixin Dong; Tingwei Wang; Xingrui Yu; Peng Ren 001 (IEEE Signal Process. Lett., 2018)

Segmenting Oil Spills from Blurry Images Based on Alternating Direction Method of Multipliers. - Fang Chen; Huiyu Zhou 001; Christos Grecos; Peng Ren 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Characterization of Received Signal Strength Perturbations Using Allan Variance. - Chunbo Luo; Pablo Casaseca-de-la-Higuera; Sally I. McClean; Gerard Parr; Peng Ren 001 (IEEE Trans. Aerosp. Electron. Syst., 2018)

Oil Spill Segmentation via Adversarial f-Divergence Learning. - Xingrui Yu; He Zhang; Chunbo Luo; Hairong Qi 001; Peng Ren 001 (IEEE Trans. Geosci. Remote. Sens., 2018)

A Vision-Aided Approach to Perching a Bioinspired Unmanned Aerial Vehicle. - Cai Luo; Leijian Yu; Peng Ren 001 (IEEE Trans. Ind. Electron., 2018)

Inspection Robots in Oil and Gas Industry: a Review of Current Solutions and Future Trends. - Leijian Yu; Erfu Yang; Peng Ren 001; Cai Luo; Gordon Dobie; Dongbing Gu; Xiutian Yan (ICAC, 2019)

Remote Sensing Image Synthesis via Graphical Generative Adversarial Networks. - Guangxing Wang; Guoshuai Dong; Hui Li 004; Lirong Han; Xuanwen Tao; Peng Ren 001 (IGARSS, 2019)

Recognition of the Remote Sensing Scenes From Unseen Classes. - Yaxuan Zhao; Tingwei Wang; Hui Li 054; Peng Ren 001 (IGARSS, 2019)

Two Objective Matching Pursuit for Seismic Data Decomposition. - Yongqing Li; Jun Wang 085; Hui Li 054; Peng Ren 001 (SSCI, 2019)

An Image Processing Approach to Measuring the Sphericity and Roundness of Fracturing Proppants. - Xinrong Lyu; Fuyu Liu; Peng Ren 001; Christos Grecos (IEEE Access, 2019)

Deep Adversarial Learning in Intrusion Detection: A Data Augmentation Enhanced Framework. - He Zhang; Xingrui Yu; Peng Ren 001; Chunbo Luo; Geyong Min (CoRR, 2019)

Conjugate gradient-based Takagi-Sugeno fuzzy neural network parameter identification and its convergence analysis. - Tao Gao 003; Zhen Zhang 002; Qin Chang; Xuetao Xie; Peng Ren 001; Jian Wang 010 (Neurocomputing, 2019)

Cofactor-Based Efficient Endmember Extraction for Green Algae Area Estimation. - Xuanwen Tao; Tingwei Cui; Peng Ren 001 (IEEE Geosci. Remote. Sens. Lett., 2019)

Multiscale Visual Attention Networks for Object Detection in VHR Remote Sensing Images. - Chen Wang 026; Xiao Bai 001; Shuai Wang 049; Jun Zhou 001; Peng Ren 001 (IEEE Geosci. Remote. Sens. Lett., 2019)

A benchmark image dataset for industrial tools. - Cai Luo; Leijian Yu; Erfu Yang; Huiyu Zhou 001; Peng Ren 001 (Pattern Recognit. Lett., 2019)

UAV first view landmark localization with active reinforcement learning. - Xinran Wang; Chao Li; Leijian Yu; Lirong Han; Xiaogang Deng; Erfu Yang; Peng Ren 001 (Pattern Recognit. Lett., 2019)

Hash Code Reconstruction for Fast Similarity Search. - Peng Li 035; Xiaobin Zhu 001; Xiaoyu Zhang 002; Peng Ren 001; Lei Wang 101 (IEEE Signal Process. Lett., 2019)

Self-Paced Learning with Superpixelwise Features for Hyperspectral Image Classification. - Xiaoxiao Tai; Guangxing Wang; Lirong Han; Xiaoyu Zhang 002; Peng Ren 001 (IGARSS, 2020)

Multi-Scale Deep Residual Learning for Cloud Removal. - Qiaoqiao Yang; Guangxing Wang; Yaxuan Zhao; Xiaoyu Zhang 002; Guoshuai Dong; Peng Ren 001 (IGARSS, 2020)

Sea-Ice Classification Based on Optical Image Using Morphological Profile Features. - Yuchan Zhou; Wei Li 032; Peng Ren 001; Zhongwei Li; Ran Tao 003 (IGARSS, 2020)

Peak Colocalized Orthogonal Matching Pursuit for Seismic Trace Decomposition. - Yongqing Li; Jun Wang 085; Hui Li 054; Peng Ren 001 (IEEE Access, 2020)

Fracturing Proppant Quality Estimation Based on Fuzzy Connectedness and Shape Similarity. - Xinrong Lyu; Yongqing Li; Fuyu Liu; Peng Ren 001 (IEEE Access, 2020)

A Hardware Descriptive Approach to Beetle Antennae Search. - Zongcheng Yue; Gang Li 001; Xiangyuan Jiang; Shuai Li 002; Jian Cheng 001; Peng Ren 001 (IEEE Access, 2020)

Filling Voids in Elevation Models Using a Shadow-Constrained Convolutional Neural Network. - Guoshuai Dong; Weimin Huang 001; William A. P. Smith; Peng Ren 001 (IEEE Geosci. Remote. Sens. Lett., 2020)

Visual Prediction of Typhoon Clouds With Hierarchical Generative Adversarial Networks. - Hui Li 054; Song Gao; Guiyan Liu; Donglin Guo; Christos Grecos; Peng Ren 001 (IEEE Geosci. Remote. Sens. Lett., 2020)

Cohesion Intensive Deep Hashing for Remote Sensing Image Retrieval. - Lirong Han; Peng Li 035; Xiao Bai 001; Christos Grecos; Xiaoyu Zhang 002; Peng Ren 001 (Remote. Sens., 2020)

Hyperspectral Image Classification with Feature-Oriented Adversarial Active Learning. - Guangxing Wang; Peng Ren 001 (Remote. Sens., 2020)

Delving Into Classifying Hyperspectral Images via Graphical Adversarial Learning. - Guangxing Wang; Peng Ren 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Hashing Nets for Hashing: A Quantized Deep Learning to Hash Framework for Remote Sensing Image Retrieval. - Peng Li 035; Lirong Han; Xuanwen Tao; Xiaoyu Zhang 002; Christos Grecos; Antonio Plaza; Peng Ren 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

A Vessel Azimuth and Course Joint Re-Estimation Method for Compact HFSWR. - Weifeng Sun; Weimin Huang 001; Yonggang Ji; Yongshou Dai; Peng Ren 001; Peng Zhou 023; Xianfeng Hao (IEEE Trans. Geosci. Remote. Sens., 2020)

Simultaneously Counting and Extracting Endmembers in a Hyperspectral Image Based on Divergent Subsets. - Xuanwen Tao; Tingwei Cui; Antonio Plaza; Peng Ren 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

Autonomous detection of damage to multiple steel surfaces from 360° panoramas using deep neural networks. - Cai Luo; Leijian Yu; Jiaxing Yan; Zhongwei Li; Peng Ren 001; Xiao Bai 001; Erfu Yang; Yonghong Liu (Comput. Aided Civ. Infrastructure Eng., 2021)

Oil Spill SAR Image Segmentation via Probability Distribution Modelling. - Fang Chen; Aihua Zhang; Heiko Balzter; Peng Ren 001; Huiyu Zhou 001 (CoRR, 2021)

Weakly-supervised action localization via embedding-modeling iterative optimization. - Xiaoyu Zhang 002; Haichao Shi; Changsheng Li; Peng Li 035; Zekun Li 001; Peng Ren 001 (Pattern Recognit., 2021)

Oil Spill Detection with Multiscale Conditional Adversarial Networks with Small-Data Training. - Yongqing Li; Xinrong Lyu; Alejandro C. Frery; Peng Ren 001 (Remote. Sens., 2021)

Endmember Estimation with Maximum Distance Analysis. - Xuanwen Tao; Mercedes Eugenia Paoletti; Juan Mario Haut; Peng Ren 001; Javier Plaza; Antonio Plaza (Remote. Sens., 2021)

Discriminative Hash Code Book Co-Construction for Efficiently Mutually Localizing Panchromatic and Multispectral Images. - Yuxin Fang; Peng Ren 001; Jie Zhang 019 (IGARSS, 2022)

A New 3D Convolution Network for Hyperspectral Unmixing. - Xuanwen Tao; Mercedes Eugenia Paoletti; Lirong Han; Zhaoyue Wu; Luis Ignacio Jiménez Gil; Juan Mario Haut; Peng Ren 001; Javier Plaza; Antonio J. Plaza (IGARSS, 2022)

Gradual Boundary Net: A Gradual Boundary Attention Based Deep Learning Framework for Cloud Detection. - Kang Wu; Zunxiao Xu; Peng Ren 001; Xinrong Lyu (IGARSS, 2022)

Recovering Thin Cloud Covered Regions in Gf Satellite Images Based on Cloudy Image Arithmetic +. - Zunxiao Xu; Kang Wu; Peng Ren 001 (IGARSS, 2022)

A Coastline Spatial Data Management Method for Geo-Fencing of Trajectory Models. - Zhe Zhao; Peng Ren 001; Qimao Wang (IGARSS, 2022)

MODIS Green-Tide Detection With a Squeeze and Excitation Oriented Generative Adversarial Network. - Xifang Jin; Yun Li; Jianhua Wan; Xinrong Lyu; Peng Ren 001; Jie Shang (IEEE Access, 2022)

An adversarial learning approach to forecasted wind field correction with an application to oil spill drift prediction. - Yongqing Li; Weimin Huang 001; Xinrong Lyu; Shanwei Liu; Zhe Zhao; Peng Ren 001 (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Endmember Estimation From Hyperspectral Images Using Geometric Distances. - Xuanwen Tao; Mercedes Eugenia Paoletti; Juan Mario Haut; Lirong Han; Peng Ren 001; Javier Plaza; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2022)

MesoGRU: Deep Learning Framework for Mesoscale Eddy Trajectory Prediction. - Xinning Wang; Xuegong Wang; Miao Yu; Chong Li 006; Dalei Song; Peng Ren 001; Jin Wu 002 (IEEE Geosci. Remote. Sens. Lett., 2022)

Sea Surface Temperature Prediction With Memory Graph Convolutional Networks. - Xiaoyu Zhang 002; Yongqing Li; Alejandro C. Frery; Peng Ren 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

Enhancement-Registration-Homogenization (ERH): A Comprehensive Underwater Visual Reconstruction Paradigm. - Huajun Song; Laibin Chang; Ziwei Chen; Peng Ren 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Data-attention-YOLO (DAY): A comprehensive framework for mesoscale eddy identification. - Xinning Wang; Xuegong Wang; Chong Li 006; Yuben Zhao; Peng Ren 001 (Pattern Recognit., 2022)

A Gamma-Log Net for Oil Spill Detection in Inhomogeneous SAR Images. - Jundong Liu; Peng Ren 001; Xinrong Lyu; Christos Grecos (Remote. Sens., 2022)

BO-DRNet: An Improved Deep Learning Model for Oil Spill Detection by Polarimetric Features from SAR Images. - Dawei Wang; Jianhua Wan; Shanwei Liu; Yanlong Chen; Muhammad Yasir; Mingming Xu; Peng Ren 001 (Remote. Sens., 2022)

Oil Spill SAR Image Segmentation via Probability Distribution Modeling. - Fang Chen; Aihua Zhang; Heiko Balzter; Peng Ren 001; Huiyu Zhou 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

A New Deep Convolutional Network for Effective Hyperspectral Unmixing. - Xuanwen Tao; Mercedes Eugenia Paoletti; Lirong Han; Zhaoyue Wu; Peng Ren 001; Javier Plaza; Antonio Plaza; Juan Mario Haut (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Cohesion Intensive Hash Code Book Coconstruction for Efficiently Localizing Sketch Depicted Scenes. - Yuxin Fang; Peng Li 035; Jie Zhang 019; Peng Ren 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Hashing for Localization (HfL): A Baseline for Fast Localizing Objects in a Large-Scale Scene. - Lirong Han; Peng Li 035; Antonio Plaza; Peng Ren 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

A Mutual Guide Framework for Training Hyperspectral Image Classifiers With Small Data. - Xiaoxiao Tai; Mingjie Li; Ming Xiang; Peng Ren 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Fast Orthogonal Projection for Hyperspectral Unmixing. - Xuanwen Tao; Mercedes Eugenia Paoletti; Lirong Han; Juan Mario Haut; Peng Ren 001; Javier Plaza; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

Cloudy Image Arithmetic: A Cloudy Scene Synthesis Paradigm With an Application to Deep-Learning-Based Thin Cloud Removal. - Zunxiao Xu; Kang Wu; Lei Huang; Qimao Wang; Peng Ren 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Mutually Guided Dendritic Neural Models. - Yanzi Feng; Jian Wang 010; Peng Ren 001; Sergey Ablameyko 001 (ICONIP (8), 2023)

SRCNet: Seminal Representation Collaborative Network for Marine Oil Spill Segmentation. - Fang Chen; Heiko Balzter; Peng Ren 001; Huiyu Zhou 001 (CoRR, 2023)

Dual-model: Revised imaging network and visual perception correction for underwater image enhancement. - Huajun Song; Laibin Chang; Hao Wang 192; Peng Ren 001 (Eng. Appl. Artif. Intell., 2023)

Oceanic Internal Wave Signature Extraction in the Sulu Sea by a Pixel Attention U-Net: PAU-Net. - Yuteng Ma; Junmin Meng; Lina Sun; Peng Ren 001 (IEEE Geosci. Remote. Sens. Lett., 2023)

A Novel Ranging and IMU-Based Method for Relative Positioning of Two-MAV Formation in GNSS-Denied Environments. - Jian Cheng 001; Peng Ren 001; Tingxiang Deng (Sensors, 2023)

DGNet: Distribution Guided Efficient Learning for Oil Spill Image Segmentation. - Fang Chen; Heiko Balzter; Feixiang Zhou; Peng Ren 001; Huiyu Zhou 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Encrypting Hashing Against Localization. - Jingpeng Han; Peng Li 035; Yimin Tao; Peng Ren 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Classification With Unbalanced Samples by Self-Sampling and Semicorrelated Co-Training - An Application to Algal Bloom Detection. - Xinrong Lyu; Jun Zhou 028; Peng Ren 001; Alejandro C. Frery (IEEE Trans. Geosci. Remote. Sens., 2023)

Hashing for Geo-Localization. - Peng Ren 001; Yimin Tao; Jingpeng Han; Peng Li 035 (IEEE Trans. Geosci. Remote. Sens., 2023)

Sea Ice Classification Using Mutually Guided Contexts. - Xiaoyu Sun 009; Xi Zhang; Weimin Huang 001; Zongjun Han; Xinrong Lyu; Peng Ren 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

MSH-Net: Modality-Shared Hallucination With Joint Adaptation Distillation for Remote Sensing Image Classification Using Missing Modalities. - Shicai Wei; Yang Luo; Xiaoguang Ma; Peng Ren 001; Chunbo Luo (IEEE Trans. Geosci. Remote. Sens., 2023)

Dictionary Learning for Few-Shot Remote Sensing Scene Classification. - Yuteng Ma; Junmin Meng; Baodi Liu; Lina Sun; Hao Zhang 100; Peng Ren 001 (Remote. Sens., 2023)

ProbSAP: A comprehensive and high-performance system for student academic performance prediction. - Xinning Wang; Yuben Zhao; Chong Li 006; Peng Ren 001 (Pattern Recognit., 2023)

AMCD: an accurate deep learning-based metallic corrosion detector for MAV-based real-time visual inspection. - Leijian Yu; Erfu Yang; Cai Luo; Peng Ren 001 (J. Ambient Intell. Humaniz. Comput., 2023)

Subspace prototype learning for few-Shot remote sensing scene classification. - Wuli Wang; Lei Xing 005; Peng Ren 001; Yumeng Jiang; Ge Wang; Baodi Liu (Signal Process., 2023)

GF-2 remote sensing image detection method for fouling in aquaculture wastewater from seawater ponds based on a multiscale feature extraction network - - Taking sandy beaches as an example. - Caihui Zhang; Jialan Chu; Can Zhang; Peng Ren 001; Yanlong Chen (CCEAI, 2024)

Underwater Image Captioning Based on Feature Fusion. - Li Li; Yanan Wei; Peng Ren 001 (ICIGP, 2024)

Maneuvering Targets Fusion Filtering for Multi-Source Heterogeneous Sensor Using GRU-Fusion Net. - Wenwen Zhang; Hao Huang; Shaopeng Wei; Song Wei; Peng Ren 001 (ICVISP, 2024)

Polarimetric Interferometric Phase Linking Method Considering Time-Series Scattering Consistency. - Guanya Wang; Zhiwei Li 001; Jun Hu 005; Haiqiang Fu; Jianjun Zhu 001; Peng Ren 001; Jie Zhang 019 (IGARSS, 2024)

PKE-UIC: A Prior Knowledge-Enhanced Underwater Image Captioning Model. - Huanyu Li 005; Weibo Zhang; Zhuo Li; Peng Ren 001 (SSIP, 2024)

Transformer Based Remote Sensing Image Captioning with Object Count Information. - Zihao Ni; Zhaoyun Zong; Yinghao Xu 003; Peng Ren 001 (SSIP, 2024)

CGSCNet: ConvGRU Based Skip-connection Framework for Hyperspectral Image Super-Resolution. - Yinghao Xu 003; Qianlong Xie; Zihao Ni; Peng Ren 001 (SSIP, 2024)

CST: Underwater Image Color Correction via Color Space Transformation. - Weibo Zhang; Huanyu Li 005; Peng Ren 001 (SSIP, 2024)

INSPIRATION: A reinforcement learning-based human visual perception-driven image enhancement paradigm for underwater scenes. - Hao Wang 192; Shixin Sun; Laibin Chang; Huanyu Li 005; Wenwen Zhang; Alejandro C. Frery; Peng Ren 001 (Eng. Appl. Artif. Intell., 2024)

Dual-Branch Feature Fusion Network Based Cross-Modal Enhanced CNN and Transformer for Hyperspectral and LiDAR Classification. - Wuli Wang; Chong Li 006; Peng Ren 001; Xinchao Lu; Jianbu Wang; Guangbo Ren; Baodi Liu (IEEE Geosci. Remote. Sens. Lett., 2024)

Underwater Image Color Correction via Color Channel Transfer. - Weibo Zhang; Hao Wang 192; Peng Ren 001; Weidong Zhang 007 (IEEE Geosci. Remote. Sens. Lett., 2024)

Storage Tank Target Detection for Large-Scale Remote Sensing Images Based on YOLOv7-OT. - Yong Wan; Zihao Zhan; Peng Ren 001; Lu Fan; Yu Liu; Ligang Li; Yongshou Dai (Remote. Sens., 2024)

Multiscale Complex-Valued Feature Attention Convolutional Neural Network for SAR Automatic Target Recognition. - Xiaoqian Zhou; Cai Luo; Peng Ren 001; Bin Zhang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

SRCNet: Seminal Image Representation Collaborative Network for Oil Spill Segmentation in SAR Imagery. - Fang Chen; Heiko Balzter; Peng Ren 001; Huiyu Zhou 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

TVPol-Edge: An Edge Detection Method With Time-Varying Polarimetric Characteristics for Crop Field Edge Delineation. - Han Gao 003; Changcheng Wang; Jianjun Zhu 001; Dongmei Song; Deliang Xiang; Haiqiang Fu; Jun Hu 005; Qinghua Xie; Bin Wang 010; Peng Ren 001; Jie Zhang 019 (IEEE Trans. Geosci. Remote. Sens., 2024)

HF-T2CR: High-Fidelity Thin and Thick Cloud Removal in Optical Satellite Images Through SAR Fusion. - Xin Li; Xiaofei Zhao; Fusheng Wang 012; Peng Ren 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

DiffusionLSTM: A Framework for Image Sequence Generation and Its Application to Oil Spill Monitoring and Prediction. - Xinrong Lyu; Hongbo Han; Peng Ren 001; Christos Grecos (IEEE Trans. Geosci. Remote. Sens., 2024)

An Ultralightweight Hybrid CNN Based on Redundancy Removal for Hyperspectral Image Classification. - Xiaohu Ma; Wuli Wang; Wei Li 032; Jianbu Wang; Guangbo Ren; Peng Ren 001; Baodi Liu (IEEE Trans. Geosci. Remote. Sens., 2024)

An Abundance-Guided Attention Network for Hyperspectral Unmixing. - Xuanwen Tao; Mercedes Eugenia Paoletti; Zhaoyue Wu; Juan Mario Haut; Peng Ren 001; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2024)

Metalantis: A Comprehensive Underwater Image Enhancement Framework. - Hao Wang 192; Weibo Zhang; Lu Bai 001; Peng Ren 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Gradient Guided Multiscale Feature Collaboration Networks for Few-Shot Class-Incremental Remote Sensing Scene Classification. - Wuli Wang; Li Zhang; Sichao Fu; Peng Ren 001; Guangbo Ren; Qinmu Peng; Baodi Liu (IEEE Trans. Geosci. Remote. Sens., 2024)

Hyperspectral Image Super-Resolution With ConvLSTM Skip-Connections. - Yinghao Xu 003; Junyi Hou; Xijun Zhu; Chao Wang; Haodong Shi; Jiayu Wang; Yingchao Li; Peng Ren 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Toward Cross-Domain Class-Incremental Remote Sensing Scene Classification. - Li Zhang; Sichao Fu; Wuli Wang; Peng Ren 001; Qinmu Peng; Guangbo Ren; Baodi Liu (IEEE Trans. Geosci. Remote. Sens., 2024)

TransCODNet: Underwater Transparently Camouflaged Object Detection via RGB and Event Frames Collaboration. - Cai Luo; Jihua Wu; Shixin Sun; Peng Ren 001 (IEEE Robotics Autom. Lett., 2024)

Underwater Color Disparities: Cues for Enhancing Underwater Images Toward Natural Color Consistencies. - Hao Wang 192; Shixin Sun; Peng Ren 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Ubiquitous and Robust UxV Networks: Overviews, Solutions, Challenges, and Opportunities. - Zhuhui Li; Geyong Min; Peng Ren 001; Cai Luo; Liang Zhao 004; Chunbo Luo (IEEE Netw., 2024)

Incorporating object counts into remote sensing image captioning. - Zihao Ni; Zhaoyun Zong; Peng Ren 001 (Int. J. Digit. Earth, 2024)

AEGK: Aligned Entropic Graph Kernels Through Continuous-Time Quantum Walks: (Extended Abstract). - Lu Bai 001; Lixin Cui; Ming Li 065; Peng Ren 001; Yue Wang 014; Lichi Zhang; Philip S. Yu; Edwin R. Hancock (ICDE, 2025)

Adaptive sequential estimator for InSAR time series phase estimation. - Guanya Wang; Zhiwei Li 001; Han Gao 003; Jun Hu 005; Mi Jiang; Peng Ren 001; Jie Zhang 019 (Int. J. Appl. Earth Obs. Geoinformation, 2025)

A real-time lightweight object detection algorithm based on improved you only look once version 8 for unmanned surface vehicle. - Yinfeng Gong; Jiucai Jin; Deqing Liu; Peng Ren 001 (Eng. Appl. Artif. Intell., 2025)

A self-attention convolutional long and short-term memory network for correcting sea surface wind field forecasts to facilitate sea ice drift prediction. - Qing Xu; Qilin Jia; Yongqing Li; Hao Zhang 100; Peng Ren 001 (Comput. Geosci., 2025)

Underwater image captioning via attention mechanism based fusion of visual and textual information. - Li Li; Huanyu Li 005; Peng Ren 001 (Inf. Fusion, 2025)

OSDMamba: Enhancing Oil Spill Detection From Remote Sensing Images Using Selective State-Space Model. - Shuaiyu Chen; Fu Wang; Peng Ren 001; Chunbo Luo; Zeyu Fu (IEEE Geosci. Remote. Sens. Lett., 2025)

A spatial-spectral fusion convolutional transformer network with contextual multi-head self-attention for hyperspectral image classification. - Wuli Wang; Qi Sun; Li Zhang; Peng Ren 001; Jianbu Wang; Guangbo Ren; Baodi Liu (Neural Networks, 2025)

Confucius tri-learning: A paradigm of learning from both good examples and bad examples. - Peng Ren 001; Zongjun Han; Zhiqiang Yu; Bin Zhang (Pattern Recognit., 2025)

MACT: Underwater image color correction via Minimally Attenuated Channel Transfer. - Weibo Zhang; Hao Wang 192; Peng Ren 001; Weidong Zhang 007 (Pattern Recognit. Lett., 2025)

A Modified EVD-Based Phase Linking Method in Decorrelated Scenario With Time Series Polarimetric Scattering Consistency. - Guanya Wang; Zhiwei Li 001; Jun Hu 005; Peng Ren 001; Yan Zhu 020 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Underwater Image Captioning With AquaSketch-Enhanced Cross-Scale Information Fusion. - Huanyu Li 005; Li Li; Hao Wang 192; Weibo Zhang; Peng Ren 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Unsupervised Domain Adaptation Semantic Segmentation of Remote Sensing Images With Mask Enhancement and Balanced Sampling. - Xin Li; Yuanbo Qiu; Jixiu Liao; Fan Meng; Peng Ren 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Oil Spill Drift Prediction Enhanced by Correcting Numerically Forecasted Sea Surface Dynamic Fields With Adversarial Temporal Convolutional Networks. - Peng Ren 001; Qilin Jia; Qing Xu; Yongqing Li; Fan Bi; Jiangling Xu; Song Gao (IEEE Trans. Geosci. Remote. Sens., 2025)

Large Foundation Model Empowered Discriminative Underwater Image Enhancement. - Hao Wang 192; Kevin Köser; Peng Ren 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Continually Evolved Feature and Classifiers Learning for Long-Tailed Class-Incremental Remote Sensing Scene Classification. - Wuli Wang; Yu Song; Jianbu Wang; Sichao Fu; Peng Ren 001; Huawei Qin; Wei Li 032; Weihua Ou (IEEE Trans. Geosci. Remote. Sens., 2025)

MambaHSISR: Mamba Hyperspectral Image Super-Resolution. - Yinghao Xu 003; Hao Wang 192; Fei Zhou; Chunbo Luo; Xin Sun; Susanto Rahardja; Peng Ren 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Mapping Marine Oil Spill Concentrations From SAR Images Using a Co-Polarization Difference-Based Method. - Honglei Zheng; Yunhua Wang; Peng Ren 001; Weimin Huang 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

AlignMixup-based ship classification in SAR imagery. - Yongjin Chen; Wentao An; Bin Zou; Peng Ren 001 (Signal Image Video Process., 2025)

AEGK: Aligned Entropic Graph Kernels Through Continuous-Time Quantum Walks. - Lu Bai 001; Lixin Cui; Ming Li 065; Peng Ren 001; Yue Wang 014; Lichi Zhang; Philip S. Yu; Edwin R. Hancock (IEEE Trans. Knowl. Data Eng., 2025)