2020年度中国机构学者在计算机软件工程期刊发表的高价值论文TOP100
为了向相关领域的学者推荐本领域的高价值论文，以帮助读者了解本领域的学科进展和研究前沿，寻找科研合作伙伴。我们整理了2020年全年计算机软件工程相关的105种期刊的全部论文（中国科学院文献情报中心学科分类体系），从中挑选中国机构学者为主要完成人的论文，按照北京同舟云网络信息技术有限公司创立的论文优选算法进行计分并排序。(说明：仅分析105种期刊，其他中外文论文即使与计算机软件工程高度相关，也不纳入榜单。）该算法综合考虑了Metrics 期刊评分、论文被引频次、文献类型以及论文发表时间等多种因素，对每篇论文进行深度解析与计算，并赋予分值，以量化每篇论文的学术价值和影响力。 本推荐表是在系统全面准确地统计2020年度中国机构学者在计算机软件工程期刊发表的高价值论文的基础上，对每篇论文依上述方法进行计算并赋分排名而得出的，供相关学者学习、评判、参考和借鉴。 序号 | 年份 | 标题 | 期刊 | 主要完成人 | 论文评分 | 1 | 2020 | Detecting Coherent Groups in Crowd Scenes by Multiview Clustering | IEEE T PATTERN ANAL | 王琦,西北工业大学,光学影像分析与学习中心,; | 11241.76 | 2 | 2020 | A Hybrid Prognostics Approach for Estimating Remaining Useful Life of Rolling Element Bearings | IEEE T RELIAB | 雷亚国,西安交通大学,机械工程学院,; | 9980.32 | 3 | 2020 | Generalized Latent Multi-View Subspace Clustering | IEEE T PATTERN ANAL | 胡清华,天津大学,计算机科学与技术,; | 9833.76 | 4 | 2020 | Tensor Robust Principal Component Analysis with a New Tensor Nuclear Norm | IEEE T PATTERN ANAL | 林宙辰,北京大学,信息科学技术研究所,; | 8681.76 | 5 | 2020 | Hierarchical LSTMs with Adaptive Attention for Visual Captioning | IEEE T PATTERN ANAL | 申恒涛,电子科技大学,,; | 8105.76 | 6 | 2020 | A QoS-aware virtual machine scheduling method for energy conservation in cloud-based cyber-physical systems | WORLD WIDE WEB | 徐小龙,南京邮电学院,计算机科学与技术系,; | 7758.72 | 7 | 2020 | ADMM-CSNet: A Deep Learning Approach for Image Compressive Sensing | IEEE T PATTERN ANAL | 孙健,西安交通大学,电子与信息工程学院,; | 7721.76 | 8 | 2020 | Blockchain-based cloudlet management for multimedia workflow in mobile cloud computing | MULTIMED TOOLS APPL | 齐连永,曲阜师范大学,计算机科学与技术,; | 7154.08 | 9 | 2020 | Synthesizing Supervision for Learning Deep Saliency Network without Human Annotation | IEEE T PATTERN ANAL | 韩军伟,西北工业大学,自动化学院,; | 7081.76 | 10 | 2020 | PCL: Proposal Cluster Learning for Weakly Supervised Object Detection | IEEE T PATTERN ANAL | 王兴刚,华中科技大学,电子信息与通信学院,; | 7017.76 | 11 | 2020 | A Hybrid BlockChain-Based Identity Authentication Scheme for Multi-WSN | IEEE T SERV COMPUT | 蔡星娟,太原科技大学,计算机科学与技术学院,; | 7011.68 | 12 | 2020 | A Gaussian error correction multi-objective positioning model with NSGA-II | CONCURR COMP-PRACT E | 谢丽萍,太原科技大学,计算机科学与技术学院 | 6750.56 | 13 | 2020 | An under-sampled software defect prediction method based on hybrid multi-objective cuckoo search | CONCURR COMP-PRACT E | 牛云,太原科技大学,计算机科学与技术学院,; | 6686.56 | 14 | 2020 | Feature Boosting Network For 3D Pose Estimation | IEEE T PATTERN ANAL | 段凌宇,北京大学,信息科学技术研究所,; | 6569.76 | 15 | 2020 | NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding | IEEE T PATTERN ANAL | 段凌宇,北京大学,信息科学技术研究所,; | 6377.76 | 16 | 2020 | Minimizing Redundancy to Satisfy Reliability Requirement for a Parallel Application on Heterogeneous Service-Oriented Systems | IEEE T SERV COMPUT | 谢国琪,湖南大学,信息科学与工程学院,; | 6371.68 | 17 | 2020 | STAT: Spatial-Temporal Attention Mechanism for Video Captioning | IEEE T MULTIMEDIA | 王兴政,深圳大学,机电与控制工程学院,; | 6344.16 | 18 | 2020 | SPFTN: A Joint Learning Framework for Localizing and Segmenting Objects in Weakly Labeled Videos | IEEE T PATTERN ANAL | 韩军伟,西北工业大学,自动化学院,; | 6249.76 | 19 | 2020 | Personalized Recommendation System Based on Collaborative Filtering for IoT Scenarios | IEEE T SERV COMPUT | 蔡星娟,太原科技大学,计算机科学与技术学院,; | 6115.68 | 20 | 2020 | Joint Rain Detection and Removal from a Single Image with Contextualized Deep Networks | IEEE T PATTERN ANAL | 刘家瑛,北京大学,王选计算机研究所,; | 5673.76 | 21 | 2020 | 3D Room Layout Estimation From a Single RGB Image | IEEE T MULTIMEDIA | 徐枫,清华大学,软件学院,; | 5384.16 | 22 | 2020 | Blockchain Empowered Arbitrable Data Auditing Scheme for Network Storage as a Service | IEEE T SERV COMPUT | 任炬,中南大学,计算机学院,; | 5155.68 | 23 | 2020 | Multiple Kernel k-Means with Incomplete Kernels | IEEE T PATTERN ANAL | 朱信忠,浙江师范大学,数理与信息工程学院,; | 4969.76 | 24 | 2020 | Security-Critical Energy-Aware Task Scheduling for Heterogeneous Real-Time MPSoCs in IoT | IEEE T SERV COMPUT | 刘哲,南京航空航天大学,计算机科学与技术学院,; | 4835.68 | 25 | 2020 | Unsupervised Person Re-Identification by Deep Asymmetric Metric Embedding | IEEE T PATTERN ANAL | 郑伟诗,中山大学,信息科学与技术学院,; | 4777.76 | 26 | 2020 | Enabling Efficient User Revocation in Identity-Based Cloud Storage Auditing for Shared Big Data | IEEE T DEPEND SECURE | 于佳,青岛大学,信息工程学院,; | 4490.24 | 27 | 2020 | Moments in Time Dataset: One Million Videos for Event Understanding | IEEE T PATTERN ANAL | 周博磊,香港中文大学 | 4329.76 | 28 | 2020 | Multi-View Multi-Label Learning With Sparse Feature Selection for Image Annotation | IEEE T MULTIMEDIA | 蔡之华,中国地质大学,计算机学院,; | 4296.16 | 29 | 2020 | Inferring Salient Objects from Human Fixations | IEEE T PATTERN ANAL | 沈建冰,北京理工大学,计算机学院,; | 4265.76 | 30 | 2020 | Flexible Wildcard Searchable Encryption System | IEEE T SERV COMPUT | 刘西蒙,福州大学,数学与计算机科学学院,; | 4259.68 | 31 | 2020 | Automated Colorization of a Grayscale Image With Seed Points Propagation | IEEE T MULTIMEDIA | 万少华,中南财经政法大学,信息与安全工程学院,; | 4232.16 | 32 | 2020 | DigiSim-An Open Source Software Package for Heterogeneous Material Modeling Based on Digital Image Processing | ADV ENG SOFTW | 徐卫亚,河海大学,岩土工程研究所,; | 4127.04 | 33 | 2020 | The ApolloScape Open Dataset for Autonomous Driving and Its Application | IEEE T PATTERN ANAL | Wang, Peng,百度公司; | 4073.76 | 34 | 2020 | Skeleton-Based Online Action Prediction Using Scale Selection Network | IEEE T PATTERN ANAL | 段凌宇,北京大学,信息科学技术研究所,; | 4009.76 | 35 | 2020 | Multi-Source Causal Feature Selection | IEEE T PATTERN ANAL | 俞奎,合肥工业大学,计算机与信息学院,; | 3945.76 | 36 | 2020 | DRCDN: learning deep residual convolutional dehazing networks | VISUAL COMPUT | 何发智,武汉大学,计算机学院,; | 3882.88 | 37 | 2020 | Adversarial Cross-Spectral Face Completion for NIR-VIS Face Recognition | IEEE T PATTERN ANAL | 赫然,中国科学院,自动化研究所,; | 3881.76 | 38 | 2020 | Neural Style Transfer: A Review | IEEE T VIS COMPUT GR | 宋明黎,浙江大学,计算机科学与技术学院计算机科学与技术,; | 3801.28 | 39 | 2020 | Mutually Guided Image Filtering | IEEE T PATTERN ANAL | 郭晓杰,天津大学,计算机科学与技术学院,; | 3753.76 | 40 | 2020 | Joint Face Alignment and 3D Face Reconstruction with Application to Face Recognition | IEEE T PATTERN ANAL | 赵启军,四川大学,计算机学院,; | 3753.76 | 41 | 2020 | Markov Regenerative Models of WebServers for Their User-Perceived Availability and Bottlenecks | IEEE T DEPEND SECURE | 王聪,香港城市大学,计算机科学系,; | 3722.24 | 42 | 2020 | Full Verifiability for Outsourced Decryption in Attribute Based Encryption | IEEE T SERV COMPUT | 李继国,河海大学,计算机科学与技术,; | 3683.68 | 43 | 2020 | A scalable region-based level set method using adaptive bilateral filter for noisy image segmentation | MULTIMED TOOLS APPL | 何发智,武汉大学,计算机学院,; | 3634.08 | 44 | 2020 | Joint learning of image detail and transmission map for single image dehazing | VISUAL COMPUT | 何发智,武汉大学,计算机学院,; | 3626.88 | 45 | 2020 | Exploring Deep Learning for View-Based 3D Model Retrieval | ACM T MULTIM COMPUT | 万少华,中南财经政法大学,信息与安全工程学院,; | 3596 | 46 | 2020 | End-to-End Active Object Tracking and Its Real-World Deployment via Reinforcement Learning | IEEE T PATTERN ANAL | 罗文寒,腾讯人工智能实验室,,; | 3497.76 | 47 | 2020 | Object Detection from Scratch with Deep Supervision | IEEE T PATTERN ANAL | 姜育刚,复旦大学,计算机科学技术学院,; | 3497.76 | 48 | 2020 | Shared Multi-View Data Representation for Multi-Domain Event Detection | IEEE T PATTERN ANAL | 刘文印,广东工业大学,计算机学院,; | 3497.76 | 49 | 2020 | Neural Machine Translation with Deep Attention | IEEE T PATTERN ANAL | 苏劲松,厦门大学,软件学院,; | 3497.76 | 50 | 2020 | Deep Variational and Structural Hashing | IEEE T PATTERN ANAL | 鲁继文,清华大学,控制科学与工程,; | 3497.76 | 51 | 2020 | Leader-Based Multi-Scale Attention Deep Architecture for Person Re-Identification | IEEE T PATTERN ANAL | 姜育刚,复旦大学,计算机科学技术学院,; | 3497.76 | 52 | 2020 | Spectral clustering via half-quadratic optimization | WORLD WIDE WEB | 张师超,广西师范大学,计算机科学与技术,; | 3470.72 | 53 | 2020 | A survey on ensemble learning | FRONT COMPUT SCI-CHI | 余志文,华南理工大学,计算机科学与工程学院,; | 3468 | 54 | 2020 | Asymptotically stable high-order neutral cellular neural networks with proportional delays and D operators | MATH COMPUT SIMULAT | 黄创霞,长沙理工大学,数学,; | 3459.2 | 55 | 2020 | Face Hallucination by Attentive Sequence Optimization with Reinforcement Learning | IEEE T PATTERN ANAL | 李冠彬,中山大学,信息科学与技术学院,; | 3433.76 | 56 | 2020 | On the Convergence of Learning-Based Iterative Methods for Nonconvex Inverse Problems | IEEE T PATTERN ANAL | 刘日升,大连理工大学,软件学院,; | 3433.76 | 57 | 2020 | Semi-Supervised Adversarial Monocular Depth Estimation | IEEE T PATTERN ANAL | 李珂,腾讯优图实验室,,; | 3433.76 | 58 | 2020 | Object Detection in Videos by High Quality Object Linking | IEEE T PATTERN ANAL | 汤鹏,华中科技大学,强电磁工程与新技术国家重点实验室,; | 3433.76 | 59 | 2020 | 3D Human Pose Machines with Self-Supervised Learning | IEEE T PATTERN ANAL | 林倞,中山大学,超算学院,; | 3433.76 | 60 | 2020 | Defocus Blur Detection via Multi-Stream Bottom-Top-Bottom Network | IEEE T PATTERN ANAL | 赵文达,大连理工大学,信息与通信工程学院,; | 3369.76 | 61 | 2020 | Learning Depth with Convolutional Spatial Propagation Network | IEEE T PATTERN ANAL | Wang, Peng,百度公司,,; | 3369.76 | 62 | 2020 | Deep Self-Evolution Clustering | IEEE T PATTERN ANAL | 汪凌峰,中国科学院,自动化研究所,; | 3305.76 | 63 | 2020 | Real-World Image Denoising with Deep Boosting | IEEE T PATTERN ANAL | Xiong, Zhiwei,中国科学技术大学,电气工程与信息科学系,; | 3305.76 | 64 | 2020 | A Disocclusion Inpainting Framework for Depth-Based View Synthesis | IEEE T PATTERN ANAL | 朱跃生,北京大学深圳研究生院,信息工程学院,; | 3305.76 | 65 | 2020 | Robust SVM with adaptive graph learning | WORLD WIDE WEB | 朱晓峰,广西师范大学,计算机科学与信息工程学院,; | 3278.72 | 66 | 2020 | Mission Reliability Evaluation for Fuzzy Multistate Manufacturing System Based on an Extended Stochastic Flow Network | IEEE T RELIAB | He, Yihai,北京航空航天大学,,; | 3260.32 | 67 | 2020 | Absent Multiple Kernel Learning Algorithms | IEEE T PATTERN ANAL | 朱信忠,浙江师范大学,数理与信息工程学院,; | 3241.76 | 68 | 2020 | Cerebral micro-bleeding identification based on a nine-layer convolutional neural network with stochastic pooling | CONCURR COMP-PRACT E | 张煜东,南京师范大学; | 3230.56 | 69 | 2020 | Entropy Based Fault Classification Using the Case Western Reserve University Data: A Benchmark Study | IEEE T RELIAB | 司书宾,西北工业大学,机电学院,; | 3196.32 | 70 | 2020 | Direction-Aware Spatial Context Features for Shadow Detection and Removal | IEEE T PATTERN ANAL | Zhu, Lei,香港中文大学 | 3177.76 | 71 | 2020 | Reconstruct and Represent Video Contents for Captioning via Reinforcement Learning | IEEE T PATTERN ANAL | Ma, Lin,腾讯人工智能实验室,,; | 3177.76 | 72 | 2020 | CoRRN: Cooperative Reflection Removal Network | IEEE T PATTERN ANAL | 段凌宇,北京大学,信息科学技术研究所,; | 3177.76 | 73 | 2020 | A survey on multi-sensor fusion based obstacle detection for intelligent ground vehicles in off-road environments | FRONT INFORM TECH EL | 郑博尹,西北工业大学,自动化学院,; | 3136.64 | 74 | 2020 | A new haze removal approach for sky/river alike scenes based on external and internal clues | MULTIMED TOOLS APPL | 何发智,武汉大学,计算机学院,; | 3122.08 | 75 | 2020 | Inverse Visual Question Answering: A New Benchmark and VQA Diagnosis Tool | IEEE T PATTERN ANAL | 孙长银,东南大学,自动化学院,; | 3113.76 | 76 | 2020 | Image and Sentence Matching via Semantic Concepts and Order Learning | IEEE T PATTERN ANAL | Huang, Yan,中国科学院,,; | 3113.76 | 77 | 2020 | A Moment Approach to Positioning Accuracy Reliability Analysis for Industrial Robots | IEEE T RELIAB | 韩旭,河北工业大学,机械工程,; | 3068.32 | 78 | 2020 | The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers | IEEE T PATTERN ANAL | 张东祥,浙江大学,计算机科学与技术学院,; | 3049.76 | 79 | 2020 | Perspective-Adaptive Convolutions for Scene Parsing | IEEE T PATTERN ANAL | 张勇东,中国科学技术大学,电子工程与信息科学系,; | 3049.76 | 80 | 2020 | Tracking-by-Fusion via Gaussian Process Regression Extended to Transfer Learning | IEEE T PATTERN ANAL | 胡卫明,中国科学院自动化研究所,控制科学与工程,; | 3049.76 | 81 | 2020 | Fast Cross-Validation for Kernel-Based Algorithms | IEEE T PATTERN ANAL | Liu, Yong,中国科学院,,; | 3049.76 | 82 | 2020 | Adversarial Learning of Structure-Aware Fully Convolutional Networks for Landmark Localization | IEEE T PATTERN ANAL | 杨健,南京理工大学,计算机科学与工程学院,; | 3049.76 | 83 | 2020 | Social-aware cooperative caching mechanism in mobile social networks | J NETW COMPUT APPL | 吴大鹏,重庆邮电大学,通信与信息工程学院,; | 3003.2 | 84 | 2020 | Local-Aggregation Graph Networks | IEEE T PATTERN ANAL | 孟高峰,中国科学院,自动化研究所,; | 2985.76 | 85 | 2020 | Minimal Case Relative Pose Computation Using Ray-Point-Ray Features | IEEE T PATTERN ANAL | Kneip, Laurent,上海理工大学,,; | 2985.76 | 86 | 2020 | Online Meta Adaptation for Fast Video Object Segmentation | IEEE T PATTERN ANAL | Liu, Yu,国防科技大学,,; | 2985.76 | 87 | 2020 | A Novel Dynamic Model Capturing Spatial and Temporal Patterns for Facial Expression Analysis | IEEE T PATTERN ANAL | Yang, Jiajia,中国科学技术大学,,计算机与通信软件重点实验室; | 2985.76 | 88 | 2020 | Robust RGB-D Face Recognition Using Attribute-Aware Loss | IEEE T PATTERN ANAL | 张举勇,中国科学技术大学,数学科学学院,; | 2985.76 | 89 | 2020 | Detailed Surface Geometry and Albedo Recovery from RGB-D Video under Natural Illumination | IEEE T PATTERN ANAL | 郑江滨,西北工业大学,计算机学院,; | 2985.76 | 90 | 2020 | Zig-Zag Network for Semantic Segmentation of RGB-D Images | IEEE T PATTERN ANAL | Huang, Hui,深圳大学,,; | 2985.76 | 91 | 2020 | Distributed Very Large Scale Bundle Adjustment by Global Camera Consensus | IEEE T PATTERN ANAL | Zhang, Runze,香港科技大学 | 2985.76 | 92 | 2020 | DoubleFusion: Real-Time Capture of Human Performances with Inner Body Shapes from a Single Depth Sensor | IEEE T PATTERN ANAL | 刘烨斌,清华大学,自动化系,; | 2985.76 | 93 | 2020 | Learning Reasoning-Decision Networks for Robust Face Alignment | IEEE T PATTERN ANAL | 鲁继文,清华大学,控制科学与工程,; | 2985.76 | 94 | 2020 | Contactless Biometric Identification Using 3D Finger Knuckle Patterns | IEEE T PATTERN ANAL | Cheng, Kevin H. M.,香港理工大学,,; | 2985.76 | 95 | 2020 | Joint Task-Recursive Learning for RGB-D Scene Understanding | IEEE T PATTERN ANAL | 杨健,南京理工大学,计算机科学与工程学院,; | 2921.76 | 96 | 2020 | Unsupervised Video Matting via Sparse and Low-Rank Representation | IEEE T PATTERN ANAL | 陈小武,北京航空航天大学,计算机学院,; | 2921.76 | 97 | 2020 | Learning Low-Dimensional Temporal Representations with Latent Alignments | IEEE T PATTERN ANAL | Su, Bing,中国科学院,软件研究所,; | 2921.76 | 98 | 2020 | A Functional Representation for Graph Matching | IEEE T PATTERN ANAL | 夏桂松,武汉大学,测绘科学与技术,; | 2921.76 | 99 | 2020 | A Continuation Method for Graph Matching Based Feature Correspondence | IEEE T PATTERN ANAL | 刘智勇,中国科学院,自动化研究所,; | 2921.76 | 100 | 2020 | Vocabulary-Informed Zero-Shot and Open-Set Learning | IEEE T PATTERN ANAL | 姜育刚,复旦大学,计算机科学技术学院,; | 2921.76 |
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