The IEEE Transactions on Pattern Analysis and Machine Intelligence publishes articles on all traditional areas of computer vision and image understanding, all traditional areas of pattern analysis and recognition, and selected areas of machine intelligence, with a particular emphasis on machine learning for pattern analysis. Areas such as techniques for visual search, document and handwriting analysis, medical image analysis, video and image sequence analysis, content-based retrieval of image and video, face and gesture recognition and relevant specialized hardware and/or software architectures are also covered.
IEEE Transactions on Pattern Analysis and Machine Intelligence（英语：IEEE Transactions on Pattern Analysis and Machine Intelligence）发表了关于计算机视觉和图像理解的所有传统领域、模式分析和识别的所有传统领域以及机器智能的选定领域的文章，特别强调了用于模式分析的机器学习。还涉及视觉搜索技术、文档和笔迹分析、医学图像分析、视频和图像序列分析、基于内容的图像和视频检索、人脸和手势识别以及相关的专用硬件和/或软件架构等领域。
MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation
来源期刊：IEEE Transactions on Pattern Analysis and Machine IntelligenceDOI：10.1109/TPAMI.2017.2778103
Interpreting Deep Visual Representations via Network Dissection
来源期刊：IEEE Transactions on Pattern Analysis and Machine IntelligenceDOI：10.1109/TPAMI.2018.2858759
Wasserstein CNN: Learning Invariant Features for NIR-VIS Face Recognition
来源期刊：IEEE Transactions on Pattern Analysis and Machine IntelligenceDOI：10.1109/TPAMI.2018.2842770
Denoising Prior Driven Deep Neural Network for Image Restoration
来源期刊：IEEE Transactions on Pattern Analysis and Machine IntelligenceDOI：10.1109/TPAMI.2018.2873610
Salient Object Detection with Recurrent Fully Convolutional Networks
来源期刊：IEEE Transactions on Pattern Analysis and Machine IntelligenceDOI：10.1109/TPAMI.2018.2846598
Large Scale Image Segmentation with Structured Loss Based Deep Learning for Connectome Reconstruction
来源期刊：IEEE Transactions on Pattern Analysis and Machine IntelligenceDOI：10.1109/TPAMI.2018.2835450
Predicting Head Movement in Panoramic Video: A Deep Reinforcement Learning Approach
来源期刊：IEEE Transactions on Pattern Analysis and Machine IntelligenceDOI：10.1109/TPAMI.2018.2858783
Generalizable Data-Free Objective for Crafting Universal Adversarial Perturbations
来源期刊：IEEE Transactions on Pattern Analysis and Machine IntelligenceDOI：10.1109/TPAMI.2018.2861800
MEMC-Net: Motion Estimation and Motion Compensation Driven Neural Network for Video Interpolation and Enhancement
来源期刊：IEEE transactions on pattern analysis and machine intelligenceDOI：10.1109/tpami.2019.2941941
Max-Margin Majority Voting for Learning from Crowds
来源期刊：IEEE Transactions on Pattern Analysis and Machine IntelligenceDOI：10.1109/TPAMI.2018.2860987
Truncated Cauchy Non-Negative Matrix Factorization
来源期刊：IEEE Transactions on Pattern Analysis and Machine IntelligenceDOI：10.1109/TPAMI.2017.2777841
PsyPhy: A Psychophysics Driven Evaluation Framework for Visual Recognition
来源期刊：IEEE Transactions on Pattern Analysis and Machine IntelligenceDOI：10.1109/TPAMI.2018.2849989
Context-Aware Visual Policy Network for Fine-Grained Image Captioning
来源期刊：IEEE transactions on pattern analysis and machine intelligenceDOI：10.1109/TPAMI.2019.2909864
On the Importance of Visual Context for Data Augmentation in Scene Understanding
来源期刊：IEEE transactions on pattern analysis and machine intelligenceDOI：10.1109/TPAMI.2019.2961896
RaspiReader: Open Source Fingerprint Reader
来源期刊：IEEE Transactions on Pattern Analysis and Machine IntelligenceDOI：10.1109/TPAMI.2018.2858764
MFQE 2.0: A New Approach for Multi-frame Quality Enhancement on Compressed Video
来源期刊：IEEE transactions on pattern analysis and machine intelligenceDOI：10.1109/TPAMI.2019.2944806
Deep clustering: On the link between discriminative models and K-means
来源期刊：IEEE transactions on pattern analysis and machine intelligenceDOI：10.1109/tpami.2019.2962683
Dynamic Structure Embedded Online Multiple-Output Regression for Streaming Data
来源期刊：IEEE Transactions on Pattern Analysis and Machine IntelligenceDOI：10.1109/TPAMI.2018.2794446
Deep Supervision with Intermediate Concepts
来源期刊：IEEE Transactions on Pattern Analysis and Machine IntelligenceDOI：10.1109/TPAMI.2018.2863285
A Differential Approach for Gaze Estimation
来源期刊：IEEE transactions on pattern analysis and machine intelligenceDOI：10.1109/TPAMI.2019.2957373
MTFH: A Matrix Tri-Factorization Hashing Framework for Efficient Cross-Modal Retrieval
来源期刊：IEEE transactions on pattern analysis and machine intelligenceDOI：10.1109/TPAMI.2019.2940446
A Benchmark Dataset and Evaluation for Non-Lambertian and Uncalibrated Photometric Stereo
来源期刊：IEEE Transactions on Pattern Analysis and Machine IntelligenceDOI：10.1109/tpami.2018.2799222
Anchor-Free Correlated Topic Modeling
来源期刊：IEEE Transactions on Pattern Analysis and Machine IntelligenceDOI：10.1109/TPAMI.2018.2827377
Exploiting Negative Evidence for Deep Latent Structured Models
来源期刊：IEEE Transactions on Pattern Analysis and Machine IntelligenceDOI：10.1109/TPAMI.2017.2788435
Mixed Supervised Object Detection with Robust Objectness Transfer
来源期刊：IEEE Transactions on Pattern Analysis and Machine IntelligenceDOI：10.1109/TPAMI.2018.2810288
Two-Stream Region Convolutional 3D Network for Temporal Activity Detection
来源期刊：IEEE Transactions on Pattern Analysis and Machine IntelligenceDOI：10.1109/TPAMI.2019.2921539
Recurrent Shape Regression
来源期刊：IEEE Transactions on Pattern Analysis and Machine IntelligenceDOI：10.1109/TPAMI.2018.2828424
CNN-Based Real-Time Dense Face Reconstruction with Inverse-Rendered Photo-Realistic Face Images.
来源期刊：IEEE transactions on pattern analysis and machine intelligenceDOI：10.1109/TPAMI.2018.2837742
From Images to 3D Shape Attributes
来源期刊：IEEE Transactions on Pattern Analysis and Machine IntelligenceDOI：10.1109/TPAMI.2017.2782810
Calibrating Classification Probabilities with Shape-Restricted Polynomial Regression
来源期刊：IEEE Transactions on Pattern Analysis and Machine IntelligenceDOI：10.1109/TPAMI.2019.2895794
Learning and Selecting Confidence Measures for Robust Stereo Matching.
来源期刊：IEEE transactions on pattern analysis and machine intelligenceDOI：10.1109/TPAMI.2018.2837760
A Kronecker Product Model for Repeated Pattern Detection on 2D Urban Images
来源期刊：IEEE Transactions on Pattern Analysis and Machine IntelligenceDOI：10.1109/TPAMI.2018.2858795
Distributed Multi-Agent Gaussian Regression via Finite-Dimensional Approximations
来源期刊：IEEE Transactions on Pattern Analysis and Machine IntelligenceDOI：10.1109/TPAMI.2018.2836422
Large scale shadow annotation and detection using lazy annotation and stacked CNNs.
来源期刊：IEEE transactions on pattern analysis and machine intelligenceDOI：10.1109/TPAMI.2019.2948011
Interpreting the Rhetoric of Visual Advertisements.
来源期刊：IEEE transactions on pattern analysis and machine intelligenceDOI：10.1109/tpami.2019.2947440
Convolutional Neural Network Architecture for Geometric Matching
来源期刊：IEEE Transactions on Pattern Analysis and Machine IntelligenceDOI：10.1109/TPAMI.2018.2865351
Harmonized Multimodal Learning with Gaussian Process Latent Variable Models
来源期刊：IEEE transactions on pattern analysis and machine intelligenceDOI：10.1109/tpami.2019.2942028
Nonlinear Asymmetric Multi-Valued Hashing
来源期刊：IEEE Transactions on Pattern Analysis and Machine IntelligenceDOI：10.1109/TPAMI.2018.2867866
Complex-Valued Disparity: Unified Depth Model of Depth from Stereo, Depth from Focus, and Depth from Defocus Based on the Light Field Gradient.
来源期刊：IEEE transactions on pattern analysis and machine intelligenceDOI：10.1109/tpami.2019.2946159
Affine Invariants of Vector Fields.
来源期刊：IEEE transactions on pattern analysis and machine intelligenceDOI：10.1109/TPAMI.2019.2951664
Quicker ADC : Unlocking the hidden potential of Product Quantization with SIMD
来源期刊：IEEE transactions on pattern analysis and machine intelligenceDOI：10.1109/TPAMI.2019.2952606
DBF: Dynamic Belief Fusion for Combining Multiple Object Detectors.
来源期刊：IEEE transactions on pattern analysis and machine intelligenceDOI：10.1109/tpami.2019.2952847
On Symbiosis of Attribute Prediction and Semantic Segmentation
来源期刊：IEEE transactions on pattern analysis and machine intelligenceDOI：10.1109/tpami.2019.2956039
Piecewise Flat Embedding for Image Segmentation.
来源期刊：IEEE transactions on pattern analysis and machine intelligenceDOI：10.1109/TPAMI.2018.2839733
Bilinear image translation for temporal analysis of photo collections.
来源期刊：IEEE transactions on pattern analysis and machine intelligenceDOI：10.1109/tpami.2019.2950317
Unsupervised Deep Learning of Compact Binary Descriptors.
来源期刊：IEEE transactions on pattern analysis and machine intelligenceDOI：10.1109/TPAMI.2018.2833865
Learning to Deblur Images with Exemplars.
来源期刊：IEEE transactions on pattern analysis and machine intelligenceDOI：10.1109/TPAMI.2018.2832125
Imbalanced Deep Learning by Minority Class Incremental Rectification.
来源期刊：IEEE transactions on pattern analysis and machine intelligenceDOI：10.1109/TPAMI.2018.2832629
Joint Active Learning with Feature Selection via CUR Matrix Decomposition.
来源期刊：IEEE transactions on pattern analysis and machine intelligenceDOI：10.1109/TPAMI.2018.2840980
Composite Quantization.
来源期刊：IEEE transactions on pattern analysis and machine intelligenceDOI：10.1109/TPAMI.2018.2835468
