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(十四:2020.08.28)CVPR 2014 追踪之论文纲要(译)

CVPR 2020 跟踪论文纲要(修正于2020年.08.28)

  • 讲在前面
  • 论文目录

讲在前面

  • 论坛上的许多博客对论文进行了总结和分类,但在医学领域,这些论文的筛选信息显然需要更详细的控制,所以他们大致筛选了500篇论文的名称,希望找到一些答案来解决当前的问题。
  • 建议直接链接论文Google论文名比去各种论文或者顶会网站快多少。
  • 下面皆为机器翻译以方便我第一次筛选,我会慢慢修正,但现在请结合。有兴趣的可以问我要处理这些论文并自动翻译的脚本。
  • Respect!

论文目录

27.Separation of Line Drawings Based on Split Faces for 3D Object Reconstruction
论文 概要
1.Efficient Squared Curvature
2.Smooth Representation Clustering
3.Towards Multi-view and Partially-Occluded Face Alignment
4.Co-localization in Real-World Images
5.Joint Depth Estimation and Camera Shake Removal from Single Blurry Image
6.Subspace Tracking under Dynamic Dimensionality for Online Background Subtraction
7.The Language of Actions: Recovering the Syntax and Semantics of Goal-Directed Human Activities
8.Facial Expression Recognition via a Boosted Deep Belief Network
9.Iterative Multilevel MRF Leveraging Context and Voxel Information for Brain Tumour Segmentation in MRI
10.Discriminative Ferns Ensemble for Hand Pose Recognition
11.Inferring Unseen Views of People
12.Geometric Generative Gaze Estimation (G3E) for Remote RGB-D Cameras
13.Unsupervised Multi-Class Joint Image Segmentation
14.Symmetry-Aware Nonrigid Matching of Incomplete 3D Surfaces
15.Hierarchical Feature Hashing for Fast Dimensionality Reduction
16.A Multigraph Representation for Improved Unsupervised_Semi-supervised Learning of Human Actions
17.Reconstructing Evolving Tree Structures in Time Lapse Sequences
18.Bayes Merging of Multiple Vocabularies for Scalable Image Retrieval
19.Topic Modeling of Multimodal Data: An Autoregressive Approach
20.Learning to Detect Ground Control Points for Improving the Accuracy of Stereo Matching
21.On Projective Reconstruction In Arbitrary Dimensions
22.Multipoint Filtering with Local Polynomial Approximation and Range Guidance
23.Active Sampling for Subjective Image Quality Assessment
24.Geometric Urban Geo-Localization
25.Decomposable Nonlocal Tensor Dictionary Learning for Multispectral Image Denoising
26.Is Rotation a Nuisance in Shape Recognition?
28.3D Reconstruction from Accidental Motion
29.An Online Learned Elementary Grouping Model for Multi-target Tracking
30.Novel Methods for Multilinear Data Completion and De-noising Based on Tensor-SVD
31.Deformable Object Matching via Deformation Decomposition based 2D Label MRF
32.Region-based Discriminative Feature Pooling for Scene Text Recognition
33.Hash-SVM: Scalable Kernel Machines for Large-Scale Visual Classification
34.Deep Fisher Kernels - End to End Learning of the Fisher Kernel GMM Parameters
35.Shape-Preserving Half-Projective Warps for Image Stitching
36.Object Classification with Adaptable Regions
37.Ask the Image: Supervised Pooling to Preserve Feature Locality
38.Parsing Occluded People
39.Fast MRF Optimization with Application to Depth Reconstruction
40.Semi-Supervised Coupled Dictionary Learning for Person Re-identification
41.Pulling Things out of Perspective
42.Visual Persuasion: Inferring Communicative Intents of Images
43.Joint Motion Segmentation and Background Estimation in Dynamic Scenes
44.One Millisecond Face Alignment with an Ensemble of Regression Trees
45.MAP Visibility Estimation for Large-Scale Dynamic 3D Reconstruction
46.Curvilinear Structure Tracking by Low Rank Tensor Approximation with Model Propagation
47.Improving Semantic Concept Detection through the Dictionary of Visually-distinct Elements
48.Multi-Shot Imaging: Joint Alignment, Deblurring and Resolution-Enhancement
49.A Hierarchical Probabilistic Model for Facial Feature Detection
50.Super Normal Vector for Activity Recognition Using Depth Sequences
论文 概要
51.Piecewise Planar and Compact Floorplan Reconstruction from Images
52.l0 Norm Based Dictionary Learning by Proximal Methods with Global Convergence
53.A Learning-to-Rank Approach for Image Color Enhancement
54.Similarity Comparisons for Interactive Fine-Grained Categorization
55.Discriminative Hierarchical Modeling of Spatio-Temporally Composable Human Activities
56.Real-time Model-based Articulated Object Pose Detection and Tracking with Variable Rigidity Constraints
57.Fast and Accurate Image Matching with Cascade Hashing for 3D Reconstruction
58.Unsupervised One-Class Learning for Automatic Outlier Removal
59.Photometric Bundle Adjustment for Dense Multi-View 3D Modeling
60.Tracklet Association with Online Target-Specific Metric Learning
61.Parsing Videos of Actions with Segmental Grammars
62.DeepPose: Human Pose Estimation via Deep Neural Networks
63.Fast Edge-Preserving PatchMatch for Large Displacement Optical Flow
64.Adaptive Color Attributes for Real-Time Visual Tracking
65.Instance-weighted Transfer Learning of Active Appearance Models
66.Single-View 3D Scene Parsing by Attributed Grammar
67.Empirical Minimum Bayes Risk Prediction: How to Extract an Extra Few % Performance from Vision Models with Just Three More Parameters
68.Optimizing Average Precision using Weakly Supervised Data
69.Fast and Exact: ADMM-Based Discriminative Shape Segmentation with Loopy Part Models
70.Quality-based Multimodal Classification using Tree-Structured Sparsity
71.Second-Order Shape Optimization for Geometric Inverse Problems in Vision
72.Single Image Layer Separation using Relative Smoothness
73.Efficient Feature Extraction, Encoding and Classification for Action Recognition
74.Face Alignment at 3000 FPS via Regressing Local Binary Features
75.A Cause and Effect Analysis of Motion Trajectories for Modeling Actions
76.Beyond Comparing Image Pairs: Setwise Active Learning for Relative Attributes
77.Video Classification using Semantic Concept Co-occurrences
78.Region-based Particle Filter for Video Object Segmentation
79.Bregman Divergences for Infinite Dimensional Covariance Matrices
80.Using a Deformation Field Model for Localizing Faces and Facial Points under Weak Supervision
81.CID: Combined Image Denoising in Spatial and Frequency Domains Using Web Images
82.Complex Activity Recognition using Granger Constrained DBN (GCDBN) in Sports and Surveillance Video
83.Random Laplace Feature Maps for Semigroup Kernels on Histograms
84.Fast Supervised Hashing with Decision Trees for High-Dimensional Data
85.Learning Optimal Seeds for Diffusion-based Salient Object Detection
86.Local Readjustment for High-Resolution 3D Reconstruction
87.Stereo under Sequential Optimal Sampling: A Statistical Analysis Framework for Search Space Reduction
88.Learning Important Spatial Pooling Regions for Scene Classification
89.Randomized Max-Margin Compositions for Visual Recognition
90.Shrinkage Fields for Effective Image Restoration
91.Non-rigid Segmentation using Sparse Low Dimensional Manifolds and Deep Belief Networks
92.Online Object Tracking, Learning and Parsing with And-Or Graphs
93.Depth and Skeleton Associated Action Recognition without Online Accessible RGB-D Cameras
94.Leveraging Hierarchical Parametric Networks for Skeletal Joints Based Action Segmentation and Recognition
95.Scene-Independent Group Profiling in Crowd
96.Orientational Pyramid Matching for Recognizing Indoor Scenes
97.Multi-source Deep Learning for Human Pose Estimation
98.Multiscale Centerline Detection by Learning a Scale-Space Distance Transform
99.DISCOVER: Discovering Important Segments for Classification of Video Events and Recounting
100.3D Shape and Indirect Appearance by Structured Light Transport
论文 概要
101.Human Action Recognition Based on Context-Dependent Graph Kernels
102.Anytime Recognition of Objects and Scenes
103.Action Localization with Tubelets from Motion
104.Unsupervised Learning of Dictionaries of Hierarchical Compositional Models
105.Learning-by-Synthesis for Appearance-based 3D Gaze Estimation
106.Single Image Super-resolution using Deformable Patches
107.Mirror Symmetry Histograms for Capturing Geometric Properties in Images
108.SeamSeg: Video Object Segmentation using Patch Seams
109.Beta Process Multiple Kernel Learning
110.Transfer Joint Matching for Unsupervised Domain Adaptation
111.Human Body Shape Estimation Using a Multi-Resolution Manifold Forest
112.Lacunarity Analysis on Image Patterns for Texture Classification
113.Frequency-Based 3D Reconstruction of Transparent and Specular Objects
114.Trinocular Geometry Revisited
115.Segmentation-Free Dynamic Scene Deblurring
116.Birdsnap: Large-scale Fine-grained Visual Categorization of Birds
117.Noising versus Smoothing for Vertex Identification in Unknown Shapes
118.Informed Haar-like Features Improve Pedestrian Detection
119.A Convex Relaxation of the Ambrosio–Tortorelli Elliptic Functionals for the Mumford-Shah Functional
120.Orientation Robust Text Line Detection in Natural Images
121.Surface Registration by Optimization in Constrained Diffeomorphism Space
122.Learning to Learn, from Transfer Learning to Domain Adaptation: A Unifying Perspective
123.RIGOR: Reusing Inference in Graph Cuts for Generating Object Regions
124.High Quality Photometric Reconstruction using a Depth Camera
125.Rate-Invariant Analysis of Trajectories on Riemannian Manifolds with Application in Visual Speech Recognition
126.A Hierarchical Context Model for Event Recognition in Surveillance Video
127.Joint Summarization of Large-scale Collections of Web Images and Videos for Storyline Reconstruction
128.Clothing Co-Parsing by Joint Image Segmentation and Labeling
129.Energy Based Multi-model Fitting & Matching for 3D Reconstruction
130.Efficient Nonlinear Markov Models for Human Motion
131.Video Motion Segmentation Using New Adaptive Manifold Denoising Model
132.Depth Enhancement via Low-rank Matrix Completion
133.Multiple Target Tracking Based on Undirected Hierarchical Relation Hypergraph
134.How to Evaluate Foreground Maps?
135.Collective Matrix Factorization Hashing for Multimodal Data
136.100+ Times Faster Weighted Median Filter (WMF)
137.Raw-to-Raw: Mapping between Image Sensor Color Responses
138.Scanline Sampler without Detailed Balance: An Efficient MCMC for MRF Optimization
139.Seeing 3D Chairs: Exemplar Part-based 2D-3D Alignment using a Large Dataset of CAD Models
140.A Probabilistic Framework for Multitarget Tracking with Mutual Occlusions
141.On the Quotient Representation for the Essential Manifold
142.Context Driven Scene Parsing with Attention to Rare Classes
143.Remote Heart Rate Measurement From Face Videos Under Realistic Situations
144.NMF-KNN: Image Annotation using Weighted Multi-view Non-negative Matrix Factorization
145.Model Transport: Towards Scalable Transfer Learning on Manifolds
146.Higher-Order Clique Reduction Without Auxiliary Variables
147.Robust Separation of Reflection from Multiple Images
148.Saliency Optimization from Robust Background Detection
149.Generalized Max Pooling
150.Predicting Matchability
论文 概要
151.Triangulation Embedding and Democratic Aggregation for Image Search
152.Stable and Informative Spectral Signatures for Graph Matching
153.Discriminative Feature-to-Point Matching in Image-Based Localization
154.Learning Everything about Anything: Webly-Supervised Visual Concept Learning
155.Robust Scale Estimation in Real-Time Monocular SFM for Autonomous Driving
156.Predicting Multiple Attributes via Relative Multi-task Learning
157.Edge-aware Gradient Domain Optimization Framework for Image Filtering by Local Propagation
158.Discriminative Blur Detection Features
159.Learning Expressionlets on Spatio-Temporal Manifold for Dynamic Facial Expression Recognition
160.Posebits for Monocular Human Pose Estimation
161.Scalable Object Detection using Deep Neural Networks
162.FAUST: Dataset and Evaluation for 3D Mesh Registration
163.Bi-label Propagation for Generic Multiple Object Tracking
164.A New Perspective on Material Classification and Ink Identification
165.The Secrets of Salient Object Segmentation
166.Detect What You Can: Detecting and Representing Objects using Holistic Models and Body Parts
167.Fully Automated Non-rigid Segmentation with Distance Regularized Level Set Evolution Initialized and Constrained by Deep-structured Inference
168.Segmentation-aware Deformable Part Models
169.Local Layering for Joint Motion Estimation and Occlusion Detection
170.T-Linkage: A Continuous Relaxation of J-Linkage for Multi-Model Fitting
171.Quality Dynamic Human Body Modeling Using a Single Low-cost Depth Camera
172.Matrix-Similarity Based Loss Function and Feature Selection for Alzheimer’s Disease Diagnosis
173.Visual Semantic Search: Retrieving Videos via Complex Textual Queries
174.Asymmetrical Gauss Mixture Models for Point Sets Matching
175.Latent Regression Forest: Structured Estimation of 3D Articulated Hand Posture
176.Constructing Robust Affinity Graphs for Spectral Clustering
177.Maximum Persistency in Energy Minimization
178.Incremental Learning of NCM Forests for Large-Scale Image Classification
179.L0 Regularized Stationary Time Estimation for Crowd Group Analysis
180.Generating Object Segmentation Proposals using Global and Local Search
181.Measuring Distance Between Unordered Sets of Different Sizes
182.Adaptive Object Retrieval with Kernel Reconstructive Hashing
183.Multiscale Combinatorial Grouping
184.Merging SVMs with Linear Discriminant Analysis: A Combined Model
185.Patch to the Future: Unsupervised Visual Prediction
186.Local Regularity-driven City-scale Facade Detection from Aerial Images
187.Describing Textures in the Wild
188.The Shape-Time Random Field for Semantic Video Labeling
189.Dual-Space Decomposition of 2D Complex Shapes
190.Simultaneous Localization and Calibration: Self-Calibration of Consumer Depth Cameras
191.Efficient Pruning LMI Conditions for Branch-and-Prune Rank and Chirality-Constrained Estimation of the Dual Absolute Quadric
192.Large-Scale Visual Font Recognition
193.Semi-supervised Relational Topic Model for Weakly Annotated Image Recognition in Social Media
194.Bayesian View Synthesis and Image-Based Rendering Principles
195.Relative Parts: Distinctive Parts for Learning Relative Attributes
196.Occlusion Coherence: Localizing Occluded Faces with a Hierarchical Deformable Part Model
197.Efficient Structured Parsing of Facades Using Dynamic Programming
198.Gyro-Based Multi-Image Deconvolution for Removing Handshake Blur
199.Scene Parsing with Object Instances and Occlusion Ordering
200.Domain Adaptation on the Statistical Manifold
论文 概要
201.Fast, Approximate Piecewise-Planar Modeling Based on Sparse Structure-from-Motion and Superpixels
202.Manifold Based Dynamic Texture Synthesis from Extremely Few Samples
203.Saliency Detection on Light Field
204.Immediate, Scalable Object Category Detection
205.Bayesian Active Appearance Models
206.Large Scale Multi-view Stereopsis Evaluation
207.Incorporating Scene Context and Object Layout into Appearance Modeling
208.Active Flattening of Curved Document Images via Two Structured Beams
209.Fast and Reliable Two-View Translation Estimation
210.Discriminative Sparse Inverse Covariance Matrix: Application in Brain Functional Network Classification
211.Spectral Clustering with Jensen-type Kernels and their Multi-point Extensions
212.Discrete-Continuous Depth Estimation from a Single Image
213.A Riemannian Framework for Matching Point Clouds Represented by the Schrodinger Distance Transform
214.Large-scale Video Classification with Convolutional Neural Networks
215.Looking Beyond the Visible Scene
216.Robust Estimation of 3D Human Poses from a Single Image
217.Fast Approximate Inference in Higher Order MRF-MAP Labeling Problems
218.3D Modeling from Wide Baseline Range Scans using Contour Coherence
219.Asymmetric Sparse Kernel Approximations for Large-scale Visual Search
220.Two-Class Weather Classification
221.Robust Surface Reconstruction via Triple Sparsity
222.Super-Resolving Noisy Images
223.Robust 3D Features for Matching between Distorted Range Scans Captured by Moving Systems
224.Gesture Recognition Portfolios for Personalization
225.Learning Euclidean-to-Riemannian Metric for Point-to-Set Classification
226.Submodular Object Recognition
227.Finding the Subspace Mean or Median to Fit Your Need
228.Multi-feature Spectral Clustering with Minimax Optimization
229.A Primal-Dual Algorithm for Higher-Order Multilabel Markov Random Fields
230.DL-SFA: Deeply-Learned Slow Feature Analysis for Action Recognition
231.Deblurring Text Images via L0-Regularized Intensity and Gradient Prior
232.An Automated Estimator of Image Visual Realism Based on Human Cognition
233.Total-Variation Minimization on Unstructured Volumetric Mesh: Biophysical Applications on Reconstruction of 3D Ischemic Myocardium
234.Dirichlet-based Histogram Feature Transform for Image Classification
235.Robust Online Multi-Object Tracking based on Tracklet Confidence and Online Discriminative Appearance Learning
236.A General and Simple Method for Camera Pose and Focal Length Determination
237.Sequential Convex Relaxation for Mutual Information-Based Unsupervised Figure-Ground Segmentation
238.Accurate Localization and Pose Estimation for Large 3D Models
239.Deformable Registration of Feature-Endowed Point Sets Based on Tensor Fields
240.Dense Non-Rigid Shape Correspondence using Random Forests
241.Optimizing Over Radial Kernels on Compact Manifolds
242.Exploiting Shading Cues in Kinect IR Images for Geometry Refinement
243.Efficient Computation of Relative Pose for Multi-Camera Systems
244.Efficient Boosted Exemplar-based Face Detection
245.Learning Mid-level Filters for Person Re-identification
246.Neural Decision Forests for Semantic Image Labelling
247.Diversity-Enhanced Condensation Algorithm and Its Application for Robust and Accurate Endoscope Three-Dimensional Motion Tracking
248.FAST LABEL: Easy and Efficient Solution of Joint Multi-Label and Estimation Problems
249.In Search of Inliers: 3D Correspondence by Local and Global Voting
250.Packing and Padding: Coupled Multi-index for Accurate Image Retrieval
论文 概要
251.Congruency-Based Reranking
252.Kernel-PCA Analysis of Surface Normals for Shape-from-Shading
253.Tracking Indistinguishable Translucent Objects over Time using Weakly Supervised Structured Learning
254.Evolutionary Quasi-random Search for Hand Articulations Tracking
255.Gait Recognition under Speed Transition
256.Partial Occlusion Handling for Visual Tracking via Robust Part Matching
257.Additive Quantization for Extreme Vector Compression
258.Tracking on the Product Manifold of Shape and Orientation for Tractography from Diffusion MRI
259.Non-Parametric Bayesian Constrained Local Models
260.Probabilistic Labeling Cost for High-Accuracy Multi-View Reconstruction
261.Locality in Generic Instance Search from One Example
262.Look at the Driver, Look at the Road: No Distraction! No Accident!
263.3D Pictorial Structures for Multiple Human Pose Estimation
264.Socially-aware Large-scale Crowd Forecasting
265.Accurate Object Detection with Joint Classification-Regression Random Forests
266.Predicting Object Dynamics in Scenes
267.Calibrating a Non-isotropic Near Point Light Source using a Plane
268.Image Fusion with Local Spectral Consistency and Dynamic Gradient Sparsity
269.Pyramid-based Visual Tracking Using Sparsity Represented Mean Transform
270.When 3D Reconstruction Meets Ubiquitous RGB-D Images
271.Seeing What You’re Told: Sentence-Guided Activity Recognition In Video
272.Better Shading for Better Shape Recovery
273.Recognizing RGB Images by Learning from RGB-D Data
274.Histograms of Pattern Sets for Image Classification and Object Recognition
275.Partial Optimality by Pruning for MAP-inference with General Graphical Models
276.Generalized Pupil-Centric Imaging and Analytical Calibration for a Non-frontal Camera
277.Quasi Real-Time Summarization for Consumer Videos
278.Beat the MTurkers: Automatic Image Labeling from Weak 3D Supervision
279.Fast Rotation Search with Stereographic Projections for 3D Registration
280.Co-Segmentation of Textured 3D Shapes with Sparse Annotations
281.Collaborative Hashing
282.Aerial Reconstructions via Probabilistic Data Fusion
283.Investigating Haze-relevant Features in A Learning Framework for Image Dehazing
284.Word Channel Based Multiscale Pedestrian Detection Without Image Resizing and Using Only One Classifier
285.Human Shape and Pose Tracking Using Keyframes
286.What Camera Motion Reveals About Shape With Unknown BRDF
287.Transparent Object Reconstruction via Coded Transport of Intensity
288.Persistence-based Structural Recognition
289.The Synthesizability of Texture Examples
290.Full-Angle Quaternions for Robustly Matching Vectors of 3D Rotations
291.Temporal Sequence Modeling for Video Event Detection
292.GPS-Tag Refinement using Random Walks with an Adaptive Damping Factor
293.Cross-Scale Cost Aggregation for Stereo Matching
294.Head Pose Estimation Based on Multivariate Label Distribution
295.Real-time Simultaneous Pose and Shape Estimation for Articulated Objects Using a Single Depth Camera
296.Enriching Visual Knowledge Bases via Object Discovery and Segmentation
297.Patch-based Evaluation of Image Segmentation
298.Speeding Up Tracking by Ignoring Features
299.Pseudoconvex Proximal Splitting for LY= Problems in Multiview Geometry
300.Video Event Detection by Inferring Temporal Instance Labels
论文 概要
301.Range-Sample Depth Feature for Action Recognition
302.Multiple Structured-Instance Learning for Semantic Segmentation with Uncertain Training Data
303.Unsupervised Trajectory Modelling using Temporal Information via Minimal Paths
304.Learning to Group Objects
305.A Compositional Model for Low-Dimensional Image Set Representation
306.Visual Tracking via Probability Continuous Outlier Model
307.Covariance Trees for 2D and 3D Processing
308.Sign Spotting using Hierarchical Sequential Patterns with Temporal Intervals
309.Low-Cost Compressive Sensing for Color Video and Depth
310.Decorrelated Vectorial Total Variation
311.Large-Scale Optimization of H

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