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(十三:2020.08.28)CVPR 2015 追踪之论文纲要(译)

CVPR 2020 跟踪论文纲要(修正于2020年.08.27)

  • 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602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。
  • 以下是机器翻译,方便我第一次筛选,我会慢慢修改,但现在请结合。如果你感兴趣,请问我处理这些论文并自动翻译脚本。
  • Respect!

论文目录

论文 概要
1.What do 15,000 Object Categories Tell Us About Classifying and Localizing Actions?
2.On Pairwise Costs for Network Flow Multi-Object Tracking
3.Shape-From-Template in Flatland
4.New Insights Into Laplacian Similarity Search
5.Sparse Depth Super Resolution
6.Global Refinement of Random Forest
7.First-Person Pose Recognition Using Egocentric Workspaces
8.Diversity-Induced Multi-View Subspace Clustering
9.Joint Action Recognition and Pose Estimation From Video
10.Learning to Generate Chairs With Convolutional Neural Networks
11.A Light Transport Model for Mitigating Multipath Interference in Time-of-Flight Sensors
12.Exact Bias Correction and Covariance Estimation for Stereo Vision
13.Image Parsing With a Wide Range of Classes and Scene-Level Context
14.Video Co-Summarization: Video Summarization by Visual Co-Occurrence
15.Sparse Convolutional Neural Networks
16.Probability Occupancy Maps for Occluded Depth Images
17.Shape and Light Directions From Shading and Polarization
18.Feature-Independent Context Estimation for Automatic Image Annotation
19.Motion Part Regularization: Improving Action Recognition via Trajectory Selection
20.Total Variation Regularization of Shape Signals
21.Jointly Learning Heterogeneous Features for RGB-D Activity Recognition
22.Membership Representation for Detecting Block-Diagonal Structure in Low-Rank or Sparse Subspace Clustering
23.Subgraph Matching Using Compactness Prior for Robust Feature Correspondence
24.Reweighted Laplace Prior Based Hyperspectral Compressive Sensing for Unknown Sparsity
25.Reflectance Hashing for Material Recognition
26.Towards Open World Recognition
27.Gaze-Enabled Egocentric Video Summarization via Constrained Submodular Maximization
28.Saliency Propagation From Simple to Difficult
29.Similarity Learning on an Explicit Polynomial Kernel Feature Map for Person Re-Identification
30.Material Classification With Thermal Imagery
31.DeepContour: A Deep Convolutional Feature Learned by Positive-Sharing Loss for Contour Detection
32.A New Retraction for Accelerating the Riemannian Three-Factor Low-Rank Matrix Completion Algorithm
33.Salient Object Subitizing
34.Semantic Alignment of LiDAR Data at City Scale
35.Human Action Segmentation With Hierarchical Supervoxel Consistency
36.Automatic Construction Of Robust Spherical Harmonic Subspaces
37.Heat Diffusion Over Weighted Manifolds: A New Descriptor for Textured 3D Non-Rigid Shapes
38.Exploiting Uncertainty in Regression Forests for Accurate Camera Relocalization
39.Propagated Image Filtering
40.Subgraph Decomposition for Multi-Target Tracking
41.Attributes and Categories for Generic Instance Search From One Example
42.Joint Vanishing Point Extraction and Tracking
43.Displets: Resolving Stereo Ambiguities Using Object Knowledge
44.Pedestrian Detection Aided by Deep Learning Semantic Tasks
45.Going Deeper With Convolutions
46.A Statistical Model of Riemannian Metric Variation for Deformable Shape Analysis
47.Depth From Focus With Your Mobile Phone
48.Video Event Recognition With Deep Hierarchical Context Model
49.Building Proteins in a Day: Efficient 3D Molecular Reconstruction
50.Learning Scene-Specific Pedestrian Detectors Without Real Data
论文 概要
51.One-Day Outdoor Photometric Stereo via Skylight Estimation
52.Background Subtraction via Generalized Fused Lasso Foreground Modeling
53.Unconstrained 3D Face Reconstruction
54.Small-Variance Nonparametric Clustering on the Hypersphere
55.Best-Buddies Similarity for Robust Template Matching
56.Computing the Stereo Matching Cost With a Convolutional Neural Network
57.Texture Representations for Image and Video Synthesis
58.Traditional Saliency Reloaded: A Good Old Model in New Shape
59.Latent Trees for Estimating Intensity of Facial Action Units
60.Recognize Complex Events From Static Images by Fusing Deep Channels
61.An Efficient Volumetric Framework for Shape Tracking
62.Transferring a Semantic Representation for Person Re-Identification and Search
63.Improving Object Proposals With Multi-Thresholding Straddling Expansion
64.Book2Movie: Aligning Video Scenes With Book Chapters
65.Representing 3D Texture on Mesh Manifolds for Retrieval and Recognition Applications
66.A Flexible Tensor Block Coordinate Ascent Scheme for Hypergraph Matching
67.Query-Adaptive Late Fusion for Image Search and Person Re-Identification
68.From Captions to Visual Concepts and Back
69.Unsupervised Object Discovery and Localization in the Wild: Part-Based Matching With Bottom-Up Region Proposals
70.A Mixed Bag of Emotions: Model, Predict, and Transfer Emotion Distributions
71.Indoor Scene Structure Analysis for Single Image Depth Estimation
72.Designing Deep Networks for Surface Normal Estimation
73.From Image-Level to Pixel-Level Labeling With Convolutional Networks
74.Hierarchical Recurrent Neural Network for Skeleton Based Action Recognition
75.Revisiting Kernelized Locality-Sensitive Hashing for Improved Large-Scale Image Retrieval
76.Evaluation of Output Embeddings for Fine-Grained Image Classification
77.Domain-Size Pooling in Local Descriptors: DSP-SIFT
78.Learning Descriptors for Object Recognition and 3D Pose Estimation
79.Event-Driven Stereo Matching for Real-Time 3D Panoramic Vision
80.Efficient Label Collection for Unlabeled Image Datasets
81.Image Segmentation in Twenty Questions
82.Beyond Gaussian Pyramid: Multi-Skip Feature Stacking for Action Recognition
83.Semantic Object Segmentation via Detection in Weakly Labeled Video
84.Understanding Classifier Errors by Examining Influential Neighbors
85.Fusing Subcategory Probabilities for Texture Classification
86.Local High-Order Regularization on Data Manifolds
87.Uncalibrated Photometric Stereo Based on Elevation Angle Recovery From BRDF Symmetry of Isotropic Materials
88.Fast and Accurate Image Upscaling With Super-Resolution Forests
89.Discriminative Learning of Iteration-Wise Priors for Blind Deconvolution
90.Generalized Deformable Spatial Pyramid: Geometry-Preserving Dense Correspondence Estimation
91.Large-Scale Damage Detection Using Satellite Imagery
92.Efficient and Accurate Approximations of Nonlinear Convolutional Networks
93.Practical Robust Two-View Translation Estimation
94.Prediction of Search Targets From Fixations in Open-World Settings
95.PAIGE: PAirwise Image Geometry Encoding for Improved Efficiency in Structure-From-Motion
96.Superpixel-Based Video Object Segmentation Using Perceptual Organization and Location Prior
97.A Multi-Plane Block-Coordinate Frank-Wolfe Algorithm for Training Structural SVMs With a Costly Max-Oracle
98.Efficient Illuminant Estimation for Color Constancy Using Grey Pixels
99.Robust Reconstruction of Indoor Scenes
100.Low-Level Vision by Consensus in a Spatial Hierarchy of Regions
论文 概要
101.Saliency Detection via Cellular Automata
102.Inferring 3D Layout of Building Facades From a Single Image
103.Deeply Learned Attributes for Crowded Scene Understanding
104.Direct Structure Estimation for 3D Reconstruction
105.Hardware Compliant Approximate Image Codes
106.Efficient Globally Optimal Consensus Maximisation With Tree Search
107.Effective Learning-Based Illuminant Estimation Using Simple Features
108.Understanding Deep Image Representations by Inverting Them
109.Fine-Grained Visual Categorization via Multi-Stage Metric Learning
110.Detector Discovery in the Wild: Joint Multiple Instance and Representation Learning
111.Data-Driven Depth Map Refinement via Multi-Scale Sparse Representation
112.On the Minimal Problems of Low-Rank Matrix Factorization
113.Time-to-Contact From Image Intensity
114.Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization
115.Active Pictorial Structures
116.CIDEr: Consensus-Based Image Description Evaluation
117.Self Scaled Regularized Robust Regression
118.Parsing Occluded People by Flexible Compositions
119.Learning With Dataset Bias in Latent Subcategory Models
120.Segment Based 3D Object Shape Priors
121.Single Target Tracking Using Adaptive Clustered Decision Trees and Dynamic Multi-Level Appearance Models
122.Fusion Moves for Correlation Clustering
123.Cross-Age Face Verification by Coordinating With Cross-Face Age Verification
124.Beyond the Shortest Path : Unsupervised Domain Adaptation by Sampling Subspaces Along the Spline Flow
125.Object Proposal by Multi-Branch Hierarchical Segmentation
126.Web-Scale Training for Face Identification
127.An Approximate Shading Model for Object Relighting
128.Image Denoising via Adaptive Soft-Thresholding Based on Non-Local Samples
129.Real-Time Part-Based Visual Tracking via Adaptive Correlation Filters
130.Deep Correlation for Matching Images and Text
131.Photometric Refinement of Depth Maps for Multi-Albedo Objects
132.Object-Based RGBD Image Co-Segmentation With Mutex Constraint
133.Real-Time Coarse-to-Fine Topologically Preserving Segmentation
134.Joint Tracking and Segmentation of Multiple Targets
135.Delving Into Egocentric Actions
136.Multi-Instance Object Segmentation With Occlusion Handling
137.Robust Image Filtering Using Joint Static and Dynamic Guidance
138.FlowWeb: Joint Image Set Alignment by Weaving Consistent, Pixel-Wise Correspondences
139.High-Fidelity Pose and Expression Normalization for Face Recognition in the Wild
140.Modeling Local and Global Deformations in Deep Learning: Epitomic Convolution, Multiple Instance Learning, and Sliding Window Detection
141.Watch-n-Patch: Unsupervised Understanding of Actions and Relations
142.A Weighted Sparse Coding Framework for Saliency Detection
143.Encoding Based Saliency Detection for Videos and Images
144.Robust Large Scale Monocular Visual SLAM
145.Becoming the Expert - Interactive Multi-Class Machine Teaching
146.Joint Photo Stream and Blog Post Summarization and Exploration
147.Learning to Segment Moving Objects in Videos
148.Efficient ConvNet-Based Marker-Less Motion Capture in General Scenes With a Low Number of Cameras
149.How Many Bits Does it Take for a Stimulus to Be Salient?
150.Spherical Embedding of Inlier Silhouette Dissimilarities
论文 概要
151.A Stable Multi-Scale Kernel for Topological Machine Learning
152.Privacy Preserving Optics for Miniature Vision Sensors
153.Recovering Inner Slices of Translucent Objects by Multi-Frequency Illumination
154.Person Count Localization in Videos From Noisy Foreground and Detections
155.Toward User-Specific Tracking by Detection of Human Shapes in Multi-Cameras
156.Pooled Motion Features for First-Person Videos
157.DynamicFusion: Reconstruction and Tracking of Non-Rigid Scenes in Real-Time
158.Depth Camera Tracking With Contour Cues
159.Action Recognition With Trajectory-Pooled Deep-Convolutional Descriptors
160.Heteroscedastic Max-Min Distance Analysis
161.Image Partitioning Into Convex Polygons
162.KL Divergence Based Agglomerative Clustering for Automated Vitiligo Grading
163.Simultaneous Pose and Non-Rigid Shape With Particle Dynamics
164.A Dynamic Convolutional Layer for Short Range Weather Prediction
165.24_7 Place Recognition by View Synthesis
166.Coarse-To-Fine Region Selection and Matching
167.Shape-Based Automatic Detection of a Large Number of 3D Facial Landmarks
168.Robust Regression on Image Manifolds for Ordered Label Denoising
169.Online Sketching Hashing
170.Small Instance Detection by Integer Programming on Object Density Maps
171.Efficient Object Localization Using Convolutional Networks
172.Modeling Video Evolution for Action Recognition
173.Deep Roto-Translation Scattering for Object Classification
174.Mirror, Mirror on the Wall, Tell Me, Is the Error Small?
175.A Discriminative CNN Video Representation for Event Detection
176.Combination Features and Models for Human Detection
177.Maximum Persistency via Iterative Relaxed Inference With Graphical Models
178.Modeling Object Appearance Using Context-Conditioned Component Analysis
179.Interleaved Text_Image Deep Mining on a Very Large-Scale Radiology Database
180.From Categories to Subcategories: Large-Scale Image Classification With Partial Class Label Refinement
181.Towards Unified Depth and Semantic Prediction From a Single Image
182.Rotating Your Face Using Multi-Task Deep Neural Network
183.Matrix Completion for Resolving Label Ambiguity
184.Fast and Flexible Convolutional Sparse Coding
185.A Dataset for Movie Description
186.Discovering States and Transformations in Image Collections
187.Nested Motion Descriptors
188.DeepEdge: A Multi-Scale Bifurcated Deep Network for Top-Down Contour Detection
189.Finding Action Tubes
190.Modeling Deformable Gradient Compositions for Single-Image Super-Resolution
191.3D Reconstruction in the Presence of Glasses by Acoustic and Stereo Fusion
192.Pairwise Geometric Matching for Large-Scale Object Retrieval
193.SUN RGB-D: A RGB-D Scene Understanding Benchmark Suite
194.Cascaded Hand Pose Regression
195.Multiple Random Walkers and Their Application to Image Cosegmentation
196.Solving Multiple Square Jigsaw Puzzles With Missing Pieces
197.3D All The Way: Semantic Segmentation of Urban Scenes From Start to End in 3D
198.Deep LAC: Deep Localization, Alignment and Classification for Fine-Grained Recognition
199.End-to-End Integration of a Convolution Network, Deformable Parts Model and Non-Maximum Suppression
200.Tree Quantization for Large-Scale Similarity Search and Classification
论文 概要
201.Learning to Detect Motion Boundaries
202.Learning Semantic Relationships for Better Action Retrieval in Images
203.Structured Sparse Subspace Clustering: A Unified Optimization Framework
204.Deep Filter Banks for Texture Recognition and Segmentation
205.Non-Rigid Registration of Images With Geometric and Photometric Deformation by Using Local Affine Fourier-Moment Matching
206.Learning to Propose Objects
207.A Maximum Entropy Feature Descriptor for Age Invariant Face Recognition
208.Watch and Learn: Semi-Supervised Learning for Object Detectors From Video
209.Deep Visual-Semantic Alignments for Generating Image Descriptions
210.Layered RGBD Scene Flow Estimation
211.A Geodesic-Preserving Method for Image Warping
212.Fast Bilateral-Space Stereo for Synthetic Defocus
213.Fast and Robust Hand Tracking Using Detection-Guided Optimization
214.Situational Object Boundary Detection
215.ConceptLearner: Discovering Visual Concepts From Weakly Labeled Image Collections
216.Semi-Supervised Low-Rank Mapping Learning for Multi-Label Classification
217.Statistical Inference Models for Image Datasets With Systematic Variations
218.An Improved Deep Learning Architecture for Person Re-Identification
219.Fixation Bank: Learning to Reweight Fixation Candidates
220.Multispectral Pedestrian Detection: Benchmark Dataset and Baseline
221.Deep Neural Networks Are Easily Fooled: High Confidence Predictions for Unrecognizable Images
222.Robust Multi-Image Based Blind Face Hallucination
223.Curriculum Learning of Multiple Tasks
224.Co-Saliency Detection via Looking Deep and Wide
225.Robust Multiple Homography Estimation: An Ill-Solved Problem
226.DEEP-CARVING: Discovering Visual Attributes by Carving Deep Neural Nets
227.Deep Hierarchical Parsing for Semantic Segmentation
228.On the Relationship Between Visual Attributes and Convolutional Networks
229.Deep Hashing for Compact Binary Codes Learning
230.Superpixel Meshes for Fast Edge-Preserving Surface Reconstruction
231.Understanding Image Virality
232.Cross-Scene Crowd Counting via Deep Convolutional Neural Networks
233.Finding Distractors In Images
234.Computationally Bounded Retrieval
235.PatchCut: Data-Driven Object Segmentation via Local Shape Transfer
236.Absolute Pose for Cameras Under Flat Refractive Interfaces
237.Beyond Mahalanobis Metric: Cayley-Klein Metric Learning
238.Flying Objects Detection From a Single Moving Camera
239.Zero-Shot Object Recognition by Semantic Manifold Distance
240.Best of Both Worlds: Human-Machine Collaboration for Object Annotation
241.In Defense of Color-Based Model-Free Tracking
242.Mid-Level Deep Pattern Mining
243.Oriented Edge Forests for Boundary Detection
244.Appearance-Based Gaze Estimation in the Wild
245.Learning Multiple Visual Tasks While Discovering Their Structure
246.Deep Sparse Representation for Robust Image Registration
247.Bayesian Sparse Representation for Hyperspectral Image Super Resolution
248.Learning Graph Structure for Multi-Label Image Classification via Clique Generation
249.Handling Motion Blur in Multi-Frame Super-Resolution
250.Deformable Part Models are Convolutional Neural Networks
论文 概要
251.Temporally Coherent Interpretations for Long Videos Using Pattern Theory
252.Depth From Shading, Defocus, and Correspondence Using Light-Field Angular Coherence
253.Data-Driven Sparsity-Based Restoration of JPEG-Compressed Images in Dual Transform-Pixel Domain
254.How Do We Use Our Hands? Discovering a Diverse Set of Common Grasps
255.Accurate Depth Map Estimation From a Lenslet Light Field Camera
256.Scene Classification With Semantic Fisher Vectors
257.Supervised Descriptor Learning for Multi-Output Regression
258.Inverting RANSAC: Global Model Detection via Inlier Rate Estimation
259.Fast Action Proposals for Human Action Detection and Search
260.Web Scale Photo Hash Clustering on A Single Machine
261.Classifier Learning With Hidden Information
262.Show and Tell: A Neural Image Caption Generator
263.Complexity-Adaptive Distance Metric for Object Proposals Generation
264.Beyond Spatial Pooling: Fine-Grained Representation Learning in Multiple Domains
265.Blind Optical Aberration Correction by Exploring Geometric and Visual Priors
266.Rolling Shutter Motion Deblurring
267.Correlation Filters With Limited Boundaries
268.The k-Support Norm and Convex Envelopes of Cardinality and Rank
269.A Novel Locally Linear KNN Model for Visual Recognition
270.Hashing With Binary Autoencoders
271.Continuous Visibility Feature
272.Sparse Composite Quantization
273.Embedded Phase Shifting: Robust Phase Shifting With Embedded Signals
274.UniHIST: A Unified Framework for Image Restoration With Marginal Histogram Constraints
275.Leveraging Stereo Matching With Learning-Based Confidence Measures
276.Shape Driven Kernel Adaptation in Convolutional Neural Network for Robust Facial Traits Recognition
277.Active Sample Selection and Correction Propagation on a Gradually-Augmented Graph
278.Sparse Representation Classification With Manifold Constraints Transfer
279.Superpixel Segmentation Using Linear Spectral Clustering
280.Hierarchically-Constrained Optical Flow
281.Three Viewpoints Toward Exemplar SVM
282.Label Consistent Quadratic Surrogate Model for Visual Saliency Prediction
283.3D Model-Based Continuous Emotion Recognition
284.Joint Patch and Multi-Label Learning for Facial Action Unit Detection
285.EpicFlow: Edge-Preserving Interpolation of Correspondences for Optical Flow
286.Efficient Parallel Optimization for Potts Energy With Hierarchical Fusion
287.Associating Neural Word Embeddings With Deep Image Representations Using Fisher Vectors
288.Predicting Eye Fixations Using Convolutional Neural Networks
289.Learning Similarity Metrics for Dynamic Scene Segmentation
290.Intra-Frame Deblurring by Leveraging Inter-Frame Camera Motion
291.The Stitched Puppet: A Graphical Model of 3D Human Shape and Pose
292.A MRF Shape Prior for Facade Parsing With Occlusions
293.Deep Domain Adaptation for Describing People Based on Fine-Grained Clothing Attributes
294.Feedforward Semantic Segmentation With Zoom-Out Features
295.Sense Discovery via Co-Clustering on Images and Text
296.Light Field Layer Matting
297.Semantics-Preserving Hashing for Cross-View Retrieval
298.L0TV: A New Method for Image Restoration in the Presence of Impulse Noise
299.From Dictionary of Visual Words to Subspaces: Locality-Constrained Affine Subspace Coding
300.GRSA: Generalized Range Swap Algorithm for the Efficient Optimization of MRFs

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论文 概要
301.Random Tree Walk Toward Instantaneous 3D Human Pose Estimation
302.DevNet: A Deep Event Network for Multimedia Event Detection and Evidence Recounting
303.Transformation-Invariant Convolutional Jungles
304.Depth Image Enhancement Using Local Tangent Plane Approximations
305.Graph-Based Simplex Method for Pairwise Energy Minimization With Binary Variables
306.Learning To Look Up: Realtime Monocular Gaze Correction Using Machine Learning
307.Matching Bags of Regions in RGBD images
308.A Graphical Model Approach for Matching Partial Signatures
309.Virtual View Networks for Object Reconstruction
310.Unconstrained Realtime Facial Performance Capture
311.Space-Time Tree Ensemble for Action Recognition
312.Understanding Pedestrian Behaviors From Stationary Crowd Groups
313.Landmarks-Based Kernelized Subspace Alignment for Unsupervised Domain Adaptation
314.Early Burst Detection for Memory-Efficient Image Retrieval
315.Real-Time 3D Head Pose and Facial Landmark Estimation From Depth Images Using Triangular Surface Patch Features
316.Learning to Compare Image Patches via Convolutional Neural Networks
317.A Fast Algorithm for Elastic Shape Distances Between Closed Planar Curves