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 |
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 |