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(十:2020.08.28)CVPR 2018 追踪之论文纲要(译)

CVPR 2018 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979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
1.2D_3D Pose Estimation and Action Recognition Using Multitask Deep Learning
2.3D Human Pose Estimation in the Wild by Adversarial Learning
3.3D Human Sensing, Action and Emotion Recognition in Robot Assisted Therapy of Children With Autism
4.3D Object Detection With Latent Support Surfaces
5.3D Pose Estimation and 3D Model Retrieval for Objects in the Wild
6.3D-RCNN: Instance-Level 3D Object Reconstruction via Render-and-Compare
7.3D Registration of Curves and Surfaces Using Local Differential Information
8.3D Semantic Segmentation With Submanifold Sparse Convolutional Networks
9.3D Semantic Trajectory Reconstruction From 3D Pixel Continuum
10.4DFAB: A Large Scale 4D Database for Facial Expression Analysis and Biometric Applications
11.4D Human Body Correspondences From Panoramic Depth Maps
12.A2-RL: Aesthetics Aware Reinforcement Learning for Image Cropping
13.A Bi-Directional Message Passing Model for Salient Object Detection
14.A Biresolution Spectral Framework for Product Quantization
15.A Causal And-Or Graph Model for Visibility Fluent Reasoning in Tracking Interacting Objects
16.Accurate and Diverse Sampling of Sequences Based on a “Best of Many” Sample Objective
17.A Certifiably Globally Optimal Solution to the Non-Minimal Relative Pose Problem
18.A Closer Look at Spatiotemporal Convolutions for Action Recognition
19.A Common Framework for Interactive Texture Transfer
20.A Constrained Deep Neural Network for Ordinal Regression
21.Action Sets: Weakly Supervised Action Segmentation Without Ordering Constraints
22.Active Fixation Control to Predict Saccade Sequences
23.Actor and Action Video Segmentation From a Sentence
24.Actor and Observer: Joint Modeling of First and Third-Person Videos
25.AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation
26.A Deeper Look at Power Normalizations
27.Adversarial Complementary Learning for Weakly Supervised Object Localization
28.Adversarial Data Programming: Using GANs to Relax the Bottleneck of Curated Labeled Data
29.Adversarial Feature Augmentation for Unsupervised Domain Adaptation
30.Adversarially Learned One-Class Classifier for Novelty Detection
31.Adversarially Occluded Samples for Person Re-Identification
32.A Face-to-Face Neural Conversation Model
33.A Fast Resection-Intersection Method for the Known Rotation Problem
34.A Generative Adversarial Approach for Zero-Shot Learning From Noisy Texts
35.A Hierarchical Generative Model for Eye Image Synthesis and Eye Gaze Estimation
36.A High-Quality Denoising Dataset for Smartphone Cameras
37.A Hybrid l1-l0 Layer Decomposition Model for Tone Mapping
38.Aligning Infinite-Dimensional Covariance Matrices in Reproducing Kernel Hilbert Spaces for Domain Adaptation
39.Alive Caricature From 2D to 3D
40.A Low Power, High Throughput, Fully Event-Based Stereo System
41.Alternating-Stereo VINS: Observability Analysis and Performance Evaluation
42.A Memory Network Approach for Story-Based Temporal Summarization of 360deg Videos
43.A Minimalist Approach to Type-Agnostic Detection of Quadrics in Point Clouds
44.AMNet: Memorability Estimation With Attention
45.Analysis of Hand Segmentation in the Wild
46.Analytical Modeling of Vanishing Points and Curves in Catadioptric Cameras
47.Analytic Expressions for Probabilistic Moments of PL-DNN With Gaussian Input
48.Analyzing Filters Toward Efficient ConvNet
49.An Analysis of Scale Invariance in Object Detection SNIP
50.Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation
论文 概要
51.An Efficient and Provable Approach for Mixture Proportion Estimation Using Linear Independence Assumption
52.An End-to-End TextSpotter With Explicit Alignment and Attention
53.A Network Architecture for Point Cloud Classification via Automatic Depth Images Generation
54.A Neural Multi-Sequence Alignment TeCHnique (NeuMATCH)
55.Anticipating Traffic Accidents With Adaptive Loss and Large-Scale Incident DB
56.An Unsupervised Learning Model for Deformable Medical Image Registration
57.AON: Towards Arbitrarily-Oriented Text Recognition
58.A Papier-Mache Approach to Learning 3D Surface Generation
59.A Perceptual Measure for Deep Single Image Camera Calibration
60.Aperture Supervision for Monocular Depth Estimation
61.A PID Controller Approach for Stochastic Optimization of Deep Networks
62.A Pose-Sensitive Embedding for Person Re-Identification With Expanded Cross Neighborhood Re-Ranking
63.Appearance-and-Relation Networks for Video Classification
64.A Prior-Less Method for Multi-Face Tracking in Unconstrained Videos
65.Arbitrary Style Transfer With Deep Feature Reshuffle
66.A Revised Underwater Image Formation Model
67.Are You Talking to Me? Reasoned Visual Dialog Generation Through Adversarial Learning
68.A Robust Method for Strong Rolling Shutter Effects Correction Using Lines With Automatic Feature Selection
69.Art of Singular Vectors and Universal Adversarial Perturbations
70.Attend and Interact: Higher-Order Object Interactions for Video Understanding
71.Attentional ShapeContextNet for Point Cloud Recognition
72.Attention-Aware Compositional Network for Person Re-Identification
73.Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification
74.Attentive Fashion Grammar Network for Fashion Landmark Detection and Clothing Category Classification
75.Attentive Generative Adversarial Network for Raindrop Removal From a Single Image
76.AttnGAN: Fine-Grained Text to Image Generation With Attentional Generative Adversarial Networks
77.A Twofold Siamese Network for Real-Time Object Tracking
78.A Two-Step Disentanglement Method
79.Audio to Body Dynamics
80.Augmented Skeleton Space Transfer for Depth-Based Hand Pose Estimation
81.Augmenting Crowd-Sourced 3D Reconstructions Using Semantic Detections
82.A Unifying Contrast Maximization Framework for Event Cameras, With Applications to Motion, Depth, and Optical Flow Estimation
83.Automatic 3D Indoor Scene Modeling From Single Panorama
84.AVA: A Video Dataset of Spatio-Temporally Localized Atomic Visual Actions
85.A Variational U-Net for Conditional Appearance and Shape Generation
86.Avatar-Net: Multi-Scale Zero-Shot Style Transfer by Feature Decoration
87.A Weighted Sparse Sampling and Smoothing Frame Transition Approach for Semantic Fast-Forward First-Person Videos
88.Baseline Desensitizing in Translation Averaging
89.Benchmarking 6DOF Outdoor Visual Localization in Changing Conditions
90.Between-Class Learning for Image Classification
91.Beyond Grobner Bases: Basis Selection for Minimal Solvers
92.Beyond Holistic Object Recognition: Enriching Image Understanding With Part States
93.Beyond the Pixel-Wise Loss for Topology-Aware Delineation
94.Beyond Trade-Off: Accelerate FCN-Based Face Detector With Higher Accuracy
95.Bidirectional Attentive Fusion With Context Gating for Dense Video Captioning
96.Bidirectional Retrieval Made Simple
97.Bilateral Ordinal Relevance Multi-Instance Regression for Facial Action Unit Intensity Estimation
98.Blazingly Fast Video Object Segmentation With Pixel-Wise Metric Learning
99.Blind Predicting Similar Quality Map for Image Quality Assessment
100.BlockDrop: Dynamic Inference Paths in Residual Networks
论文 概要
101.Boosting Adversarial Attacks With Momentum
102.Boosting Domain Adaptation by Discovering Latent Domains
103.Boosting Self-Supervised Learning via Knowledge Transfer
104.Bootstrapping the Performance of Webly Supervised Semantic Segmentation
105.Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering
106.Boundary Flow: A Siamese Network That Predicts Boundary Motion Without Training on Motion
107.BPGrad: Towards Global Optimality in Deep Learning via Branch and Pruning
108.Burst Denoising With Kernel Prediction Networks
109.Camera Pose Estimation With Unknown Principal Point
110.Camera Style Adaptation for Person Re-Identification
111.Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet?
112.CarFusion: Combining Point Tracking and Part Detection for Dynamic 3D Reconstruction of Vehicles
113.CartoonGAN: Generative Adversarial Networks for Photo Cartoonization
114.Cascaded Pyramid Network for Multi-Person Pose Estimation
115.Cascade R-CNN: Delving Into High Quality Object Detection
116.Categorizing Concepts With Basic Level for Vision-to-Language
117.CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation
118.Classification-Driven Dynamic Image Enhancement
119.Classifier Learning With Prior Probabilities for Facial Action Unit Recognition
120.ClcNet: Improving the Efficiency of Convolutional Neural Network Using Channel Local Convolutions
121.CleanNet: Transfer Learning for Scalable Image Classifier Training With Label Noise
122.CLEAR: Cumulative LEARning for One-Shot One-Class Image Recognition
123.Clinical Skin Lesion Diagnosis Using Representations Inspired by Dermatologist Criteria
124.CLIP-Q: Deep Network Compression Learning by In-Parallel Pruning-Quantization
125.ClusterNet: Detecting Small Objects in Large Scenes by Exploiting Spatio-Temporal Information
126.CNN Based Learning Using Reflection and Retinex Models for Intrinsic Image Decomposition
127.CNN Driven Sparse Multi-Level B-Spline Image Registration
128.CNN in MRF: Video Object Segmentation via Inference in a CNN-Based Higher-Order Spatio-Temporal MRF
129.COCO-Stuff: Thing and Stuff Classes in Context
130.CodeSLAM – Learning a Compact, Optimisable Representation for Dense Visual SLAM
131.Coding Kendall’s Shape Trajectories for 3D Action Recognition
132.Collaborative and Adversarial Network for Unsupervised Domain Adaptation
133.Compare and Contrast: Learning Prominent Visual Differences
134.Compassionately Conservative Balanced Cuts for Image Segmentation
135.Compressed Video Action Recognition
136.CondenseNet: An Efficient DenseNet Using Learned Group Convolutions
137.Conditional Generative Adversarial Network for Structured Domain Adaptation
138.Conditional Image-to-Image Translation
139.Conditional Probability Models for Deep Image Compression
140.Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images
141.Consensus Maximization for Semantic Region Correspondences
142.Content-Sensitive Supervoxels via Uniform Tessellations on Video Manifolds
143.Context-Aware Deep Feature Compression for High-Speed Visual Tracking
144.Context-Aware Synthesis for Video Frame Interpolation
145.Context Contrasted Feature and Gated Multi-Scale Aggregation for Scene Segmentation
146.Context Embedding Networks
147.Context Encoding for Semantic Segmentation
148.Continuous Relaxation of MAP Inference: A Nonconvex Perspective
149.Controllable Video Generation With Sparse Trajectories
150.Convolutional Image Captioning
论文 概要
151.Convolutional Neural Networks With Alternately Updated Clique
152.Convolutional Sequence to Sequence Model for Human Dynamics
153.Correlation Tracking via Joint Discrimination and Reliability Learning
154.CosFace: Large Margin Cosine Loss for Deep Face Recognition
155.Coupled End-to-End Transfer Learning With Generalized Fisher Information
156.Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning
157.Creating Capsule Wardrobes From Fashion Images
158.Cross-Dataset Adaptation for Visual Question Answering
159.Cross-Domain Self-Supervised Multi-Task Feature Learning Using Synthetic Imagery
160.Cross-Domain Weakly-Supervised Object Detection Through Progressive Domain Adaptation
161.Cross-Modal Deep Variational Hand Pose Estimation
162.Cross-View Image Synthesis Using Conditional GANs
163.Crowd Counting via Adversarial Cross-Scale Consistency Pursuit
164.Crowd Counting With Deep Negative Correlation Learning
165.CRRN: Multi-Scale Guided Concurrent Reflection Removal Network
166.CSGNet: Neural Shape Parser for Constructive Solid Geometry
167.CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes
168.Cube Padding for Weakly-Supervised Saliency Prediction in 360deg Videos
169.Curve Reconstruction via the Global Statistics of Natural Curves
170.Customized Image Narrative Generation via Interactive Visual Question Generation and Answering
171.CVM-Net: Cross-View Matching Network for Image-Based Ground-to-Aerial Geo-Localization
172.DA-GAN: Instance-Level Image Translation by Deep Attention Generative Adversarial Networks
173.Data Distillation: Towards Omni-Supervised Learning
174.DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks
175.DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density Estimation
176.Decorrelated Batch Normalization
177.Decoupled Networks
178.Deep Adversarial Metric Learning
179.Deep Adversarial Subspace Clustering
180.Deep Back-Projection Networks for Super-Resolution
181.Deep Cauchy Hashing for Hamming Space Retrieval
182.Deep Cocktail Network: Multi-Source Unsupervised Domain Adaptation With Category Shift
183.Deep Cost-Sensitive and Order-Preserving Feature Learning for Cross-Population Age Estimation
184.Deep Cross-Media Knowledge Transfer
185.Deep Density Clustering of Unconstrained Faces
186.Deep Depth Completion of a Single RGB-D Image
187.Deep Diffeomorphic Transformer Networks
188.Deep End-to-End Time-of-Flight Imaging
189.Deep Extreme Cut: From Extreme Points to Object Segmentation
190.Deep Face Detector Adaptation Without Negative Transfer or Catastrophic Forgetting
191.Deep Group-Shuffling Random Walk for Person Re-Identification
192.Deep Hashing via Discrepancy Minimization
193.Deep Image Prior
194.Deep Layer Aggregation
195.Deep Learning of Graph Matching
196.Deep Learning Under Privileged Information Using Heteroscedastic Dropout
197.Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-Scale Lesion Database
198.Deeply Learned Filter Response Functions for Hyperspectral Reconstruction
199.Deep Marching Cubes: Learning Explicit Surface Representations
200.Deep Material-Aware Cross-Spectral Stereo Matching
论文 概要
201.Deep Mutual Learning
202.DeepMVS: Learning Multi-View Stereopsis
203.Deep Ordinal Regression Network for Monocular Depth Estimation
204.Deep Parametric Continuous Convolutional Neural Networks
205.Deep Photo Enhancer: Unpaired Learning for Image Enhancement From Photographs With GANs
206.Deep Progressive Reinforcement Learning for Skeleton-Based Action Recognition
207.Deep Regression Forests for Age Estimation
208.Deep Reinforcement Learning of Region Proposal Networks for Object Detection
209.Deep Semantic Face Deblurring
210.Deep Sparse Coding for Invariant Multimodal Halle Berry Neurons
211.Deep Spatial Feature Reconstruction for Partial Person Re-Identification: Alignment-Free Approach
212.Deep Spatio-Temporal Random Fields for Efficient Video Segmentation
213.Deep Texture Manifold for Ground Terrain Recognition
214.Deep Unsupervised Saliency Detection: A Multiple Noisy Labeling Perspective
215.Deep Video Super-Resolution Network Using Dynamic Upsampling Filters Without Explicit Motion Compensation
216.DeepVoting: A Robust and Explainable Deep Network for Semantic Part Detection Under Partial Occlusion
217.Defense Against Adversarial Attacks Using High-Level Representation Guided Denoiser
218.Defense Against Universal Adversarial Perturbations
219.Deflecting Adversarial Attacks With Pixel Deflection
220.Defocus Blur Detection via Multi-Stream Bottom-Top-Bottom Fully Convolutional Network
221.Deformable GANs for Pose-Based Human Image Generation
222.Deformable Shape Completion With Graph Convolutional Autoencoders
223.Deformation Aware Image Compression
224.DeLS-3D: Deep Localization and Segmentation With a 3D Semantic Map
225.Demo2Vec: Reasoning Object Affordances From Online Videos
226.Dense 3D Regression for Hand Pose Estimation
227.DenseASPP for Semantic Segmentation in Street Scenes
228.Dense Decoder Shortcut Connections for Single-Pass Semantic Segmentation
229.Densely Connected Pyramid Dehazing Network
230.DensePose: Dense Human Pose Estimation in the Wild
231.Density Adaptive Point Set Registration
232.Density-Aware Single Image De-Raining Using a Multi-Stream Dense Network
233.Depth and Transient Imaging With Compressive SPAD Array Cameras
234.Depth-Aware Stereo Video Retargeting
235.Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals
236.Detach and Adapt: Learning Cross-Domain Disentangled Deep Representation
237.Detail-Preserving Pooling in Deep Networks
238.Detect-and-Track: Efficient Pose Estimation in Videos
239.Detect Globally, Refine Locally: A Novel Approach to Saliency Detection
240.Detecting and Recognizing Human-Object Interactions
241.Differential Attention for Visual Question Answering
242.Dimensionality’s Blessing: Clustering Images by Underlying Distribution
243.Direction-Aware Spatial Context Features for Shadow Detection
244.Direct Shape Regression Networks for End-to-End Face Alignment
245.Discovering Point Lights With Intensity Distance Fields
246.Discrete-Continuous ADMM for Transductive Inference in Higher-Order MRFs
247.Discriminability Objective for Training Descriptive Captions
248.Discriminative Learning of Latent Features for Zero-Shot Recognition
249.Disentangled Person Image Generation
250.Disentangling 3D Pose in a Dendritic CNN for Unconstrained 2D Face Alignment
论文 概要
251.Disentangling Factors of Variation by Mixing Them
252.Disentangling Features in 3D Face Shapes for Joint Face Reconstruction and Recognition
253.Disentangling Structure and Aesthetics for Style-Aware Image Completion
254.Distort-and-Recover: Color Enhancement Using Deep Reinforcement Learning
255.Distributable Consistent Multi-Object Matching
256.DiverseNet: When One Right Answer Is Not Enough
257.Diversity Regularized Spatiotemporal Attention for Video-Based Person Re-Identification
258.Divide and Conquer for Full-Resolution Light Field Deblurring
259.Divide and Grow: Capturing Huge Diversity in Crowd Images With Incrementally Growing CNN
260.Document Enhancement Using Visibility Detection
261.DocUNet: Document Image Unwarping via a Stacked U-Net
262.Domain Adaptive Faster R-CNN for Object Detection in the Wild
263.Domain Generalization With Adversarial Feature Learning
264.Don’t Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering
265.DOTA: A Large-Scale Dataset for Object Detection in Aerial Images
266.DoubleFusion: Real-Time Capture of Human Performances With Inner Body Shapes From a Single Depth Sensor
267.DS*: Tighter Lifting-Free Convex Relaxations for Quadratic Matching Problems*DS :针对二次匹配问题的更紧的免提凸松弛
268.Dual Attention Matching Network for Context-Aware Feature Sequence Based Person Re-Identification
269.Dual Skipping Networks
270.Duplex Generative Adversarial Network for Unsupervised Domain Adaptation
271.DVQA: Understanding Data Visualizations via Question Answering
272.Dynamic Feature Learning for Partial Face Recognition
273.Dynamic Few-Shot Visual Learning Without Forgetting
274.Dynamic Graph Generation Network: Generating Relational Knowledge From Diagrams
275.Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks
276.Dynamic-Structured Semantic Propagation Network
277.Dynamic Video Segmentation Network
278.Dynamic Zoom-In Network for Fast Object Detection in Large Images
279.Easy Identification From Better Constraints: Multi-Shot Person Re-Identification From Reference Constraints
280.Edit Probability for Scene Text Recognition
281.Efficient and Deep Person Re-Identification Using Multi-Level Similarity
282.Efficient Diverse Ensemble for Discriminative Co-Tracking
283.Efficient Interactive Annotation of Segmentation Datasets With Polygon-RNN++
284.Efficient Large-Scale Approximate Nearest Neighbor Search on OpenCL FPGA
285.Efficient Optimization for Rank-Based Loss Functions
286.Efficient Parametrization of Multi-Domain Deep Neural Networks
287.Efficient, Sparse Representation of Manifold Distance Matrices for Classical Scaling
288.Efficient Subpixel Refinement With Symbolic Linear Predictors
289.Efficient Video Object Segmentation via Network Modulation
290.Egocentric Activity Recognition on a Budget
291.Egocentric Basketball Motion Planning From a Single First-Person Image
292.Eliminating Background-Bias for Robust Person Re-Identification
293.Embodied Question Answering
294.Emotional Attention: A Study of Image Sentiment and Visual Attention
295.Empirical Study of the Topology and Geometry of Deep Networks
296.Encoding Crowd Interaction With Deep Neural Network for Pedestrian Trajectory Prediction
297.End-to-End Convolutional Semantic Embeddings
298.End-to-End Deep Kronecker-Product Matching for Person Re-Identification
299.End-to-End Dense Video Captioning With Masked Transformer
300.End-to-End Flow Correlation Tracking With Spatial-Temporal Attention

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论文 概要
301.End-to-End Learning of Keypoint Detector and Descriptor for Pose Invariant 3D Matching
302.End-to-End Learning of Motion Representation for Video Understanding
303.End-to-End Recovery of Human Shape and Pose
304.End-to-End Weakly-Supervised Semantic Alignment
305.Enhancing the Spatial Resolution of Stereo Images Using a Parallax Prior
306.Environment Upgrade Reinforcement Learning for Non-Differentiable Multi-Stage Pipelines
307.EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth From Light Field Images