Computer Vision Reading Group

7月 16, 2017

Object detection in CVPR2017

cvpr2017

detector

  1. Accurate Single Stage Detector Using Recurrent Rolling Convolution paper
  2. Training Object Class Detectors With Click Supervision paper
  3. Self-Learning Scene-Specific Pedestrian Detectors Using a Progressive Latent Model paper
  4. EAST: An Efficient and Accurate Scene Text Detector paper
  5. Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors
  6. What Is and What Is Not a Salient Object? Learning Salient Object Detector by Ensembling Linear Exemplar Regressors
  7. Expecting the Unexpected: Training Detectors for Unusual Pedestrians With Adversarial Imposters
  8. Learning Discriminative and Transformation Covariant Local Feature Detectors

detection

  1. SRN: Side-output Residual Network for Object Symmetry Detection in the Wild
  2. Amodal Detection of 3D Objects: Inferring 3D Bounding Boxes From 2D Ones in RGB-Depth Images
  3. Transition Forests: Learning Discriminative Temporal Transitions for Action Recognition and Detection
  4. Deep Level Sets for Salient Object Detection
  5. Spatially-Varying Blur Detection Based on Multiscale Fused and Sorted Transform Coefficients of Gradient Magnitudes
  6. Object Detection in Videos With Tubelet Proposal Networks
  7. Feature Pyramid Networks for Object Detection
  8. Fast Boosting Based Detection Using Scale Invariant Multimodal Multiresolution Filtered Features
  9. Temporal Convolutional Networks for Action Segmentation and Detection
  10. Discriminative Bimodal Networks for Visual Localization and Detection With Natural Language Queries
  11. Interspecies Knowledge Transfer for Facial Keypoint Detection
  12. Deep Joint Rain Detection and Removal From a Single Image
  13. CASENet: Deep Category-Aware Semantic Edge Detection
  14. Image Splicing Detection via Camera Response Function Analysis
  15. Scale-Aware Face Detection
  16. Perceptual Generative Adversarial Networks for Small Object Detection
  17. Predictive-Corrective Networks for Action Detection (project, abstract, PDF)
  18. Unified Embedding and Metric Learning for Zero-Exemplar Event Detection
  19. A-Fast-RCNN: Hard Positive Generation via Adversary for Object Detection (PDF)
  20. Multiple Instance Detection Network With Online Instance Classifier Refinement
  21. Visual Translation Embedding Network for Visual Relation Detection
  22. SCC: Semantic Context Cascade for Efficient Action Detection
  23. End-To-End Concept Word Detection for Video Captioning, Retrieval, and Question Answering
  24. Joint Detection and Identification Feature Learning for Person Search
  25. Deep Matching Prior Network: Toward Tighter Multi-Oriented Text Detection
  26. Visual-Inertial-Semantic Scene Representation for 3D Object Detection
  27. A Deep Regression Architecture With Two-Stage Re-Initialization for High Performance Facial Landmark Detection
  28. Quad-Networks: Unsupervised Learning to Rank for Interest Point Detection
  29. Polyhedral Conic Classifiers for Visual Object Detection and Classification
  30. Incremental Kernel Null Space Discriminant Analysis for Novelty Detection
  31. Straight to Shapes: Real-Time Detection of Encoded Shapes
  32. Learning Cross-Modal Deep Representations for Robust Pedestrian Detection
  33. Spatio-Temporal Self-Organizing Map Deep Network for Dynamic Object Detection From Videos
  34. Provable Self-Representation Based Outlier Detection in a Union of Subspaces
  35. Deep Variation-Structured Reinforcement Learning for Visual Relationship and Attribute Detection
  36. CityPersons: A Diverse Dataset for Pedestrian Detection
  37. Hand Keypoint Detection in Single Images Using Multiview Bootstrapping
  38. Minimum Delay Moving Object Detection
  39. Weakly Supervised Affordance Detection
  40. RON: Reverse Connection With Objectness Prior Networks for Object Detection
  41. Deeply Supervised Salient Object Detection With Short Connections
  42. Simultaneous Facial Landmark Detection, Pose and Deformation Estimation Under Facial Occlusion
  43. Joint Gap Detection and Inpainting of Line Drawings
  44. MCMLSD: A Dynamic Programming Approach to Line Segment Detection
  45. Richer Convolutional Features for Edge Detection
  46. What Can Help Pedestrian Detection?
  47. UntrimmedNets for Weakly Supervised Action Recognition and Detection
  48. Multi-View 3D Object Detection Network for Autonomous Driving
  49. Non-Local Deep Features for Salient Object Detection
  50. Unsupervised Vanishing Point Detection and Camera Calibration From a Single Manhattan Image With Radial Distortion
  51. Action Unit Detection With Region Adaptation, Multi-Labeling Learning and Optimal Temporal Fusing
  52. Mimicking Very Efficient Network for Object Detection
  53. Learning Detection With Diverse Proposals
  54. YouTube-BoundingBoxes: A Large High-Precision Human-Annotated Data Set for Object Detection in Video
posted at 07:44  ·   ·  detection  cvpr