Papers multi-view detection
“multi-view detection” 태그가 달린 논문 13편 · 필터 해제
Enhanced Multi-View Pedestrian Detection Using Probabilistic Occupancy Volume
Occlusion poses a significant challenge in pedestrian detection from a single view. To address this, multi-view detection systems have been utilized to aggregate information from multiple perspectives. Recent advances in…
3D Reconstructionmulti-view detectionPedestrian DetectionCaMuViD: Calibration-Free Multi-View Detection
Multi-view object detection in crowded environments presents significant challenges, particularly for occlusion management across multiple camera views. This paper introduces a novel approach that extends conventiona…
Camera CalibrationManagementmulti-view detectionObject+2Lifting Multi-View Detection and Tracking to the Bird's Eye View
Taking advantage of multi-view aggregation presents a promising solution to tackle challenges such as occlusion and missed detection in multi-object tracking and detection. Recent advancements in multi-view detection and…
3D Object RecognitionMulti-Object Trackingmulti-view detectionMultiview Detection+2Enhancing Multi-View Pedestrian Detection Through Generalized 3D Feature Pulling
The main challenge in multi-view pedestrian detection is integrating view-specific features into a unified space for comprehensive end-to-end perception. Prior multi-view detection methods have focused on projecting pers…
multi-view detectionMultiview DetectionPedestrian DetectionvalidEarlyBird: Early-Fusion for Multi-View Tracking in the Bird's Eye View
Multi-view aggregation promises to overcome the occlusion and missed detection challenge in multi-object detection and tracking. Recent approaches in multi-view detection and 3D object detection made a huge performance l…
3D Object DetectionMulti-Object Trackingmulti-view detectionMultiview Detection+2Two-level Data Augmentation for Calibrated Multi-view Detection
Data augmentation has proven its usefulness to improve model generalization and performance. While it is commonly applied in computer vision application when it comes to multi-view systems, it is rarely used. Indeed geom…
Data AugmentationHuman Detectionmulti-view detectionVocal Bursts Valence PredictionVoxelized 3D Feature Aggregation for Multiview Detection
Multi-view detection incorporates multiple camera views to alleviate occlusion in crowded scenes, where the state-of-the-art approaches adopt homography transformations to project multi-view features to the ground plane.…
multi-view detectionMultiview DetectionBringing Generalization to Deep Multi-View Pedestrian Detection
Multi-view Detection (MVD) is highly effective for occlusion reasoning in a crowded environment. While recent works using deep learning have made significant advances in the field, they have overlooked the generalization…
multi-view detectionMultiview DetectionPedestrian DetectionSimultaneous multi-view instance detection with learned geometric soft-constraints
We propose to jointly learn multi-view geometry and warping between views of the same object instances for robust cross-view object detection. What makes multi-view object instance detection difficult are strong changes …
multi-view detectionObjectobject-detectionObject DetectionMulti-view X-ray R-CNN
Motivated by the detection of prohibited objects in carry-on luggage as a part of avionic security screening, we develop a CNN-based object detection approach for multi-view X-ray image data. Our contributions are two-fo…
General Classificationmulti-view detectionobject-detectionObject DetectionDeep Unsupervised Multi-View Detection of Video Game Stream Highlights
We consider the problem of automatic highlight-detection in video game streams. Currently, the vast majority of highlight-detection systems for games are triggered by the occurrence of hard-coded game events (e.g., score…
Highlight Detectionmulti-view detectionWILDTRACK: A Multi-Camera HD Dataset for Dense Unscripted Pedestrian Detection
People detection methods are highly sensitive to occlusions between pedestrians, which are extremely frequent in many situations where cameras have to be mounted at a limited height. The reduction of camera prices allows…
multi-view detectionMultiview DetectionObject TrackingPedestrian DetectionAggregate channel features for multi-view face detection
Face detection has drawn much attention in recent decades since the seminal work by Viola and Jones. While many subsequences have improved the work with more powerful learning algorithms, the feature representation used …
Face Detectionmulti-view detectionRe-Ranking