• Camera Calibration

  • Referenced in 53 articles [sw13537]
  • perform feature detection, extraction, and matching; object detection and tracking; motion estimation; and video processing ... learning based frameworks, you can train object detection, object recognition, and image retrieval systems. Algorithms...
  • LabelMe

  • Referenced in 46 articles [sw36633]
  • truth labels to be used for object detection and recognition research. Such data is useful ... collected a large dataset that spans many object categories, often containing multiple instances over ... datasets used for object recognition and detection. Also, we show how to extend the dataset...
  • KITTI

  • Referenced in 40 articles [sw30418]
  • stereo, optical flow, visual odometry, 3D object detection and 3D tracking. For this purpose...
  • OpenCV

  • Referenced in 117 articles [sw11376]
  • used to detect and recognize faces, identify objects, classify human actions in videos, track camera...
  • SSD

  • Referenced in 31 articles [sw26652]
  • Detector. We present a method for detecting objects in images using a single deep neural ... simple relative to methods that require object proposals because it completely eliminates proposal generation ... integrate into systems that require a detection component. Experimental results on the PASCAL ... accuracy to methods that utilize an additional object proposal step and is much faster, while...
  • YOLO

  • Referenced in 17 articles [sw28515]
  • state-of-the-art, real-time object detection system. YOLO: Real-Time Object Detection. Prior...
  • COSA

  • Referenced in 52 articles [sw22936]
  • Clustering objects on subsets of attributes. A new procedure is proposed for clustering attribute value ... procedure encourages those algorithms to detect automatically subgroups of objects that preferentially cluster on subsets ... other clusters. Enhancements for increasing sensitivity for detecting especially low cardinality groups clustering...
  • MobileNets

  • Referenced in 22 articles [sw39590]
  • applications and use cases including object detection, finegrain classification, face attributes and large scale...
  • MobileNetV2

  • Referenced in 15 articles [sw41926]
  • applying these mobile models to object detection in a novel framework we call SSDLite. Additionally ... performance on Imagenet classification, COCO object detection, VOC image segmentation. We evaluate the trade-offs...
  • Cityscapes

  • Referenced in 19 articles [sw36624]
  • wide range of applications. Object detection has benefited enormously from large-scale datasets, especially...
  • MODA

  • Referenced in 15 articles [sw02572]
  • MODA: Moving object detecting architecture. A new type of cellular neural network is described, which ... order to detect in real time trajectories of moving objects in a noisy environment. MODA...
  • ShuffleNet

  • Referenced in 12 articles [sw39585]
  • ImageNet classification and MS COCO object detection demonstrate the superior performance of ShuffleNet over other...
  • VoxelNet

  • Referenced in 9 articles [sw32558]
  • Learning for Point Cloud Based 3D Object Detection. Accurate detection of objects in 3D point ... clouds and propose VoxelNet, a generic 3D detection network that unifies feature extraction and bounding ... state-of-the-art LiDAR based 3D detection methods by a large margin. Furthermore ... representation of objects with various geometries, leading to encouraging results in 3D detection of pedestrians...
  • SURF

  • Referenced in 183 articles [sw29761]
  • This leads to a combination of novel detection, description, and matching steps. The paper presents ... context of a real-life object recognition application. Both show SURF’s strong performance...
  • PCA-SIFT

  • Referenced in 81 articles [sw04592]
  • feature detection and representation is a fundamental component of many image registration and object recognition...
  • HOGgles

  • Referenced in 6 articles [sw40670]
  • HOGgles: Visualizing Object Detection Features. We introduce algorithms to visualize feature spaces used by object ... these visualizations allow us to analyze object detection systems in new ways and gain...
  • XFEM

  • Referenced in 382 articles [sw01026]
  • exercises a general structure for an object-oriented-enriched finite element code. The programming environment ... standard and enriched approximations are independent; enrichment detection schemes: topological, geometrical, narrow-band, etc.; multi...
  • H3D

  • Referenced in 4 articles [sw36632]
  • Dataset for Full-Surround 3D Multi-Object Detection and Tracking in Crowded Urban Scenes ... multi-object detection and tracking are crucial for traffic scene understanding. However, the community pays ... large-scale full-surround 3D multi-object detection and tracking dataset collected using ... research on full-surround 3D multi-object detection and tracking. To effectively and efficiently annotate...
  • BDD100k

  • Referenced in 5 articles [sw36629]
  • lane detection, drivable area segmentation, road object detection, semantic segmentation, instance segmentation, multi-object detection...
  • SqueezeDet

  • Referenced in 4 articles [sw32551]
  • Convolutional Neural Networks for Real-Time Object Detection for Autonomous Driving. Object detection ... requiring high accuracy to ensure safety, object detection for autonomous driving also requires real-time ... fully convolutional neural network for object detection that aims to simultaneously satisfy...