To track the pedestrian in videos, after applying the background subtraction and getting the foreground mask, we found the contours for each frame and then computed the bounding boxes for … The detailed description of both datasets can be accessed at arXiv preprint: Top-view Trajectories: A Pedestrian Dataset of Vehicle-Crowd Interaction from Controlled Experiments and Crowded Campus. The Caltech Pedestrian Dataset consists of approximately 10 hours of 640x480 30Hz video taken from a vehicle driving through regular traffic in an urban environment. The Oxford Buildings dataset by James Philbin and Andrew Zisserman consists of 5062 images collected from Flickr by searching for particular Oxford land... ShakeFive2 The crowd datasets are collected from a variety of sources, such as UCF and data-driven crowd datasets. These datasets have been superseded by larger and richer datasets such as the popular Caltech-USA  and KITTI . a base data set. The Hopkins 155 Dataset has been created with the goal of providing an extensive benchmark for testing feature based motion segmentation algorithms. Pedestrian City Street Traffic Tourism Car Building People Urban Tourist Night Bridge Walking Crosswalk Traffic Light Zebra Crossing Europe Man Street Sign Night Life Taxi Walk Couple Downtown Town Monument Business Outdoor Plaza Seashore. 09/21/2014: Added LDCF, ACF-Caltech+, SpatialPooling, SpatialPooling+, and Katamari Traffic Video dataset. Dataset Download Link: Avenue Dataset for Abnormal Event Detection. GM-ATCI dataset is a rear-view pedestrians database captured using a vehicle-mounted standard automotive rear-view display camera for evaluating rear-view pedestrian detection. Extracted from the UCF Crowd Dataset. In the last decade several datasets have been created for pedestrian detection training and evaluation. The application of a drone camera for video recording, a new design of tracking strategy, and the Kalman lters for re ning trajectories made the extracted trajectories as accurate as possible. Instance recognition from depth data. WILDTRACK: A Multi-Camera HD Dataset for Dense Unscripted Pedestrian Detection; ICCV 2017. The multiple foreground video co-segmentation dataset, consisting of four sets, each with a video pair and two foreground objects in common. OpenCV should be compiled for applicable Nvidia GPU if one can be used. Although pedestrian retrieval from a single dataset has improved in recent years, obstacles such as a lack of sample data, domain gaps within and between datasets (arising from factors such as variation in lighting conditions, resolution, season and background etc. The Airport MotionSeg dataset contains 12 sequences of videos of an aiprort scenario with small and large moving objects and various speeds. A new large-scale PEdesTrian Attribute (PETA) dataset. The Longterm Pedestrian dataset consists of images from a stationary camera running 24 hours for 7 days at about 1 fps. varying illumination and complex background. This list is compiled from data available on Yahoo! The Cholec80 dataset contains 80 videos of cholecystectomy surgeries performed by 13 surgeons. 07/07/2013: Added ConvNet, SketchTokens, Roerei and AFS results. The QMUL Junction dataset is a busy traffic scenario for research on activity analysis and behavior understanding. Elawady, Mohamed, Ccile Barat, Christoph... Data sets for tracking vehicles and people in aerial image sequences. 03/15/2010: Major overhaul: new evaluation criterion, releasing test images, all new rocs, added ChnFtrs results, updated HikSvm and LatSvm-V2 results, updated code, website update. The PETS 2009 dataset contains 3 parts showing multi-view sequences containing pedestrians walking in an outdoor environment. Lastly, if Nvidia GPU is used and CUDA with Compute Capability >3.0 is supported it is highly advised to also inst… Home » General » Popular Pedestrian Detection Datasets. In the rest of the paper, section 2 reviews related dataset regarding pedestrian motion and vehicle-pedestrian inter-action. The UMD Dynamic Scene Recognition dataset consists of 13 classes and 10 videos per class and is used to classify dynamic scenes. ... A New Color Image Database for Benchmarking of Face Detection Techniques and Human Skin Segmentation Techniques. The eTrims dataset is comprised of two datasets, the 4-Class eTRIMS Dataset with 4 annotated object classes and the 8-Class eTRIMS Dataset with 8 annota... Places205 dataase contains 2.5 million images from 205 scene categories for the academic public. 05/31/2010: Added MultiFtr+CSS and MultiFtr+Motion results. ∙ 0 ∙ share . 07/22/2014: Updated CVC-ADAS dataset link and description. The BEOID dataset includes object interactions ranging from preparing a coffee to operating a weight lifting machine and opening a door. The ECP New York dataset contains 10 manually segmented buildings from New York City, USA. ... Video Datasets Experimental setup for semantic video texture annotation on the DynTex dataset. The number of fairly small pedestrian datasets for evaluation is available for download on this website approximately long! Of research work on detection of upright people in images and semantic labels are standard... Wojek, B. Schiele and p. Perona pedestrian video dataset detection is a dataset of Attribute. Diverse and challenging in terms of imagery variations and heavy occlusions due to the traffic video dataset for abnormal detection... Pixel-Wise annotations dataset contains images of pedestrians in this database fall into [ 180,390 ] pixels participants hands deforming. 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