Matches in SemOpenAlex for { <https://semopenalex.org/work/W4213223073> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W4213223073 abstract "Owing to their large field of view, overhead fisheye cameras are becoming a surveillance modality of choice for large indoor spaces. However, traditional people detection and tracking algorithms developed for side-mounted, rectilinear-lens cameras do not work well on images from overhead fisheye cameras due to their viewpoint and unique optics. While several people-detection algorithms have been recently developed for such cameras, they have all been tested on datasets consisting of staged recordings with a limited variety of people, scenes and challenges. Clearly, the performance of these algorithms in the wild, i.e., on recordings with real-world challenges, remains un-known. In this paper, we introduce a new benchmark dataset of in-the-Wild Events for People Detection and Tracking from Overhead Fisheye cameras (WEPDTOF) <sup xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>1</sup> . The dataset features 14 YouTube videos captured in a wide range of scenes, 188 distinct person identities consistently labeled across time, and real-world challenges such as extreme occlusions and camouflage. Also, we propose 3 spatiotemporal extensions <sup xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>2</sup> of a state-of-the-art people-detection algorithm to enhance the coherence of detections across time. Compared to top-performing algorithms, that are purely spatial, the new algorithms offer a significant performance improvement on the new dataset. Finally, we compare the people tracking performance of these algorithms on WEPDTOF." @default.
- W4213223073 created "2022-02-24" @default.
- W4213223073 creator A5027261240 @default.
- W4213223073 creator A5029146300 @default.
- W4213223073 creator A5036913803 @default.
- W4213223073 creator A5063199641 @default.
- W4213223073 creator A5087532628 @default.
- W4213223073 date "2022-01-01" @default.
- W4213223073 modified "2023-09-30" @default.
- W4213223073 title "WEPDTOF: A Dataset and Benchmark Algorithms for In-the-Wild People Detection and Tracking from Overhead Fisheye Cameras" @default.
- W4213223073 cites W1755205674 @default.
- W4213223073 cites W1861492603 @default.
- W4213223073 cites W2083258975 @default.
- W4213223073 cites W2117539524 @default.
- W4213223073 cites W2124781496 @default.
- W4213223073 cites W2125556102 @default.
- W4213223073 cites W2161969291 @default.
- W4213223073 cites W2163808566 @default.
- W4213223073 cites W2170680518 @default.
- W4213223073 cites W2570343428 @default.
- W4213223073 cites W2610165754 @default.
- W4213223073 cites W2765611468 @default.
- W4213223073 cites W2783093293 @default.
- W4213223073 cites W2791697444 @default.
- W4213223073 cites W2921015377 @default.
- W4213223073 cites W2922078872 @default.
- W4213223073 cites W2963037989 @default.
- W4213223073 cites W2964286567 @default.
- W4213223073 cites W2966535964 @default.
- W4213223073 cites W2990152177 @default.
- W4213223073 cites W2991236864 @default.
- W4213223073 cites W2994810768 @default.
- W4213223073 cites W3034467781 @default.
- W4213223073 cites W3035782943 @default.
- W4213223073 cites W3118706333 @default.
- W4213223073 cites W3133275180 @default.
- W4213223073 cites W3154571917 @default.
- W4213223073 cites W764651262 @default.
- W4213223073 doi "https://doi.org/10.1109/wacv51458.2022.00145" @default.
- W4213223073 hasPublicationYear "2022" @default.
- W4213223073 type Work @default.
- W4213223073 citedByCount "6" @default.
- W4213223073 countsByYear W42132230732022 @default.
- W4213223073 countsByYear W42132230732023 @default.
- W4213223073 crossrefType "proceedings-article" @default.
- W4213223073 hasAuthorship W4213223073A5027261240 @default.
- W4213223073 hasAuthorship W4213223073A5029146300 @default.
- W4213223073 hasAuthorship W4213223073A5036913803 @default.
- W4213223073 hasAuthorship W4213223073A5063199641 @default.
- W4213223073 hasAuthorship W4213223073A5087532628 @default.
- W4213223073 hasConcept C111919701 @default.
- W4213223073 hasConcept C11413529 @default.
- W4213223073 hasConcept C13280743 @default.
- W4213223073 hasConcept C154945302 @default.
- W4213223073 hasConcept C15744967 @default.
- W4213223073 hasConcept C185798385 @default.
- W4213223073 hasConcept C19417346 @default.
- W4213223073 hasConcept C202444582 @default.
- W4213223073 hasConcept C205649164 @default.
- W4213223073 hasConcept C2775936607 @default.
- W4213223073 hasConcept C2779960059 @default.
- W4213223073 hasConcept C31972630 @default.
- W4213223073 hasConcept C33923547 @default.
- W4213223073 hasConcept C41008148 @default.
- W4213223073 hasConcept C9652623 @default.
- W4213223073 hasConceptScore W4213223073C111919701 @default.
- W4213223073 hasConceptScore W4213223073C11413529 @default.
- W4213223073 hasConceptScore W4213223073C13280743 @default.
- W4213223073 hasConceptScore W4213223073C154945302 @default.
- W4213223073 hasConceptScore W4213223073C15744967 @default.
- W4213223073 hasConceptScore W4213223073C185798385 @default.
- W4213223073 hasConceptScore W4213223073C19417346 @default.
- W4213223073 hasConceptScore W4213223073C202444582 @default.
- W4213223073 hasConceptScore W4213223073C205649164 @default.
- W4213223073 hasConceptScore W4213223073C2775936607 @default.
- W4213223073 hasConceptScore W4213223073C2779960059 @default.
- W4213223073 hasConceptScore W4213223073C31972630 @default.
- W4213223073 hasConceptScore W4213223073C33923547 @default.
- W4213223073 hasConceptScore W4213223073C41008148 @default.
- W4213223073 hasConceptScore W4213223073C9652623 @default.
- W4213223073 hasLocation W42132230731 @default.
- W4213223073 hasOpenAccess W4213223073 @default.
- W4213223073 hasPrimaryLocation W42132230731 @default.
- W4213223073 hasRelatedWork W1497101000 @default.
- W4213223073 hasRelatedWork W1543936162 @default.
- W4213223073 hasRelatedWork W1578117154 @default.
- W4213223073 hasRelatedWork W1585873145 @default.
- W4213223073 hasRelatedWork W1971776229 @default.
- W4213223073 hasRelatedWork W2054235656 @default.
- W4213223073 hasRelatedWork W2112263445 @default.
- W4213223073 hasRelatedWork W2542256560 @default.
- W4213223073 hasRelatedWork W2766961550 @default.
- W4213223073 hasRelatedWork W4220789584 @default.
- W4213223073 isParatext "false" @default.
- W4213223073 isRetracted "false" @default.
- W4213223073 workType "article" @default.