Matches in SemOpenAlex for { <https://semopenalex.org/work/W1908321067> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W1908321067 abstract "We propose a novel object detection framework for partially-occluded small instances, such as pedestrians in low resolution surveillance video, cells under a microscope, flocks of small animals (e.g. birds, fishes), or even tiny insects like honeybees and flies. These scenarios are very challenging for traditional detectors, which are typically trained on individual instances. In our approach, we first estimate the object density map of the input image, and then divide it into local regions. For each region, a sliding window (ROI) is passed over the density map to calculate the instance count within each ROI. 2D integer programming is used to recover the locations of object instances from the set of ROI counts, and the global count estimate of the density map is used as a constraint to regularize the detection performance. Finally, the bounding box for each instance is estimated using the local density map. Compared with current small-instance detection methods, our proposed approach achieves state-of-the-art performance on several challenging datasets including fluorescence microscopy cell images, UCSD pedestrians, small animals and insects." @default.
- W1908321067 created "2016-06-24" @default.
- W1908321067 creator A5028268055 @default.
- W1908321067 creator A5065680386 @default.
- W1908321067 creator A5085349645 @default.
- W1908321067 date "2015-06-01" @default.
- W1908321067 modified "2023-10-18" @default.
- W1908321067 title "Small instance detection by integer programming on object density maps" @default.
- W1908321067 cites W1977069908 @default.
- W1908321067 cites W1993152545 @default.
- W1908321067 cites W1995444699 @default.
- W1908321067 cites W2031489346 @default.
- W1908321067 cites W2040939169 @default.
- W1908321067 cites W2072232009 @default.
- W1908321067 cites W2088929512 @default.
- W1908321067 cites W2101178587 @default.
- W1908321067 cites W2120419212 @default.
- W1908321067 cites W2121864252 @default.
- W1908321067 cites W2123175289 @default.
- W1908321067 cites W2151103935 @default.
- W1908321067 cites W2155916750 @default.
- W1908321067 cites W2156727185 @default.
- W1908321067 cites W2161969291 @default.
- W1908321067 cites W2162411030 @default.
- W1908321067 cites W2937970997 @default.
- W1908321067 doi "https://doi.org/10.1109/cvpr.2015.7298992" @default.
- W1908321067 hasPublicationYear "2015" @default.
- W1908321067 type Work @default.
- W1908321067 sameAs 1908321067 @default.
- W1908321067 citedByCount "48" @default.
- W1908321067 countsByYear W19083210672016 @default.
- W1908321067 countsByYear W19083210672017 @default.
- W1908321067 countsByYear W19083210672018 @default.
- W1908321067 countsByYear W19083210672019 @default.
- W1908321067 countsByYear W19083210672020 @default.
- W1908321067 countsByYear W19083210672021 @default.
- W1908321067 countsByYear W19083210672022 @default.
- W1908321067 countsByYear W19083210672023 @default.
- W1908321067 crossrefType "proceedings-article" @default.
- W1908321067 hasAuthorship W1908321067A5028268055 @default.
- W1908321067 hasAuthorship W1908321067A5065680386 @default.
- W1908321067 hasAuthorship W1908321067A5085349645 @default.
- W1908321067 hasConcept C11413529 @default.
- W1908321067 hasConcept C115961682 @default.
- W1908321067 hasConcept C147037132 @default.
- W1908321067 hasConcept C153180895 @default.
- W1908321067 hasConcept C154945302 @default.
- W1908321067 hasConcept C177264268 @default.
- W1908321067 hasConcept C19609008 @default.
- W1908321067 hasConcept C199360897 @default.
- W1908321067 hasConcept C2524010 @default.
- W1908321067 hasConcept C2776036281 @default.
- W1908321067 hasConcept C2776151529 @default.
- W1908321067 hasConcept C2781238097 @default.
- W1908321067 hasConcept C31972630 @default.
- W1908321067 hasConcept C33923547 @default.
- W1908321067 hasConcept C41008148 @default.
- W1908321067 hasConcept C56086750 @default.
- W1908321067 hasConcept C63584917 @default.
- W1908321067 hasConcept C97137487 @default.
- W1908321067 hasConceptScore W1908321067C11413529 @default.
- W1908321067 hasConceptScore W1908321067C115961682 @default.
- W1908321067 hasConceptScore W1908321067C147037132 @default.
- W1908321067 hasConceptScore W1908321067C153180895 @default.
- W1908321067 hasConceptScore W1908321067C154945302 @default.
- W1908321067 hasConceptScore W1908321067C177264268 @default.
- W1908321067 hasConceptScore W1908321067C19609008 @default.
- W1908321067 hasConceptScore W1908321067C199360897 @default.
- W1908321067 hasConceptScore W1908321067C2524010 @default.
- W1908321067 hasConceptScore W1908321067C2776036281 @default.
- W1908321067 hasConceptScore W1908321067C2776151529 @default.
- W1908321067 hasConceptScore W1908321067C2781238097 @default.
- W1908321067 hasConceptScore W1908321067C31972630 @default.
- W1908321067 hasConceptScore W1908321067C33923547 @default.
- W1908321067 hasConceptScore W1908321067C41008148 @default.
- W1908321067 hasConceptScore W1908321067C56086750 @default.
- W1908321067 hasConceptScore W1908321067C63584917 @default.
- W1908321067 hasConceptScore W1908321067C97137487 @default.
- W1908321067 hasLocation W19083210671 @default.
- W1908321067 hasOpenAccess W1908321067 @default.
- W1908321067 hasPrimaryLocation W19083210671 @default.
- W1908321067 hasRelatedWork W2007544051 @default.
- W1908321067 hasRelatedWork W2095705906 @default.
- W1908321067 hasRelatedWork W2147832946 @default.
- W1908321067 hasRelatedWork W2540960825 @default.
- W1908321067 hasRelatedWork W2732308154 @default.
- W1908321067 hasRelatedWork W2801801420 @default.
- W1908321067 hasRelatedWork W2921865287 @default.
- W1908321067 hasRelatedWork W2975200075 @default.
- W1908321067 hasRelatedWork W3130645678 @default.
- W1908321067 hasRelatedWork W4285742308 @default.
- W1908321067 isParatext "false" @default.
- W1908321067 isRetracted "false" @default.
- W1908321067 magId "1908321067" @default.
- W1908321067 workType "article" @default.