We have described three image-based techniques to generate 3D models of plants or trees from images. The techniques need to be customized based on the assumptions on the complexity of the plant or tree and the number of images used for modeling.Kang, Sing Bing...
Full size image Discussion Urban trees can help mitigate urban extreme temperature events, which are expected to be more frequent and more severe in the future (Guerreiro et al. 2018). To better evaluate the efficiency of increased tree abundance, models are required that can be used to determi...
Full size image Behavioral modeling To directly compare the predictive power of RL, salience, and independent coding theories, we used computational modeling of individual participant behavior to derive single-trial estimates of valenced RPE value, as well as two sources of salience: non-valenced ...
Full size image CytoSPACE proceeds in four main steps (Fig. 1a). First, to account for the disparity between scRNA-seq and ST data in the number of cells per cell type, two parameters are required: (1) the fractional abundance of each cell type within the ST sample and (2) the numbe...
Hierarchical cluster tree of centroids at various time stage, as obtained by PCA, tSNE, EE and TSEE. The centroids of samples with different time stages are submitted to hierarchical clustering to validate the preservation of time order for the Zebrafish dataset Full size image TSEE reveals subtl...
Full size image On the basis of the linear trajectory alignments that were obtained from the aligned tree (Fig. 6b), we investigated various molecular patterns in those three cell types along pseudotime via dynamic time warping (“Methods”). The results show that subclasses of marker genes for...
Processing of microscopic image domains into segments that represent individual cells. Chain pairing Assignment of cells to V(D)J chain types such as orphans, single pair, extra VJ/VDJ or multichains. Cis-regulatory elements (CREs). Regions of non-coding DNA — such as promoters, enhancers and...
We describe two new approaches to human pose estimation. Both can quickly and accurately predict the 3D positions of body joints from a single depth image, without using any temporal information. The key to both approaches is the use of a large, realisti
& Chen, M. Hierarchical text-conditional image generation with CLIP latents. Preprint at https://doi.org/10.48550/arXiv.2204.06125 (2022). Brown, T. Language models are few-shot learners. Adv. Neural. Inf. Process. Syst. 1877–1901 (NeurIPS, 2020). OpenAI team. GPT-4 technical report....
High-resolution tree canopy mapping for New York City using LIDAR and object-based image analysis Urban tree canopy is widely believed to have myriad environmental, social, and human-health benefits, but a lack of precise canopy estimates has hindered q... SW Macfaden,JPM O’Neil-Dunne,AR Ro...