Satellite optical and radar image fusion for land cover classification by Zhang, Guobin

“…Following that, different segmentation techniques will be applied to the filtered SAR image, such as Watersheld, Chan-Vese, Superpixel and K-Means segmentation methods. …”
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Self-Supervised Learning across the Spectrum by Shenoy, Jayanth, Zhang, Xingjian Davis, Tao, Bill, Mehrotra, Shlok, Yang, Rem, Zhao, Han, Vasisht, Deepak

“…Satellite image time series (SITS) segmentation is crucial for many applications, like environmental monitoring, land cover mapping, and agricultural crop type classification. …”
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Drug interaction between acetyltanshinone IIA and rapamycin in breast cancer cells by Wong, De Pin

“…Developing in vitro drug combination study is essential for the development of new and effective combination regimens. In this project, the objective is to investigate the synergistic potential between two anti breast cancer agent, rapamycin and acetyltanshinone IIA (ATA) in breast cancer cells. …”
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Matching-constrained active contours with affine-invariant shape prior by Yeung, Sai-Kit, Wang, Junyan, Chan, Kap Luk

“…In the object segmentation by active contours, an initial contour provided by user is often required. …”
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Behavior of the southernmost San Andreas fault during the past 300 years by Sieh, Kerry, Williams, Patrick L.

“…Surficial creep occurs at low rates along the Coachella Valley segment of the San Andreas fault, which has not produced a large earthquake during the period of historical record. …”
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In Vivo RNA Delivery to Hematopoietic Stem and Progenitor Cells via Targeted Lipid Nanoparticles by Shi, Dennis, Toyonaga, Sho, Anderson, Daniel G

“…However, these therapies have several limitations owing to the manufacturing complexities and toxicity resulting from required conditioning regimens. Here, we developed a c-kit (CD117) antibody-targeted lipid nanoparticle (LNP) that, following a single intravenous injection, can deliver RNA (both siRNA and mRNA) to HSCs in vivo in rodents. …”
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Disposition kinetics of tylosin administered intravenously and intramuscularly in Desert Sheep and Nubian Goats by Taha, A.A., Elsheikh, H.A., Khalafalla, A.E., Osman, I. A. M., Abdullah, A. Salam

“…The present study has shown that, despite the significant differences in some of the drug pharmacokinetic parameters between sheep and goats for the i.v. route, identical intravenous and intramuscular dosage regimens of tylosin may be recommended for the two species.…”
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Development of a machine-learning-based detection and tracking algorithm for drones by Er, Hwa Ming

“…However, fewer had tried using semantic segmentation for detection and tracking using drones [1], [2]. …”
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Targeted hematopoietic stem cell depletion through SCF-blockade by Chan, Yan Y., Ho, Pui Y., Dib, Carla, Swartzrock, Leah, Rayburn, Maire, Willner, Hana, Ko, Ethan, Ho, Katie, Down, Julian D., Wilkinson, Adam C., Nakauchi, Hiro, Denis, Morgane, Cool, Taylor, Czechowicz, Agnieszka

“…Further, to augment efficacy, combination regimens were also explored. Results We confirm that only ACK2 inhibits SCF binding fully and prevents HSC proliferation in vitro. …”
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A medical image-based computer-aided diagnosis system for musculoskeletal disease and disorder. by Chuah, Tong Kuan

“…Segmentation is an important and necessary step before features can be quantified to be used in the analysis and classification system. …”
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Semantic mapping for articulated objects by Luar, Shui Song

“…Semantic mapping has advanced greatly since its inception as a research field, to now being able to identify poses and segment objects. As an extension of semantic segmentation problem, there is still an unexplored field of identifying joints of an articulated object within an image. …”
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Geometric point interpolation method in R3 space with tangent directional constraint by Chen, Xiao-Diao, Ma, Weiyin

“…The seed segment is then extended to interpolate the remaining data point pairs one by one in a piecewise fashion. …”
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Relationship between irregularities of the nuclear envelope and mitochondria in HeLa cells observed with electron microscopy by Brito-Pacheco, Daniel, Karabağ, Cefa, Brito-Loeza, Carlos, Giannopoulos, Panos, Reyes-Aldasoro, Constantino Carlos

“…The invaginations were successfully segmented with one image processing algorithm. Metrics were extracted for both structures and correlations between the mitochondria and invaginations were explored for 25 segmented cells. …”
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Video anomaly search in crowded scenes via spatio-temporal motion context by Cong, Yang, Yuan, Junsong, Tang, Yandong

“…To characterize the video, we first perform the spatiotemporal video segmentation and then propose a new regionbased descriptor called “Motion Context”, to describe both motion and appearance information of the spatio-temporal segment. …”
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Fast numerical methods for image restoration by Shi, Juan

“…It has been applied to solve the image denoising, segmentation and surface reconstruction problems.…”
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Inhomogeneity correction of magnetic resonance brain images by Chua, Zin Yan

“…In this research, we are focusing on techniques to correct the intensity inhomogeneity by performing a coarse preliminary segmentation on the MR images and then use the segmentation result to estimate the bias field. [3rd Award]…”
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A size and position invariant event-based human posture recognition algorithm by Chen, Shoushun, Folowosele, Fopefolu, Kim, Dongsoo, Vogelstein, R. Jacob, Etienne-Cummings, Ralph, Culurciello, Eugenio

“…The algorithm employs a simplified line segment Hausdorff distance classification and uses projection histograms to achieve size and position invariance. …”
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Distinct movement disorders in contactin-associated-protein-like-2 antibody-associated autoimmune encephalitis by Gövert, F, Abrante, L, Becktepe, J, Balint, B, Ganos, C, Hofstadt-van Oy, U, Krogias, C, Varley, J, Irani, SR, Paneva, S, Titulaer, MJ, de Vries, JM, Boon, AJW, Schreurs, MWJ, Joubert, B, Honnorat, J, Vogrig, A, Ariño, H, Sabater, L, Dalmau, J, Scotton, S, Jacob, S, Melzer, N, Bien, CG, Geis, C, Lewerenz, J, Prüss, H, Wandinger, K-P, Deuschl, G, Leypoldt, F

“…We observed distinct movement disorders in CASPR2 autoimmunity (14.6%): episodic ataxia (6.7%), paroxysmal orthostatic segmental myoclonus of the legs (3.7%) and continuous segmental spinal myoclonus (4.3%). …”

PC-based software for thermal design of helixchanger heat exchangers by Fong, Lin Qiang

“…Shell-and-Tube Heat Exchangers with segmented baffles have proven to be versatile and efficient through years of industrial use. …”
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R-CNN minus R by Lenc, K, Vedaldi, A

“…However, the role of segmentation in CNN detectors remains controversial. …”