Robust deep learning methods for accountable contrast-agent-free CMR imaging in clinical applications by Gonzales, RA

“…This approach reduced inter-observer variability and improved the consistency of myocardial segmentation.</p> <br> <p>The fourth goal is to assist the automated segmentation of CMR short-axis slices into the American Heart Association 16-segment model for clinical applications across various CMR modalities. …”

Fracture identification in well logging images: two-stage adaptive network by Zhang, Wei, Li, Zhipeng, Wu, Tong, Yao, Zhenqiu, Qiu, Ao, Li, Yanjun, Shi, Yibing

“…Automatic fracture identification and segmentation in well logging images is increasingly critical but arduous because of extensive exploration for oil and gas. …”
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Modelling the rheology of living cell cytoplasm: poroviscoelasticity and fluid-to-solid transition by Thekkethil, Namshad, Köry, Jakub, Guo, Ming, Stewart, Peter S., Hill, Nicholas A., Luo, Xiaoyu

“…Baseline simulations (neglecting the viscosity of the cytosol) indicate that the system exhibits seven different regimes across the parameter space spanned by the viscoelastic relaxation timescale of the cytoskeleton and the poroelastic diffusion timescale; these regimes agree qualitatively with experimental measurements. …”
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Effective image synthesis for effective deep neural network training by Cui, Kaiwen

“…The second way is Data-Discrepancy Co-training (DaCo) which achieves co-training by feeding discriminators with different views of the input images. In augmentation-based data-limited image generation, we explore two novel augmentation based data-limited image generation approaches to achieve better generation performance. …”
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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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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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Facial spoofing indicator using deep learning by Lim, Eugen Wei Jie

“…With the usage of RandAugment [20], it shows that the models can produce slightly better results than normal data augmentation.…”
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An investigation of friction-based tendon sheath model appropriate for control purposes by Tjahjowidodo, Tegoeh, Lau, Michael Wai Shing, Phee, Soo Jay, Do, T. N.

“…A new dynamic friction model that allows accurate description of friction lag and hysteresis behavior in two regimes, i.e. presliding and sliding regimes, for a sheath in arbitrary configuration such as helical and spatial shape has been developed. …”
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Uncertainty & robustness for single-cell studies by Shiffman, Miriam

“…At the same time, these technologies present particular statistical and computational challenges, including noise, sparsity, technical and biological variability, and multilevel sampling regimes. To distill relevant signal from biological phenomena, then, analyses must combine information in a careful and coherent way across cells. …”
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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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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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Aquatic and benthic bacteria responses to feed and fertiliser application in trials with the freshwater prawn, Macrobrachium rosenbergii (de Man) by MacLean, M.H., Ang, K.J., Brown, J.H., Jauncey, K.

“…Total bacterial abundance, mean cell volume and biomass, determined respectively by epifluorescence microscopy, image analysis and conversion calculation, illustrated the effect of treatment on the water and sediment bacterial populations. Differences in bacterial abundance and mean cell size were evident between treatments. …”
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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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中国民间故事的文化思考 ：以巧媳妇故事类型为例 = Cultural considerations in Chinese folktales : a case study of the Qiao Xi Fu story type by 蓝智欣 Lam, Zhi Xin

“…Being regarded lowly in the patriarchal clan system, women were obligated to conform to regimented rules and standards, on top of tending to family elders and fulfilling household duties. …”
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Stabilization/solidification of Mn-contaminated clay slurry by using CaO-GGBS: effects of anions by Li, Wentao, Yi, Yaolin

“…Clay sediment is removed by dredging, resulting in the disposal of enormous waste sediment clay slurries that consumes land space, as well as risks the human health and the environment. …”
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The four worlds of ‘welfare reality’ – social risks and outcomes in Europe by Ferragina, E, Seeleib-Kaiser, M, Spreckelsen, T

“…After three decades of welfare state crisis, change and transformation can we still speak of welfare state regimes when looking at their outcomes? The analysis of outcomes provides a picture of ‘the real worlds of welfare’ and is of considerable importance to understanding political legitimacy across countries. …”