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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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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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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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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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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Spatio temporal traffic pediction for a large-scale road network by Krishnamoorthy, Nardana

“…The road segments belonging to one of these clusters were then tested. …”
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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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An interactive control architecture for interpersonal coordination in mirror game by Zhai, Chao, Chen, Michael Z. Q., Alderisio, Francesco, Yu. Uteshev, Alexei, Di Bernardo, Mario

“…In this work, an interactive control architecture based on velocity segments is developed to generate the human-like trajectories in the mirror game, a simple yet effective paradigm for studying interpersonal coordination, and the existence of velocity segments possessing a prescribed signature is theoretically guaranteed. …”
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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. …”

Toward achieving robust low-level and high-level scene parsing by Shuai, Bing, Ding, Henghui, Liu, Ting, Wang, Gang, Jiang, Xudong

“…In this paper, we address the challenging task of scene segmentation. We first discuss and compare two widely used approaches to retain detailed spatial information from pretrained CNN - "dilation" and "skip". …”
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Hybrid SLAM and object recognition on an embedded platform by Low, Timothy Zhi Hao

“…The SCALE semantic segmentation is used to perform semantic segmentation on the input provided by the ZED 2 camera. …”
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Association between a distinctive autoantibody-associated brainstem sensory syndrome and immune checkpoint inhibitors by Damato, V, Berretta, A, Ramanathan, S, Michael, S, Coupe, N, Payne, M, Irani, SR

“…This case series investigates the association of a segmental, facial, antibody-associated brainstem sensory syndrome with the immune checkpoint inhibitor pembrolizumab.…”

Weakly supervised learning on road area extraction via classification labels by Liu, Xuanyi

“…Then a gated fusion mechanism aggregates CAM and the segmentation branch’s pixel-level segmentation results to refine an output, supervised by some pseudo labels generated from road centerlines. …”
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Heart cycles using heart sounds by Ng, Jia Long

“…Hence, the first step is to implement and study a reliable method in finding heart sound segmentation. Then, further diagnostic technology can be researched using these segmentation data as it provides an exact location of the heart sound in each heart cycle. …”
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Attractiveness of Singapore's tertiary business education to foreign students by Pang, Kah Kin, Tee, Chun Siang, Teo, Reddy Hong Joo

“…This research aims to group factors important to international students studying management education in Singapore and also investigates for significant differences between different segments of the same population.…”
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Slip along the San Andreas fault associated with the great 1857 earthquake by Sieh, Kerry

“…It is relatively uniform along each of several long segments, but changes rather abruptly in value between these segments. …”
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