3D scene graph generation from synthesis 3D indoor scene by Qin, Huaiyuan

“…Existing 3D indoor datasets focus mainly on object instance class and segmentation labels, making it difficult to be utilized to scene graph related tasks. …”
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Effects of high fat diet on intestinal toll-like receptor activity by Mathan Raj S/O Thayalan

“…Additionally, it sought to determine the impact of intestinal Angptl4 knockout on the expression of these TLRs in the distinct intestinal segments. We employed Angptl4fl/fl and Angptl4vil-/- mice and conducted RT-qPCR analysis to assess changes in intestinal TLR expression levels. …”
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Traffic monitoring and analysis via street footage by Chew, Darren Wen Cong

“…This project implements the use of computer vision and machine learning technologies such as object detection and object segmentation. This component has been developed and designed to handle multiple challenges such as nighttime images, poor lighting, various camera angles, blurring due to car speeds and imbalanced data set. …”
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People tracking in video by Siah, Wee Kiat.

“…Further research are done to the methods mentioned in the proposed paper, “Robust Real-Time Visual Tracking using Pixel-Wise Posteriors” [1] such as region based segmentation, level set method, and Lucas-Kanade method. …”
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Tour-into-picture with Kinect by Meng, Taing

“…Beyond that, we also introduced Tour-Into-the-Video, explored various mapping methods for non-perspective-projection images, and analyzed some automatic foreground and background segmentation algorithms. In conclusion, this project discussed all the possible combinations in computer graphic and computer vision to build on the existing TIP method. …”
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Advance control of air handling unit in ACMV based on arm processor by Singh, Digvijay

“…The entire process is broken into smaller segments including data acquisition, master slave communication, PID control and efficient outputs to the field equipment. …”
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Propositions on the Relationships between Technology Complexity, Industry 4.0, and Halal Sustainability by Ahmad Zaidi, Mohamad Faizal

“…Halal industry is currently one of the fastest growing market segments in the world. With the emerging of IR4.0, the future growth of Halal industry and its sustainability can be affected by the advancement of technology. …”
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Metaverse in tourism and hospitality industry: Science mapping of the current and future trends by Nazim Hanis, Zainal Abidin, Muhammad Ashraf, Fauzi, Wider, Walton, Wan Muhammad Noor Sarbani, Mat Daud, Rusnifaezah, Musa

“…As an immersive technology, metaverse has penetrated various segments of human life and business activities. This digital transformation phenomenon has also penetrated tourism and hospitality in mixed reality, comprising virtual, augmented and extended reality. …”
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Dual-frequency vortex-induced vibrations of long flexible stepped cylinders by Li, Ang, Mentzelopoulos, Andreas, Triantafyllou, Michael S., Fan, Dixia

“…Therefore, we experimentally studied the problem of dual-frequency VIV of a stepped flexible cylinder, viz., a large-aspect ratio flexible cylinder consisting of two segments with different diameters and rigid cylinder forced vibration experiments. …”
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Arbitrary-shape object localization using adaptive image grids by Yuan, Junsong, Zhou, Chunluan

“…First, a test image is partitioned into n×n grids and the object is localized by finding a set of connected grids which maximize the classifier's response. Then, graph cut segmentation is used to improve the object boundary by utilizing local image context. …”
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Quantitative analysis of choriocapillaris in non-human primates using swept-source optical coherence tomography angiography (SS-OCTA) by Tan, Bingyao, Chua, Jacqueline, Barathi, Veluchamy Amutha, Baskaran, Mani, Chan, Anita, Lin, Emily, Ang, Marcus, Klose, Gerd, Schmetterer, Leopold

“…The areas of non-perfusion, also called flow voids, were segmented with a structural, intensity adjusted, uneven illuminance-compensated algorithm and the new technique was compared to previously published methods. …”
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Multi-modal sensor fusion-based deep neural network for end-to-end autonomous driving with scene understanding by Huang, Zhiyu, Lv, Chen, Xing, Yang, Wu, Jingda

“…The designed end-to-end deep neural network takes as input the visual image and associated depth information in an early fusion level and outputs the pixel-wise semantic segmentation as scene understanding and vehicle control commands concurrently. …”
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Dumbbell-shaped block copolymers for the fabrication of anisotropic soft actuators by Pan, Houwen Matthew, Chan, Jonathan Kai Bin, Sarkar, Jit, Goto, Atsushi

“…Characterization of anisotropic actuator strips pointed to a lamellar-like arrangement of PBA segments sandwiched between PDMS layers. Anisotropic swelling was programmed in single-layer actuators through shear-induced alignment (x-y axis) and phase separation (z-axis) of dumbbell-shaped BCPs without any additional patterning steps. …”
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Polyfluorinated crosslinker-based solid polymer electrolytes for long-cycling 4.5 V lithium metal batteries by Tang, Lingfei, Chen, Bowen, Zhang, Zhonghan, Ma, Changqi, Chen, Junchao, Huang, Yage, Zhang, Fengrui, Dong, Qingyu, Xue, Guoyong, Chen, Daiqian, Hu, Chenji, Li, Shuzhou, Liu, Zheng, Shen, Yanbin, Chen, Qi, Chen, Liwei

“…The crosslinked network facilitates transmission of the inductive electron-withdrawing effect of polyfluorinated segments. As a result, polyfluorinated crosslinked SPE exhibits a wide ESW, and the Li|SPE|LiNi0.5Co0.2Mn0.3O2 cell with a cutoff voltage of 4.5 V delivers a high discharge specific capacity of ~164.19 mAh g-1 at 0.5 C and capacity retention of ~90% after 200 cycles. …”
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On assigning place names to geography related web pages by Zong, Wenbo, Wu, Dan, Sun, Aixin, Lim, Ee Peng, Goh, Dion Hoe-Lian

“…A rule-based place name disambiguation method and a place name assignment method capable of assigning place names to web page segments have also been proposed. We have evaluated our proposed disambiguation and assignment methods on a web page collection referenced by the DLESE metadata collection. …”
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Pedestrian-oriented development in Beirut: A framework for estimating urban design impacts on pedestrian flows through modeling, participatory design, and scenario analysis by Sevtsuk, Andres, Kollar, Justin, Pratama, Daniel, Basu, Rounaq, Haddad, Jawad, Alhassan, Abdulaziz, Chancey, Bahij, Halabi, Mohamad, Makhlouf, Rawad, Abou-Zeid, Maya

“…We illustrate how each scenario affects pedestrian trip generation across various trip types and trip distribution on individual street segments. Our approach demonstrates how urban design interventions–both land use changes and street quality improvements–can influence pedestrian travel demand. …”
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Modeling and compressing 3-D facial expressions using geometry videos by Xia, Jiazhi, Quynh, Dao Thi Phuong, He, Ying, Chen, Xiaoming, Hoi, Steven C. H.

“…Our framework includes a set of algorithms to construct GVs, such as hole filling, geodesic-based face segmentation, expression-invariant parameterization (EIP), and GV compression. …”
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3D deep learning on medical images : a review by Singh, Satya P., Wang, Lipo, Gupta, Sukrit, Goli, Haveesh, Padmanabhan, Parasuraman, Gulyás, Balázs

“…We review the significant research in the field of 3D medical imaging analysis using 3D CNNs (and its variants) in different medical areas such as classification, segmentation, detection and localization. We conclude by discussing the challenges associated with the use of 3D CNNs in the medical imaging domain (and the use of deep learning models in general) and possible future trends in the field.…”
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High-mass loading V3O7·H2O nanoarray for Zn-ion battery : new synthesis and two-stage ion intercalation chemistry by Chen, Duo, Lu, Menjie, Wang, Boran, Cheng, Hongfei, Yang, Hang, Cai, Dong, Han, Wei, Fan, Hong Jin

“…The stepwise and reversible intercalation process is manifested by different diffusion energy barriers and segmented electrochemical kinetics in various discharge depths. …”
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Self-Assembly of Semiconducting Polymer Amphiphiles for In Vivo Photoacoustic Imaging by Xie, Chen, Zhen, Xu, Lei, Qunli, Ni, Ran, Pu, Kanyi

“…Optical and simulation studies reveal that the poly(ethylene glycol) (PEG) grafting density plays a critical role in determining the packing of SP segments inside the core of nanoparticles, consequently affecting the optical properties. …”
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