Continual semantic segmentation via image and latent space consistency by Wang, Zhichao

“…In this thesis, my continual-learning research process is introduced in detail, including a novel method and two regulators, which contribute to anti-forgetting Result in continual learning in the semantic segmentation area. Firstly a real-time semantic segmentation model called ERFnet is evaluated, then based on this network and Cityscapes dataset, a model-recall method is proposed which could significantly reduce the catastrophic forgetting which happens in the process of continual learning in the semantic segmentation area; inspired by mentors, 2 regulators are also conducted which were expected to further improve performance (one regulator is come up by mentors and another is by myself). …”
Get full text

Segmentation and analysis of cement particles in cement paste with deep learning by Qian, Hanjie, Li, Ye, Yang, Jianfei, Xie, Lihua, Tan, Kang Hai

Subjects: Get full text

Segment anything: real-time AI model interaction and visualization by Wang, Jingwei

Subjects: Get full text

Automatic knee segmentation from multi-contrast MR images by Zhang, Kunlei

“…Also, the proposed cartilage segmentation scheme can be applied to the segmentation of other joint structures. …”
Get full text

A user-oriented internet web site : an exploratory study by Ang, Lee Chai, Chan, Carrie Shi Yu, Chen, Christina Sze-Wei

Get full text

Task-orientated human-robot teleoperation using wearable sensors by Teoh, Yee Seng

“…The wearable IMU sensors are mounted on one of the human arm to measure the real time position and orientation data of human arm, and hand. From there, 6-DOF human hand motions can be related to the 6-DOF robot arm’s end effector motions. …”
Get full text

Experimental investigation of bedding plane orientation on the rockburst behavior of sandstone by He, M. C., Nie, W., Zhao, Z. Y., Guo, Wei

“…However, when the bedding orientation is parallel to the unloading surface, the rockburst is dependent on the structural stability of the specimen.…”
Get full text
Get full text

The Japanese economy in crises : a time series segmentation study by Cheong, Siew Ann, Fornia, Robert Paulo, Lee, Gladys Hui Ting, Kok, Jun Liang, Yim, Woei Shyr, Xu, Danny Yuan, Zhang, Yiting

“…The authors performed a comprehensive time series segmentation study on the 36 Nikkei Japanese industry indices from 1 January 1996 to 11 June 2010. …”
Get full text
Get full text

Task oriented feature extraction for complex human activity recognition by Mohammed Mobark Salem Wahdeen

Get full text

3D-aware instance segmentation and tracking in egocentric videos by Bhalgat, Y, Tschernezki, V, Laina, I, Henriques, JF, Vedaldi, A, Zisserman, A

“…Leveraging our tracked instance segmentations, we showcase downstream applications in 3D object reconstruction and amodal video object segmentation in these egocentric settings.…”

The α-globin super-enhancer acts in an orientation-dependent manner by Kassouf, MT, Francis, HS, Gosden, M, Suciu, MC, Downes, DJ, Harrold, C, Larke, M, Oudelaar, M, Cornell, L, Blayney, J, Telenius, J, Xella, B, Shen, Y, Sousos, N, Sharpe, JA, Sloane-Stanley, J, Smith, AJH, Babbs, C, Hughes, JR, Higgs, DR

“…Here, using the α-globin locus as a model, we show that while an individual enhancer works in an orientation-independent manner, the direction of activity of a SE changes with its orientation. …”

Humanising GrabCut: learning to segment humans using the Kinect by Gulshan, V, Lempitsky, V, Zisserman, A

“…To this end we investigate learning to automatically segment humans from cluttered images (without depth information) given a bounding box. …”

Placing objects in context via inpainting for out-of-distribution segmentation by De Jorge, P, Volpi, R, Dokania, PK, Torr, PHS, Rogez, G

“…When deploying a semantic segmentation model into the real world, it will inevitably encounter semantic classes that were not seen during training. …”

Using multiple segmentations to discover objects and their extent in image collections by Russell, BC, Efros, AA, Sivic, J, Freeman, WT, Zisserman, A

“…Given a large dataset of images, we seek to automatically determine the visually similar object and scene classes together with their image segmentation. To achieve this we combine two ideas: (i) that a set of segmented objects can be partitioned into visual object classes using topic discovery models from statistical text analysis; and (ii) that visual object classes can be used to assess the accuracy of a segmentation. …”

Segmentation of magnetic resonance images for assessing neonatal brain maturation by Wang, S

“…We also investigate atlas-based whole brain segmentation that generates the binary mask for the region of interest. …”

DiffuSeg: domain-driven diffusion for medical image segmentation by Zhang, L, Wu, F, Bronik, K, Papiez, BW

“…Initially, we apply our method to the MNIST dataset and subsequently adapt it for use with medical image segmentation datasets, such as retinal fundus images for vessel segmentation and MRI images for heart segmentation. …”

Aged and wheeled mobility in transit-oriented development: the capabilities approach by Xu, Y, Chan, H-Y, Chen, A, Chim, T-Y, Liu, X

“…Transit-oriented development (TOD) aims to create pedestrian-friendly neighborhoods around transit hubs to improve urban mobility. …”

The effects of marketing orientations on the performance of SME construction firms in Malaysia by Hassan, Mohd. Hanif, Suratman, Robiah, Mohd. Ali, Hishamuddin

“…This study investigates the relationship between market orientation and the organizational performance of SME construction firms. …”
Get full text

Service oriented manufacturing request for rapid prototyping application [electronic resource] / by Wong, Teck Kang, 1987-, author 643891, Aini Zuhra Abdul Kadir, supervisor 408883, Khidzir Zakaria, supervisor 391047, Fakulti Kejuruteraan Mekanikal 8081

In-vehicle air gesture design: impacts of display modality and control orientation by Sterkenburg, Jason, Landry, Steven, FakhrHosseini, Shabnam, Jeon, Myounghoon

“…Twenty-four young drivers participated in our experiment using a driving simulator with six different gesture prototypes—3 modality types (visual-only, visual/auditory, and auditory-only) × 2 control orientation types (horizontal and vertical). Various data were obtained, including lane departures, eye glance behavior, secondary task performance, and driver workload. …”
Get full text