26 citations · 89 across the 10 of their papers we have counts for
8 papers · 1 filter
Exploring Active Learning for Semiconductor Defect Segmentation
Lile Cai, Ramanpreet Singh Pahwa, Xun Xu +4
The development of X-Ray microscopy (XRM) technology has enabled non-destructive inspection of semiconductor structures for defect identification. Deep learning is widely used as t…
DA-CIL: Towards Domain Adaptive Class-Incremental 3D Object Detection
Ziyuan Zhao, Mingxi Xu, Peisheng Qian +2
Deep learning has achieved notable success in 3D object detection with the advent of large-scale point cloud datasets. However, severe performance degradation in the past trained c…
Machine-learning based methodologies for 3d x-ray measurement, characterization and optimization for buried structures in advanced ic packages
Ramanpreet S Pahwa, Soon Wee Ho, Ren Qin +9
For over 40 years lithographic silicon scaling has driven circuit integration and performance improvement in the semiconductor industry. As silicon scaling slows down, the industry…
FaultNet: Faulty Rail-Valves Detection using Deep Learning and Computer Vision
Ramanpreet Singh Pahwa, Jin Chao, Jestine Paul +7
Regular inspection of rail valves and engines is an important task to ensure the safety and efficiency of railway networks around the globe. Over the past decade, computer vision a…
A*3D Dataset: Towards Autonomous Driving in Challenging Environments
Quang-Hieu Pham, Pierre Sevestre, Ramanpreet Singh Pahwa +6
With the increasing global popularity of self-driving cars, there is an immediate need for challenging real-world datasets for benchmarking and training various computer vision tas…
Feature-less Stitching of Cylindrical Tunnel
Ramanpreet Singh Pahwa, Wei Kiat Leong, Shaohui Foong +2
Traditional image stitching algorithms use transforms such as homography to combine different views of a scene. They usually work well when the scene is planar or when the camera i…
Locating 3D Object Proposals: A Depth-Based Online Approach
Ramanpreet Singh Pahwa, Jiangbo Lu, Nianjuan Jiang +2
2D object proposals, quickly detected regions in an image that likely contain an object of interest, are an effective approach for improving the computational efficiency and accura…
Calibration of depth cameras using denoised depth images
Ramanpreet Singh Pahwa, Minh N. Do, Tian Tsong Ng +1
Depth sensing devices have created various new applications in scientific and commercial research with the advent of Microsoft Kinect and PMD (Photon Mixing Device) cameras. Most o…