Search Results for author: Humayun Irshad

Found 4 papers, 1 papers with code

Class-specific Anchoring Proposal for 3D Object Recognition in LIDAR and RGB Images

no code implementations22 Jul 2019 Amir Hossein Raffiee, Humayun Irshad

Finally, we propose the best cluster numbers for each class of objects in KITTI dataset that improves the performance of detection model significantly.

3D Object Recognition Autonomous Driving +1

Crowd Sourcing based Active Learning Approach for Parking Sign Recognition

no code implementations3 Dec 2018 Humayun Irshad, Qazaleh Mirsharif, Jennifer Prendki

In this paper, we introduce a real-world problem, the recognition of parking signs, and present a framework that combines active learning techniques with a transfer learning approach and crowd-sourcing tools to create and train a machine learning solution to the problem.

Active Learning BIG-bench Machine Learning +1

Crowdsourcing scoring of immunohistochemistry images: Evaluating Performance of the Crowd and an Automated Computational Method

no code implementations21 Jun 2016 Humayun Irshad, Eun-Yeong Oh, Daniel Schmolze, Liza M Quintana, Laura Collins, Rulla M. Tamimi, Andrew H. Beck

These methods have not yet replaced manual scoring for the assessment of IHC in the majority of diagnostic laboratories and in many large-scale research studies.

Deep Learning for Identifying Metastatic Breast Cancer

3 code implementations18 Jun 2016 Dayong Wang, Aditya Khosla, Rishab Gargeya, Humayun Irshad, Andrew H. Beck

The International Symposium on Biomedical Imaging (ISBI) held a grand challenge to evaluate computational systems for the automated detection of metastatic breast cancer in whole slide images of sentinel lymph node biopsies.

Deep Learning General Classification +2

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