Publications by topic

Mining Software Repositories

Shayan A. Akbar, Avinash C. Kak, A large-scale comparative evaluation of IR-based tools for bug localization, IEEE Conference on Mining Software Repositories (MSR) (2020). [pdf] [slides] [dataset] [talk]

Shayan A. Akbar, Avinash C. Kak, SCOR: Source code retrieval with semantics and order, IEEE Conference on Mining Software Repositories (MSR) (2020). [pdf] [slides] [webpage]

Bunyamin Sisman, Shayan A. Akbar and Avinash C. Kak, Exploiting spatial code proximity and order for improved source code retrieval for bug localization, Journal of Software: Evolution and Process 29(1) (2017). [pdf] [dataset]

3D Modeling and Reconstruction

Henry Medeiros, Donghun Kim, Jianxin Sun, Hariharan Seshadri, Shayan Ali Akbar, Noha M. Elfiky, Johnny Park, Modeling Dormant Fruit Trees for Agricultural Automation, Journal of Field Robotics, 2016. [pdf]

Shayan A. Akbar, Somrita Chattopadhyay, Noha M. Elfiky, and Avinash Kak, A Novel Benchmark RGBD Dataset for Dormant Apple Trees and its Application to Automatic Pruning, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Las Vegas, NV, USA, 2016. [pdf]

Fangda Li, Somrita Chattopadhyay, Shayan A. Akbar, Noha M. Elfiky, and Avinash Kak, A Novel Visualization Tool for Evaluating the Accuracy of 3D Sensing and Reconstruction Algorithms for Automatic Dormant Pruning Applications, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Las Vegas, NV, USA, 2016. [pdf]

Somrita Chattopadhyay, Shayan A. Akbar, Noha M. Elfiky, Henry Medeiros, and Avinash Kak, Measuring and Modeling Apple Trees using Time-of-Flight Data for Automation of Dormant Pruning Applications, IEEE Winter Conference on Applications of Computer Vision (WACV), 2016, Lake Placid, NY, USA. [pdf]

Shayan A. Akbar, Noha M. Elfiky, and Avinash Kak, A Novel Framework for Modeling Dormant Apple Trees using Single Depth Image for Robotic Pruning Application, International Conference on Robotics and Automation (ICRA) 2016, Stockholm, Sweden. [pdf]

Noha M. Elfiky, Shayan A. Akbar, Jianxin Sun, Johnny Park, and Avinash Kak, Automation of Dormant Pruning in Specialty Crop Production: An Adaptive Framework for Automatic Reconstruction and Modeling of Apple Trees. CVPR Workshop on Perception Beyond the Visual Spectrum (PBVS), 2015. [pdf]