Aakanksha Rana

According to our database, Aakanksha Rana authored at least 20 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Cycle-GANs Generated Difference Maps to Interpret Race Prediction from Medical Images.

Lakshika Rathi, Giacomo Nebbia, Ken Chang, Sourav Kumar, Aarushi Gupta, Syed Rakin Ahmed, Jay B. Patel, Christopher Clark, Yoga Advaith Veturi, Aaron S. Coyner, Aakanksha Rana, Christopher P. Bridge, Stephen McNamara, J. Peter Campbell, Matthew D. Li, Jayashree Kalpathy-Cramer, Praveer Singh

Proceedings of the Ethics and Fairness in Medical Imaging, 2024

Addressing Catastrophic Forgetting by Modulating Global Batch Normalization Statistics for Medical Domain Expansion.

Sharut Gupta, Ken Chang, Liangqiong Qu, Aakanksha Rana, Syed Rakin Ahmed, Mehak Aggarwal, Nishanth Thumbavanam Arun, Ashwin Vaswani, Shruti Raghavan, Vibha Agarwal, Mishka Gidwani, Katharina Hoebel, Jay B. Patel, Charles Lu, Christopher P. Bridge, Daniel L. Rubin, Jayashree Kalpathy-Cramer, Praveer Singh

Proceedings of the Artificial Intelligence in Pancreatic Disease Detection and Diagnosis, and Personalized Incremental Learning in Medicine, 2024

2023

FDA-approved machine learning algorithms in neuroradiology: A systematic review of the current evidence for approval.

Alexander G. Yearley, Caroline M. W. Goedmakers, Armon Panahi, Joanne Doucette, Aakanksha Rana, Kavitha Ranganathan, Timothy R. Smith

Artif. Intell. Medicine, September, 2023

2021

Quality Assessment of Super-Resolved Omnidirectional Image Quality Using Tangential Views.

Cagri Ozcinar, Aakanksha Rana

Proceedings of the Image Quality and System Performance XVIII, Electronic Imaging 2021, 2021

2020

Deep Tone Mapping Operator for High Dynamic Range Images.

Aakanksha Rana, Praveer Singh, Giuseppe Valenzise, Frédéric Dufaux, Nikos Komodakis, Aljosa Smolic

IEEE Trans. Image Process., 2020

Sub-Pixel Back-Projection Network For Lightweight Single Image Super-Resolution.

Supratik Banerjee, Cagri Ozcinar, Aakanksha Rana, Aljosa Smolic, Michael Manzke

CoRR, 2020

2019

Learning-Based Tone Mapping Operator for Efficient Image Matching.

Aakanksha Rana, Giuseppe Valenzise, Frédéric Dufaux

IEEE Trans. Multim., 2019

Super-resolution of Omnidirectional Images Using Adversarial Learning.

Cagri Ozcinar, Aakanksha Rana, Aljosa Smolic

Proceedings of the 21st IEEE International Workshop on Multimedia Signal Processing, 2019

Colornet - Estimating Colorfulness in Natural Images.

Emin Zerman, Aakanksha Rana, Aljosa Smolic

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Aesthetic Image Captioning From Weakly-Labelled Photographs.

Koustav Ghosal, Aakanksha Rana, Aljosa Smolic

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Towards Generating Ambisonics Using Audio-visual Cue for Virtual Reality.

Aakanksha Rana, Cagri Ozcinar, Aljosa Smolic

Proceedings of the IEEE International Conference on Acoustics, 2019

DublinCity: Annotated LiDAR Point Cloud and its Applications.

S. M. Iman Zolanvari, Susana Ruano, Aakanksha Rana, Alan Cummins, Rogério Eduardo da Silva, Morteza Rahbar, Aljosa Smolic

Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018

High Dynamic Range (HDR) image analysis. (Analyse d'images haute gamme dynamique).

Aakanksha Rana

PhD thesis, 2018

2017

Learning-based adaptive tone mapping for keypoint detection.

Aakanksha Rana, Giuseppe Valenzise, Frédéric Dufaux

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Learning-based tone mapping operator for image matching.

Aakanksha Rana, Giuseppe Valenzise, Frédéric Dufaux

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2016

An evaluation of HDR image matching under extreme illumination changes.

Aakanksha Rana, Giuseppe Valenzise, Frédéric Dufaux

Proceedings of the 2016 Visual Communications and Image Processing, 2016

Optimizing tone mapping operators for keypoint detection under illumination changes.

Aakanksha Rana, Giuseppe Valenzise, Frédéric Dufaux

Proceedings of the 18th IEEE International Workshop on Multimedia Signal Processing, 2016

2015

Evaluation of Feature Detection in HDR Based Imaging Under Changes in Illumination Conditions.

Aakanksha Rana, Giuseppe Valenzise, Frédéric Dufaux

Proceedings of the 2015 IEEE International Symposium on Multimedia, 2015

2014

Graph-cut-based model for spectral-spatial classification of hyperspectral images.

Yuliya Tarabalka, Aakanksha Rana

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Feature Learning for the Image Retrieval Task.

Aakanksha Rana, Joaquin Zepeda, Patrick Pérez

Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014