Manisha Saini

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 10

Top Topics

Transfer Learning

Class Imbalance

Imbalanced Datasets

Top Venues

Artif. Intell. Rev.

IEEE ACM Trans. Comput. Biol. Bioinform.

Multim. Tools Appl.

Publications

Manisha Saini, Seba Susan
VGGIN-Net: Deep Transfer Network for Imbalanced Breast Cancer Dataset. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (1) (2023)
Kien Nguyen, Clinton Fookes, Sridha Sridharan, Feng Liu, Xiaoming Liu, Arun Ross, Dana Michalski, Huy Nguyen, Debayan Deb, Mahak Kothari, Manisha Saini, Dawei Du, Scott McCloskey, Gabriel Bertocco, Fernanda Andaló, Terrance E. Boult, Anderson Rocha, Haidong Zhu, Zhaoheng Zheng, Ram Nevatia, Zaigham A. Randhawa, Sinan Sabri, Gianfranco Doretto
AG-ReID 2023: Aerial-Ground Person Re-identification Challenge Results. IJCB (2023)
Manisha Saini, Seba Susan
Tackling class imbalance in computer vision: a contemporary review. Artif. Intell. Rev. 56 (S1) (2023)
Manisha Saini, Preeti Gupta, Harvinder Kaur
Hash based image indexing framework using deep earning. ICCCNT (2023)
Manisha Saini, Seba Susan
Cervical Cancer Screening on Multi-class Imbalanced Cervigram Dataset using Transfer Learning. CISP-BMEI (2022)
Manisha Saini, Seba Susan
Diabetic retinopathy screening using deep learning for multi-class imbalanced datasets. Comput. Biol. Medicine 149 (2022)
Manisha Saini, Seba Susan
Bag-of-Visual-Words codebook generation using deep features for effective classification of imbalanced multi-class image datasets. Multim. Tools Appl. 80 (14) (2021)
Manisha Saini, Seba Susan
Deep transfer with minority data augmentation for imbalanced breast cancer dataset. Appl. Soft Comput. 97 (Part) (2020)
Manisha Saini, Seba Susan
Data Augmentation of Minority Class with Transfer Learning for Classification of Imbalanced Breast Cancer Dataset Using Inception-V3. IbPRIA (1) (2019)
Manisha Saini, Seba Susan
Comparison of Deep Learning, Data Augmentation and Bag of-Visual-Words for Classification of Imbalanced Image Datasets. RTIP2R (1) (2018)