Efficient rotation invariance in deep neural networks through artificial mental rotation
Humans and animals recognize objects irrespective of the beholder's point of view, which
may drastically change their appearances. Artificial pattern recognizers also strive to …
may drastically change their appearances. Artificial pattern recognizers also strive to …
A rotation and scale invariant approach for multi-oriented floor plan image retrieval
R Khade, K Jariwala, C Chattopadhyay, U Pal - Pattern Recognition Letters, 2021 - Elsevier
An automatic system for analysis and retrieval of building floor plans images is helpful for the
architects while designing new projects and providing recommendations to the buyers. For …
architects while designing new projects and providing recommendations to the buyers. For …
Why my photos look sideways or upside down? Detecting canonical orientation of images using convolutional neural networks
K Swami, PP Deshpande, G Khandelwal… - … on Multimedia & …, 2017 - ieeexplore.ieee.org
Image orientation detection requires high-level scene understanding. Humans use object
recognition and contextual scene information to correctly orient images. In literature, the …
recognition and contextual scene information to correctly orient images. In literature, the …
Flexnet: Learning deep features using autoencoders for floor plan image retrieval
R Khade, A Kalsekar, K Jariwala… - 2023 IEEE Guwahati …, 2023 - ieeexplore.ieee.org
Content-based retrieval of scanned document images is gaining research. A system that
automatically analyses and retrieves similar floor plan images depending on user needs …
automatically analyses and retrieves similar floor plan images depending on user needs …
Robustness of a neural network used for image classification: The effect of applying distortions on adversarial examples
R Östberg - 2018 - diva-portal.org
Powerful classifiers as neural networks have long been used to recognise images; these
images might depict objects like animals, people or plain text. Distorted images affect the …
images might depict objects like animals, people or plain text. Distorted images affect the …
Autoencoders in Graphical Document Retrieval: Cost Function Influence and Rotation Impact
R Khade, K Jariwala… - … Conference on Modeling …, 2023 - ieeexplore.ieee.org
This study explores autoencoder application in graphical document retrieval, focusing on
rotation's impact. Specific to this paper are scanned floor plan images. We investigate the …
rotation's impact. Specific to this paper are scanned floor plan images. We investigate the …
Fully convolutional network for object direction estimation in the wild
M Du, G Wang - 2019 International Conference on Intelligent …, 2019 - ieeexplore.ieee.org
In recent years, object detection has been widely applied in various fields, such as aircraft
navigation, and power line inspection. However, the object pose estimation in complex …
navigation, and power line inspection. However, the object pose estimation in complex …