Pixels to precision: features fusion and random forests over labelled-based segmentation

A Naseer, A Jalal - 2023 20th International Bhurban …, 2023 - ieeexplore.ieee.org
Object classification is a crucial yet challenging vision ability to perfect The fundamental
objective is to educate computers to understand visuals the same way humans do. Due to …

Deep learning for automatic vision-based recognition of industrial surface defects: a survey

M Prunella, RM Scardigno, D Buongiorno… - IEEE …, 2023 - ieeexplore.ieee.org
Automatic vision-based inspection systems have played a key role in product quality
assessment for decades through the segmentation, detection, and classification of defects …

Exploiting spatial structure for localizing manipulated image regions

JH Bappy, AK Roy-Chowdhury… - Proceedings of the …, 2017 - openaccess.thecvf.com
The advent of high-tech journaling tools facilitates an image to be manipulated in a way that
can easily evade state-of-the-art image tampering detection approaches. The recent …

Dual deep network for visual tracking

Z Chi, H Li, H Lu, MH Yang - IEEE Transactions on Image …, 2017 - ieeexplore.ieee.org
Visual tracking addresses the problem of identifying and localizing an unknown target in a
video given the target specified by a bounding box in the first frame. In this paper, we …

[Retracted] Efficient Approach towards Detection and Identification of Copy Move and Image Splicing Forgeries Using Mask R‐CNN with MobileNet V1

KD Kadam, S Ahirrao, K Kotecha - Computational Intelligence …, 2022 - Wiley Online Library
With the technological advancements of the modern era, the easy availability of image
editing tools has dramatically minimized the costs, expense, and expertise needed to exploit …

Region and decision tree-based segmentations for Multi-objects detection and classification in Outdoor Scenes

A Ahmed, A Jalal, K Kim - 2019 International Conference on …, 2019 - ieeexplore.ieee.org
Accurate segmentation and detection of all mixed and occluded objects in the complex
indoor/outdoor scenes become a vital topic of computer vision. These above-mentioned …

Salient segmentation based object detection and recognition using hybrid genetic transform

A Ahmed, A Jalal, AA Rafique - 2019 International Conference …, 2019 - ieeexplore.ieee.org
Object detection and recognition is an effective and fundamental technique used to track the
objects accurately in complex scenes. Over the last decade, object analysis has caught the …

[PDF][PDF] Detection and localization of image forgeries using improved mask regional convolutional neural network

X Wang, H Wang, S Niu, J Zhang - Mathematical Biosciences and …, 2019 - aimspress.com
The research on forgery detection and localization is significant in digital forensics and has
attracted increasing attention recently. Traditional methods mostly use handcrafted or …

An improved small object detection method based on Yolo V3

C Xianbao, Q Guihua, J Yu, Z Zhaomin - Pattern Analysis and Applications, 2021 - Springer
In this paper, an improved algorithm based on Yolo V3 is proposed, which can effectively
improve the accuracy of small target detection. First of all, the feature map acquisition …

Enhanced Object Detection and Classification viaMulti-Method Fusion.

MW Ahmed, NA Almujally, A Alazeb… - Computers …, 2024 - search.ebscohost.com
Advances in machine vision systems have revolutionized applications such as autonomous
driving, robotic navigation, and augmented reality. Despite substantial progress, challenges …