Counting in the wild

C Arteta, V Lempitsky, A Zisserman - … 11–14, 2016, Proceedings, Part VII …, 2016 - Springer
… band for the object count still fulfils the objective of the counting task, taking advantage of the
… the counting accuracy of the proposed counting methods and baseline against the count of …

Learning from synthetic data for crowd counting in the wild

Q Wang, J Gao, W Lin, Y Yuan - Proceedings of the IEEE …, 2019 - openaccess.thecvf.com
… It is a difficult task in the wild: changeable environment, large-… the performance of crowd
counting in the wild: 1) pretrain a … ; 2) propose a crowd counting method via domain adaptation, …

Counting out time: Class agnostic video repetition counting in the wild

D Dwibedi, Y Aytar, J Tompson… - Proceedings of the …, 2020 - openaccess.thecvf.com
counting datasets, we introduce the Countix dataset: a real world dataset of repetition videos
collected in the wild … motion, diverse set of periods and counts, and changes in the speed of …

Automatically identifying, counting, and describing wild animals in camera-trap images with deep learning

MS Norouzzadeh, A Nguyen… - Proceedings of the …, 2018 - National Acad Sciences
… There are many different approaches for countingcounting as a classification problem
and left more advanced methods for future work. In other words, instead of actually counting

Cattle counting in the wild with geolocated aerial images in large pasture areas

VHA Soares, MA Ponti, RA Gonçalves… - … and Electronics in …, 2021 - Elsevier
… is cattle counting. In this paper, we propose a method for detecting and counting cattle in aerial
… animals is a suitable strategy to reduce duplicate counting. We also offer a dataset of real …

A low-cost UAV framework towards ornamental plant detection and counting in the wild

E Bayraktar, ME Basarkan, N Celebi - ISPRS Journal of Photogrammetry …, 2020 - Elsevier
… By specifying the limits thoroughly and developing task-dependent approaches, we reveal
the great potential of our framework plant detection and counting in the wild consisting of …

Wheat head counting in the wild by an augmented feature pyramid networks-based convolutional neural network

J Sun, K Yang, C Chen, J Shen, Y Yang, X Wu… - … and Electronics in …, 2022 - Elsevier
… accuracy reached 92.9, the algorithm accuracy reached 81.2, and the counting time of a …
targets in the wild, this paper developed a fast and accurate head counting system based on …

Model Counting in the Wild

A Shaw, KS Meel - arXiv preprint arXiv:2408.07059, 2024 - arxiv.org
Model counting is a fundamental problem in automated … Although model counting is
computationally intractable from a … of the scalability of model counters in the wild. To this end, we …

Crowdsensing the speaker count in the wild: Implications and applications

C Xu, S Li, Y Zhang, E Miluzzo… - IEEE Communications …, 2014 - ieeexplore.ieee.org
… 10-min segments and estimate the speaker count in each segment, as well as the total
speaker count for the whole period. We show how the speaker count varies with time in Fig. 7. We …

TasselNet: counting maize tassels in the wild via local counts regression network

H Lu, Z Cao, Y Xiao, B Zhuang, C Shen - Plant methods, 2017 - Springer
… to formulate the task of maize tassels counting as a typical counting problem, rather than a …
counts, our model outputs a count map similar to the ground-truth density map. The final count