Články / Articles (NTIS) Domovská stránka kolekce Zobrazit statistiky

Procházet
Přihlásit se k zasílání denních e-mailů o novinkách RSS Feed RSS Feed RSS Feed
Záznamy kolekce (řazeno podle Datum zaslání v sestupně pořadí): 41 až 60 z 368
Bolon, Isabelle , Picek, Lukáš , Durso, Andrew , Alcoba, Gabriel , Chappuis, François , Castañeda, Rafael Ruiz de
An artificial intelligence model to identify snakes from across the world: Opportunities and challenges for global health and herpetology

Background Snakebite envenoming is a neglected tropical disease that kills an estimated 81,000 to 138,000 people and disables another 400,000 globally every year. The World Health Organization aims to halve this burden by 2030. To achieve this ambitious goal,...

Hrúz, Marek , Gruber, Ivan , Kanis, Jakub , Boháček, Matyáš , Hlaváč, Miroslav , Krňoul, Zdeněk
One Model is Not Enough: Ensembles for Isolated Sign Language Recognition

In this paper, we dive into sign language recognition, focusing on the recognition of isolated signs. The task is defined as a classification problem, where a sequence of frames (i.e., images) is recognized as one of the given sign language glosses. We analyze two appearance-b...

Tlučhoř, Jan , Přibáň, Pavel , Gangur, Mikuláš , Ircingová, Jarmila , Jakubíková, Dagmar , Janeček, Petr , Maříková, Hana , Štumpf, Petr
Vnímání města v kontextu historické památky na příkladu chebských krovů

The paper deals with the perception and image of the town Cheb in the context of historical heritage. Since 2017, the town has been running a tour of historic trusses. The aim of the research was to determine the influence of this activity on the image of the&#x...

Bizzarri, Michal , Kadlec, Kryštof , Lávička, Miroslav , Šír, Zbyněk
B-Spline Pythagorean Hodograph Curves in Clifford Algebras

In several recent publications B-spline functions appeared with control points from abstract algebras, e.g. complex numbers, quaternions or Clifford algebras. In the context of constructions of Pythagorean hodograph curves, computations with these B-splines occur, mixing the components of the control&...

Aschenbrenner, Vít
Václav Pavlas (1752–1835), Rector Chori děkanského kostela Narození Panny Marie (1785–1795)

Václav led the musical choir of the dean's church of Nativity of the Virgin Mary in Klatovy in the years 1785-1795. On the basis of the sources, Pavlas' family background, the spectrum of his musical and organizational duties within the framework of his work in th...

Goli, Mehdi , Foroughi, Ismael , Novák, Pavel
New methods for numerical evaluation of ultra-high degree and order associated Legendre functions

We improve the precision and computation speed of the fully-normalized associated Legendre functions (fnALFs) for ultra-high degrees and orders of spherical harmonic transforms. We take advantage of their numerical behaviour of and propose two new methods for solving an underflow/overflow pr...

Káš, Martin , Wamba, Francis Fomi
Anomaly detection-based condition monitoring

The impact of an anomaly is domain-dependent. In a dataset of network activities, an anomaly can imply an intrusion attack. Other objectives of anomaly detection are industrial damage detection, data leak prevention, identifying security vulnerabilities or military surveillance. Anomalies are obs...

Picek, Lukáš , Šulc, Milan , Patel, Yash , Matas, Jiří
Plant recognition by AI: Deep neural nets, transformers, and kNN in deep embeddings

The article reviews and benchmarks machine learning methods for automatic image-based plant species recognition and proposes a novel retrieval-based method for recognition by nearest neighbor classification in a deep embedding space. The image retrieval method relies on a model trained via t...

Picek, Lukáš , Šulc, Milan , Matas, Jiří , Heilmann-Clausen, Jacob , Jeppesen, Thomas S. , Lind, Emil
Automatic Fungi Recognition: Deep Learning Meets Mycology

The article presents an AI-based fungi species recognition system for a citizen-science community. The system’s real-time identification too — FungiVision — with a mobile application front-end, led to increased public interest in fungi, quadrupling the number of citizens collecting data. FungiVis...

Vaníček, Ondřej , Chaluš, Michal , Liška, Jindřich , Glusa, Tomáš , Vlasák, Jakub , Vašíčková, Eva , Brom, Karel
Low-pressure turbine blade leading edge protection using robotic laser cladding technology

Low pressure turbine blades are the most erosion-exposed moving parts of the steam turbine. This article brings a detailed overview of an innovative system applying a stellite coating to the leading edge of the steam turbine blades using the robotic laser cladding technology. The&#...

Švec, Jan , Lehečka, Jan , Šmídl, Luboš
Deep LSTM Spoken Term Detection using Wav2Vec 2.0 Recognizer

In recent years, the standard hybrid DNN-HMM speech recognizers are outperformed by the end-to-end speech recognition systems. One of the very promising approaches is the grapheme Wav2Vec 2.0 model, which uses the self-supervised pretraining approach combined with transfer learning of the fi...

Liška, Jindřich , Vašíček, Vojtěch , Jakl, Jan
A Novel Method of Impeller Blade Monitoring Using Shaft Vibration Signal Processing

The monitoring of impeller blade vibrations is an important task in the diagnosis of turbomachinery, especially in terms of steam turbines. Early detection of potential faults is the key to avoid the risk of turbine unexpected outages and to minimize profit loss. One of the&#x...

Lehečka, Jan , Švec, Jan , Pražák, Aleš , Psutka, Josef
Exploring Capabilities of Monolingual Audio Transformers using Large Datasets in Automatic Speech Recognition of Czech

In this paper, we present our progress in pretraining Czech monolingual audio transformers from a large dataset containing more than 80 thousand hours of unlabeled speech, and subsequently fine-tuning the model on automatic speech recognition tasks using a combination of in-domain data ...

Hruda, Lukáš , Kolingerová, Ivana , Lávička, Miroslav , Maňák, Martin
Rotational symmetry detection in 3D using reflectional symmetry candidates and quaternion-based rotation parameterization

The property of symmetry in 3D objects is helpful in various applications such as object alignment, compression, symmetrical editing or reconstruction of incomplete objects. However, its robust and efficient detection is a challenging task. The two most commonly occurring types of symmetry&#...

Tomiczek, Petr
Jumping Unbounded Nonlinearities and ALP Condition

We investigate the existence of solutions to the nonlinear problem u′′(x) + λ_+u^+(x) − λ_−u^−(x) + g(x, u(x)) = f (x) , x ∈ (0, 2π) , u(0) = u(2π) , u′(0) = u′(2π) ,where the point [λ_+, λ_−] is a point of the Fučík spectru...

Kladnická, Iva , Bludovská, Monika , Plavinová, Iveta , Müller, Luděk , Müllerová, Dana
Obesogens in Foods

Obesogens, as environmental endocrine-disrupting chemicals, are supposed to have had an impact on the prevalence of rising obesity around the world over the last forty years. These chemicals are probably able to contribute not only to the development of obesity and metabolic disturbance...

Švejda, Martin , Goubej, Martin , Jáger, Arnold , Reitinger, Jan , Severa, Ondřej
Affordable Motion Tracking System for Intuitive Programming of Industrial Robots

The paper deals with a lead-through method of programming for industrial robots. The goal is to automatically reproduce 6DoF trajectories of a tool wielded by a human operator demonstrating a motion task. We present a novel motion-tracking system built around the HTC Vive pose ...

Král, Ladislav , Punčochář, Ivo
Policy search for active fault diagnosis with partially observable state

The article deals with a novel design of an active fault detector (AFD) for a nonlinear stochastic system with a partially observable state. The imperfect state information problem is converted to a perfect state information problem using a state estimator. Subsequently, the problem...

Xia, Liu , Ryjáček, Zdeněk , Vrána, Petr , Xiong, Liming , Yang, Xiaojing
Hamilton‐connected {claw, net}‐free graphs, I

This is the first one in a series of two papers, in which we complete the characterization of forbidden generalized nets implying Hamilton‐connectedness of a 3‐connected claw‐free graph. In this paper, we first develop the necessary techniques that allow one to handle the problem,&...

Ryjáček, Zdeněk , Vrána, Petr
Hamilton‐connected {claw, bull}‐free graphs

The generalized bull is the graph B(i,j) obtained by attaching endvertices of two disjoint paths of lengths i, j to two vertices of a triangle. We prove that every 3‐connected {K(1,3), X}‐free graph, where X ∈ {B(1,6), B(2,5),B(3,4)}, is Hamilton‐connected. The results are sharp&#x...

Záznamy kolekce (řazeno podle Datum zaslání v sestupně pořadí): 41 až 60 z 368