activity
20212026
most citedTFS Recognition: Investigating MPH]{Thai Finger Spelling Recognition: Investigating MediaPipe Hands Potentials

5 citations · 5 across the 6 of their papers we have counts for

collaborators

6 papers

quant-ph2026

Explore Simpler Eigenmarking: Quantum Entailment Model Checking

Tatpong Katanyukul

Targeting entailment model checking, a recent study has pioneered an idea of Eigenmarking search, an improvement over Grover search using extra qubits. The extra qubits condition t…

quant-ph2025

Toward Entailment Checking: Explore Eigenmarking Search

Tatpong Katanyukul

Logic entailment is essential to reasoning, but entailment checking has the worst-case complexity of an exponential of the variable size. With recent development, quantum computing…

cs.CV2022★ 5 cited

TFS Recognition: Investigating MPH]{Thai Finger Spelling Recognition: Investigating MediaPipe Hands Potentials

Jinnavat Sanalohit, Tatpong Katanyukul

Thai Finger Spelling (TFS) sign recognition could benefit a community of hearing-difficulty people in bridging to a major hearing population. With a relatively large number of alph…

cs.LG2021

Latent Cognizance: What Machine Really Learns

Pisit Nakjai, Jiradej Ponsawat, Tatpong Katanyukul

Despite overwhelming achievements in recognition accuracy, extending an open-set capability -- ability to identify when the question is out of scope -- remains greatly challenging…

cs.CL2021

Automatic Hand Sign Recognition: Identify Unusuality through Latent Cognizance

Pisit Nakjai, Tatpong Katanyukul

Sign language is a main communication channel among hearing disability community. Automatic sign language transcription could facilitate better communication and understanding betw…

cs.CV2021

Recognition Awareness: An Application of Latent Cognizance to Open-Set Recognition

Tatpong Katanyukul, Pisit Nakjai

This study investigates an application of a new probabilistic interpretation of a softmax output to Open-Set Recognition (OSR). Softmax is a mechanism wildly used in classification…